Technology Enterprise Software & IT Enterprise Applications

Supply Chain Planning Software

Platform decisions with deep integration complexity, organizational change, and long-term data stakes.

SAP Manhattan Associates Blue Yonder Kinaxis
Inside this journey
  1. Pre-Discovery

    Align the room on outcomes, decision process, and constraints before deeper discovery.

    1. Stakeholder Alignment

      Confirm decision roles (VP, COO, IT), timeline, measurable success signals, and integration constraints.

      Alignment Questions

      Start With the Story — The Miss That Brought You Here

      • In a few sentences, tell us the specific missed delivery (who, what part, and the customer impact) that triggered this evaluation.
      • When did that event occur? Options: Last 30 days, 30–90 days ago, 3–6 months ago, 6–12 months ago, More than a year ago
      • Roughly how large was the expediting cost as a percent of the shipment value in that event? Options: <1%, 1–2%, 2–5%, 5–10%, >10%, Unsure
      • Who first raised the problem internally (planner, buyer, operations manager, customer rep, other)? Options: Planner, Buyer, Operations Manager, Customer Account Rep, VP/Director, Other
      • How did your customer escalate the issue (formal CAR, loss of priority, penalty, verbal complaint)? Describe briefly.
      • Have you seen similar missed-delivery events before? If yes, how many in the past 12 months? Options: None, 1–2, 3–5, 6–10, More than 10, Unsure
      • What was your initial internal hypothesis for root cause (supplier lead-time change, demand spike, data mismatch, ERP lag, human error, other)? Options: Supplier lead-time change, Demand spike/forecast error, Data mismatch between systems, ERP batch timing/latency, Manual spreadsheet error, Other

      Who's Holding the Keys — Decision, Budget, and Motivation

      • If the VP of Supply Chain had to explain to the COO why a vendor must be chosen this quarter, what single failure would they point to?
      • Which roles will be involved in the evaluation and purchase decision? Options: VP Supply Chain, COO, IT Director, Plant/Operations Manager, Head of Procurement, Finance/Controller, Quality/Customer Service, Other
      • Who is the ultimate budget approver for a platform purchase of this type? Options: COO, CFO, VP Supply Chain, Head of IT, Board/CEO, Other
      • Which three evaluation criteria will matter most when you compare vendors (pick up to three)? Options: Planning speed (daily vs weekly), Depth of ERP integration (bidirectional), No custom middleware required, External signal incorporation (supplier risk, logistics), Parallel pilot methodology, Total cost of ownership, Vendor support & services
      • What is the acceptable timeline for a decision and contract signature? Options: Immediately (this month), 30–60 days, 60–90 days, 3–6 months, Undetermined
      • What would make you walk away from a vendor even if the capability looks good (examples: long integration time, custom middleware requirement, unacceptable price)?
      • How will the COO measure whether the investment is justified in the first year? Options: Reduction in expediting cost %, Inventory carrying cost reduction, On-time-in-full (OTIF) improvement, Reduced emergency POs, Improved planner productivity, Other

      Where It Breaks — The Anatomy of Your Current Planning Process

      • How much of your current planning process is effectively invisible to leadership until a crisis forces it into view? Options: Almost all of it, A lot, Some, Very little, None
      • What is your primary planning cadence today? Options: Daily, Weekly, Bi-weekly, Monthly, Ad hoc
      • Which tools and systems are part of your planning workflow right now (select all that apply)? Options: ERP planning module, Local spreadsheets per planner, Centralized planning spreadsheet, Home-grown planning tool, APS/advanced optimizer, No formal planning tool
      • Which ERP system(s) do you use? If multiple, list them and where they are used. Options: SAP ECC/S4, Oracle E-Business Suite, Infor M3/CloudSuite, Microsoft Dynamics, Epicor, Other — please specify
      • Describe how planners reconcile spreadsheets against the ERP today (who does it, how often, what breaks down).
      • How often do planners manually override system recommendations or create emergency POs? Options: Daily, Several times/week, Weekly, Monthly, Rarely, Never
      • Which data elements commonly mismatch between spreadsheet and ERP (lead times, on-hand inventory, open POs, demand forecasts, BOM/recipes)? Options: Lead times, On-hand inventory, Open purchase orders, Demand forecast, BOM/recipes, Other

      Are You Confident You'd See the Next Risk?

      • If a critical supplier’s average lead time increased by 100%, would your team detect it before a committed production run was affected? Options: Yes – with time to act, Probably – but not always, No – usually detected after impact, Unsure
      • Which external signals do you currently ingest or monitor (supplier lead-time history, financial health scores, transportation alerts, commodity price spikes)? Options: Supplier lead-time history, Supplier financial/credit score, Logistics/transit alerts, Port congestion updates, Commodity pricing, None/Not currently
      • How do you prioritize which supply exceptions get escalated to leadership? Options: By dollar impact, By customer priority, By production criticality, By frequency, No formal prioritization
      • Describe the emotional impact on your planning and operations teams when a shortage is discovered late.
      • What practical steps would you want automated alerts or daily recalculation to produce (PO expedite, alternative sourcing, schedule adjust, safety stock change)? Options: Create expedite PO, Trigger alternate supplier sourcing, Adjust production schedule, Update safety stock, Notify planners/leadership
      • How would earlier visibility change conversations with your top-three customers (examples: proactive communication, renegotiated dates, shared risk mitigation)?
      • Are there product families or suppliers you consider 'too risky' today? If so, which and why?

      What Would Success Actually Look Like — Beyond High-Level KPIs

      • If we could guarantee one measurable improvement in 12 months, which would make the COO sign off immediately? Options: Expediting cost reduction, Inventory carrying cost reduction, OTIF improvement, Fewer emergency POs, Improved planner throughput, Other
      • Please provide your current baseline for the top metrics you track (expediting cost %, average inventory days, OTIF %, emergency PO count).
      • What trade-offs would you accept to achieve those improvements (higher safety stock, temporary manual effort during cutover, limited initial scope)? Options: Higher safety stock, Temporary extra manual work, Start with limited SKUs, Increased collaboration demands, None
      • Which product family would you choose for an initial pilot and why (revenue share, criticality, supply variability, customer visibility)? Options: Highest revenue, Highest margin, Most missed deliveries historically, Most volatile supplier base, Customer-critical parts, Other
      • Who needs to be convinced internally for a full cutover after pilot success, and what will they require as proof?
      • What does a meaningful reduction in expediting cost look like to you in absolute terms (dollars saved per year or % reduction)?
      • How would you like success results reported during and after the pilot (daily dashboards, weekly summaries, executive scorecard)? Options: Daily dashboards, Weekly summaries, Executive scorecard, Monthly deep-dive, Ad hoc reports

      Integration Truth-Telling — Can IT Live With This?

      • What single integration requirement would make your IT director stop the project immediately?
      • Which integration architectures are acceptable to your IT team? Options: Bidirectional API connector (no middleware), One-way export/import, Custom middleware allowed, Database-level integration, Pre-built certified connector required
      • What data objects must flow between systems for the pilot (select all that apply)? Options: Item master/BOM, On-hand inventory, Open POs, Planned orders/PO suggestions, Demand forecasts, Supplier lead times, Production schedules
      • Are there security, compliance, or network policies that will affect connector deployment (VPN, inbound ports, SSO, data residency)? Please list.
      • How long does IT typically take to approve and deploy a non-invasive connector once scope is agreed? Options: <2 weeks, 2–4 weeks, 4–8 weeks, 8–12 weeks, >12 weeks
      • Have you previously rejected vendors due to custom middleware requirements? If so, describe what happened.
      • Who will be the primary IT contact for the pilot and what is their availability for kickoff and weekly checkpoints?

      Pilot That Proves It — Scope, Governance, and Measures

      • What would a pilot need to demonstrate in 90 days to justify moving from parallel to cutover—be specific and non-negotiable.
      • Which of the following pilot scopes would you prefer to start with? Options: Single product family (highest risk/reward), Single plant/site, Top 50 SKUs by value, Customer-critical SKUs only, Custom scope (describe)
      • Which success metrics should we track daily and report weekly (choose all that apply)? Options: Expediting % of shipments, Inventory days on hand, OTIF %, Number of emergency POs, Forecast accuracy by SKU, Planner hours saved
      • Who will own pilot governance (RACI): executive sponsor, pilot lead, IT owner, planner champion, vendor success manager? Options: Executive sponsor, Pilot lead, IT owner, Planner champion, Vendor success manager, Other
      • What is your preferred pilot start window and any blackout periods we must avoid (peak season, year-end close)?
      • What would be an acceptable sample size for validating results (number of SKUs, % of volume, number of plants)? Options: Top 10 SKUs, Top 50 SKUs, Top 20% by volume, Single plant full scope, Other — specify
      • What are your non-negotiable rollback criteria during the pilot (examples: supply disruptions increasing, customer complaints rising, data sync failures)?

      People, Adoption, and What It Will Feel Like

      • If planners could vote with their feet, would they stick with existing spreadsheets or try an automated daily plan that changes how they work? Options: Stick with spreadsheets, Try the new system, Depends on ease of use, Unsure
      • How many planners and demand/production schedulers will interact with the pilot system, and what are their typical skill levels?
      • What training cadence and format works best for your team (hands-on workshops, recorded modules, train-the-trainer)? Options: Hands-on workshops, Recorded modules, Train-the-trainer, Documentation only, Blended approach
      • What common objections or fears do planners express about automated planning (loss of control, accuracy concerns, job security, extra work)?
      • Which incentives or governance structures have worked previously to drive adoption (KPIs tied to usage, weekly review meetings, planner bonuses)? Options: KPIs tied to usage, Weekly governance meetings, Manager checkpoints, Incentives/bonuses, None worked well
      • Who will be the planner champion we can train to be the internal power-user and evangelist?
      • How should we handle exceptions during the pilot so planners feel safe to use the system (playbooks, dedicated support hotline, rollback window)? Options: Playbooks, Dedicated support hotline, Rollback window, Daily co-review sessions, Other

      Timing, Constraints, and the First Concrete Steps

      • What is the single most likely thing to delay a pilot start in the next 60 days?
      • Do you have any procurement, legal, or security requirements that must be completed before we can connect to live data? Options: Procurement PO required, Security review required, Legal contract review, Data masking required, None
      • What documents or artifacts can you share now to accelerate scoping (current planning process map, spreadsheet sample, ERP data dictionary, recent CAR)? Options: Process map, Spreadsheet sample, ERP data dictionary, Recent corrective action report (CAR), None available
      • Who should receive the weekly pilot readiness/checkpoint invites (names and roles)?
    2. Current State Mapping

      Document the existing planning workflow, ERP landscape, spreadsheet reconciliations, and the recent missed-delivery failure mode.

      Current State

      Begin With the Moment That Changed Everything

      • Tell the short story of the missed delivery that triggered this evaluation—what happened, who noticed it, and how did the team first react?
      • When did that missed-delivery occur (month/year) and which top-three customer was impacted?
      • Approximately what percentage of the shipment value was spent on expediting to recover that order? Options: <1%, 1–2%, 2–5%, 5–10%, >10%
      • How quickly does leadership expect a visible improvement in expediting and inventory metrics (timeline preference)? Options: 30 days, 60 days, 90 days, 6 months, 12 months
      • How did this failure feel for the planning team and operations leaders—what emotions came up (e.g., embarrassed, defensive, determined)? Options: Embarrassed, Defensive, Angry, Determined, Anxious, Relieved it was caught
      • Who owns the evaluation now (name and role) and who signs the final budget approval?

      Where Things Quietly Unravel

      • How often does your planning process fail to surface a material lead-time change before a production commitment is made? Options: Multiple times per month, Monthly, Quarterly, Rarely, This was the first time
      • Which of the following root causes most commonly led to those failures in the last 12 months? Options: Supplier lead-time shifts, BOM or routing errors, Forecast inaccuracies, Late order confirmations, ERP data latency, Manual reconciliation mistakes, Other
      • When a critical mismatch is discovered, how long typically elapses between discovery and the first corrective action (hours/days)? Options: <4 hours, 4–24 hours, 1–3 days, 4–7 days, >7 days
      • Who usually discovers the problem first—planner, buyer, production scheduler, customer service, or the customer? Options: Planner, Buyer, Production scheduler, Customer service, Customer, Other
      • What immediate remedies are used when shortages are found (select all that apply)? Options: Expedite air/express, Split shipments, Part substitutions, Manual PO changes, Overtime production, Customer negotiation, Other
      • How often do these failures trigger formal corrective action reports (CARs) or customer escalation? Options: Always, Often, Sometimes, Rarely, Never

      The Invisible Work: Spreadsheets, Reconciliations, and Heroics

      • Who on your team would be lost without the master planning spreadsheets—how many people actively maintain them? Options: 1 person, 2–3 people, 4–6 people, 7+ people
      • How many distinct spreadsheets or workbooks are part of your planning reconciliation process for a single product family? Options: 1–3, 4–7, 8–15, 16–30, 30+
      • Describe the reconciliation cadence and handoffs—what data moves, who validates it, and when does it happen each week?
      • Which actions on those spreadsheets are manual (select all that apply)? Options: Copy/paste from ERP reports, Manual forecast edits, VLOOKUP/index matches, Manual lead-time updates, Color-coding/version notes, Macro-driven calculations, Other
      • Estimate total planner hours spent per week on reconciliations and spreadsheet maintenance for the pilot product family. Options: <5 hours, 5–10 hours, 11–20 hours, 21–40 hours, >40 hours
      • Have spreadsheet discrepancies ever directly contributed to a missed-delivery? Tell the concrete example.

      ERP: Friend, Foe, or Locked Box?

      • Which ERP system is the system of record for planning and procurement in your company? Options: SAP ECC, SAP S/4HANA, Oracle EBS, Oracle Cloud, Infor, Microsoft Dynamics AX/365, Epicor, QAD, Other
      • Which modules of the ERP are used in day-to-day planning (select all that apply)? Options: MRP / MRP II, APS/Advanced planning, Inventory management, Purchase order management, Sales order management, Production scheduling, Other
      • How does data currently move between the ERP and planning spreadsheets/tools (select all that apply)? Options: Direct API/connector, Nightly batch exports, CSV/Excel manual exports, SFTP transfers, Custom middleware, No consistent mechanism
      • Is IT open to a bidirectional connector that writes planned PO/firming decisions back into the ERP without custom middleware? Options: Yes, open to it, Open with conditions, No, requires custom middleware, Unsure—need to consult IT
      • What ERP-related constraints have blocked previous integrations (security, change control, lack of sandbox, customization)? Options: Security policy, No sandbox environment, Heavy customizations, Change freeze windows, Lack of API access, Other
      • Who is the technical owner of ERP integrations and how quickly can they provide a test account or data extract?

      People, Roles, and the Rhythm of Decisions

      • Who signs off on an expedite decision—does the authority rest with planners, buyers, plant managers, or executives? Options: Planner, Buyer, Plant manager, VP Supply Chain, COO, Customer service, Other
      • Describe the regular decision rhythm: what meetings, cadence, and artifacts govern supply decisions today? Options: Daily stand-up, Weekly planning meeting, Monthly S&OP, Ad-hoc war room, No formal cadence
      • How are conflicting priorities—e.g., meeting a major customer's shipment vs. minimizing expedite costs—resolved in practice?
      • Which KPIs does the team rely on to surface shortages or supplier risk (select all that apply)? Options: Expediting %, On-time delivery, Inventory days, PO aging, Supplier OTIF, Forecast accuracy
      • Who owns the data that planners need to act daily, and how responsive are they to requests for clarifications or corrections? Options: Supply chain team, Procurement, IT, Plant operations, Supplier liaison, Other
      • How does the team typically feel during an escalation—overwhelmed, reactive, focused, or supported? Options: Overwhelmed, Reactive, Focused, Supported, Isolated

      Signals You Wish You'd Seen Earlier

      • What early warning signals existed before the failure that were ignored, missed, or unavailable?
      • Which external or supplier-generated signals do you currently receive (select all that apply)? Options: Supplier ETAs, Supplier confirmed lead times, Supplier capacity flags, Logistics disruption alerts, Weather/port delays, Supplier financial health scores, None
      • Are external signals fed automatically into planning tools or handled manually in spreadsheets? Options: Automated feed into planning, Automated into ERP then manual, Manual entry into spreadsheets, Not captured at all
      • Which data source do you trust least for lead-time and availability information? Options: Supplier self-report, ERP open PO dates, Inbound ASN/EDI, Planner estimates, Third-party logistics data
      • If you had one signal you could see in real time that would have prevented the last miss, what would it be?
      • How often do you refresh supplier lead-time assumptions today? Options: Daily, Weekly, Monthly, Quarterly, Ad-hoc/when issues occur

      Mapping Data Flows: From Systems to Spreadsheets to Decisions

      • If someone sketched arrows between every system, spreadsheet, and person in your planning chain, where would the thickest arrows be—what moves most frequently?
      • Which data elements are critical to daily replanning (select top 5)? Options: On-hand inventory, Open POs, Supplier lead times, Firm customer orders, Forecast, Production capacity, Safety stock policies, Transit times
      • How does latency in each of those data elements affect decisions (example: 24-hour delay in PO updates leads to X)?
      • What systems or manual steps create the most 'last mile' degradation of data quality (exports, merges, manual edits)?
      • Which transfer methods would your IT team prefer for a pilot connector (select all that apply)? Options: REST API, SOAP API, Direct DB read-only, SFTP CSV, Flat file ETL, EDI
      • For the product family we'd pilot, how many SKUs and average monthly transactions should we expect to move during the 90-day run?

      Constraints, Integration Deal‑Breakers, and What We Can't Touch

      • What integration or security constraints would immediately rule out a vendor (e.g., no custom middleware, on‑prem data residency, no writeback to ERP)?
      • Does your company have specific compliance or audit requirements we must meet for any data access (select all that apply)? Options: SOC 2, ISO27001, On-prem-only data, Encryption at rest, Vendor security review, Other
      • Are there windows where integrations cannot run (monthly close, quarterly audits, production freezes)? If so, when? Options: Monthly close, Quarterly close, Year-end, Weekly maintenance window, No windows
      • Which business processes must remain unchanged during a parallel pilot (i.e., what cannot be modified)?
      • What internal stakeholders must approve data access and in what order (list roles and typical approval lead time)?
      • If IT requires no custom middleware, are they willing to provision a connector user and test environment within 2–4 weeks? Options: Yes, Yes with conditions, No, Unsure—need to consult IT

      Reconstructing the Failure: A Forensic Walkthrough

      • Walk me step-by-step through the last missed-delivery starting from the moment the component lead time shifted—what happened next?
      • At which step in that sequence would earlier visibility have changed the outcome, and why?
      • Which reports or dashboards existed at the time that failed to flag the issue (select all that apply)? Options: ERP exception reports, Planner spreadsheets, S&OP summary, Supplier scorecards, None
      • Who was accountable for correcting the course and why did their actions not prevent the missed date?
      • What short-term fixes were implemented after the miss and which of them are still relied upon today?
      • If we could run a 7‑day simulated replay of that failure during the pilot, what exact data or interactions would you want captured?

      Signals for a Successful 90‑Day Parallel Pilot

      • If the pilot is going to prove it can expose the same blind spots, what conditions must be true on day one?
      • Which product family should we start with to maximize learning and impact (select one)? Options: Highest value/most revenue, Most frequent shortages, Most SKUs, Most strategic customer-facing
      • What baseline KPIs must be captured before we start so we can measure improvement (select all that apply)? Options: Expediting % of shipment value, Inventory days, On-time delivery %, Forecast accuracy, PO aging, Customer complaints
      • How many planner seats and which roles must participate daily in pilot review and validation?
      • What would you view as a successful 90-day outcome (quantified targets where possible)?
      • Realistically, what internal obstacles could delay or derail a pilot within the first 30 days? Options: IT delays, Data quality issues, Stakeholder availability, Change resistance, Other
  2. Outcome Discovery

    Define target outcomes, acceptance criteria (e.g., expediting cost reduction, inventory carrydown), and what must be true to succeed.

    Discovery Questions

    Start Here: The Moment That Changed Everything

    • In your own words, tell me the single most important thing that happened in the missed-delivery incident that brought us into this conversation.
    • When that missed delivery happened, roughly how much did expediting and corrective work cost as a percent of the shipment value? Options: <1%, 1–3%, 3–5%, >5%, Don't know / need to check
    • Which customer raised the corrective action request and how serious do you assess the reputational risk right now? Options: Top 3 customer — critical, Top 3 customer — moderate, Important customer — moderate, Not top-tier — manageable, Prefer not to say
    • Who first noticed the shortage and how was it discovered (e.g., planner spreadsheet, production upset, customer escalation)? Options: Planner spreadsheet, ERP alert/report, Production team escalation, Customer complaint, Supplier notice, Other
    • How long has the issue (missed deliveries or sudden lead-time jumps) been occurring in some form at your company? Options: New — first time, Occurring for months, Occurring for years, Intermittent over many years, Unsure
    • Quick practical check: which ERP are you using today and is your team satisfied with the embedded planning module? Options: SAP ECC / S/4HANA, Oracle EBS / Cloud, Infor, Microsoft Dynamics, IFS, Homegrown / other, We do not use ERP planning (spreadsheets only)

    Why Did Nobody See the Lead-Time Shift?

    • When a supplier lead time moves from 8 to 20 weeks in practice, what assumptions in your planning process let that change slip through without an elevated flag?
    • How often do you currently recalculate a full supply-demand plan for the affected product families? Options: Daily, Every few days, Weekly, Biweekly, Monthly, Only ad-hoc
    • Where are the critical planning calculations performed today (select all that apply)? Options: ERP planning module, Individual planner spreadsheets, Homegrown tools, 3rd-party planning software, Manual email/phone coordination
    • Tell me about the point of reconciliation between planners' spreadsheets and the ERP—how is it done and how long does reconciliation take?
    • Which data delays or blind spots matter most in these events (select up to three)? Options: Supplier lead-time updates, Open PO visibility, Inventory on-hand accuracy, Inbound transit visibility, Production capacity changes, Demand spike visibility
    • How often are supplier lead times formally revalidated with procurement, and when was the last full supplier lead-time review? Options: Within 30 days, 30–90 days, 3–6 months, 6–12 months, Longer than a year, Never
    • Describe one example where a planner tried to warn the organization about a risk and it did not result in action — what happened next?

    Who Really Decides — And Who Actually Blocks Change?

    • If the VP of Supply Chain owns vendor evaluation and the COO signs the check, who typically slows or blocks integrations, pilots, or data access in your company? Options: IT/Infrastructure, Finance, Procurement, Plant leadership, Security/Compliance, No one — fast decisioning
    • List the names/titles of the people who would need to say yes for a 90‑day parallel pilot to start, and what each person cares about most.
    • What is your IT team's stance on custom middleware—how likely are they to approve an integration that requires any bespoke adapters? Options: Flat no — no custom middleware, Possible but costly, Open with justification, We already have middleware, Unsure
    • How do you currently evaluate integration risk—what controls or proof points does IT require before allowing bidirectional data exchange?
    • When prior projects required cross-team work, what has been the fastest timeline you achieved from approval to pilot data access? Options: <2 weeks, 2–4 weeks, 4–8 weeks, 2–3 months, >3 months
    • Who will own day-to-day operations of a parallel pilot on your side (name/title) and what operational authority will they have to make changes?

    What Would Success Actually Feel Like Tomorrow Morning?

    • If this problem were solved, what behavior or dashboard would your planners look at first thing in the morning that they don't today?
    • Pick the top three objective outcomes that would convince the COO to fund a full roll‑out within 12 months. Options: Reduce expediting costs >X%, Lower inventory carrying cost %, Reduce stockouts by %, Improve on-time delivery %, Faster planning cycle (daily vs weekly), Better supplier SLA adherence
    • What specific percent reduction in expediting cost (or absolute $ figure) would be required before the COO would consider buy-in? Options: <1%, 1–3%, 3–5%, >5%, Specify dollar target
    • Beyond financials, what qualitative signs would indicate success (e.g., less firefighting, higher planner confidence, improved customer trust)?
    • Who would serve as the formal success approver at pilot close (title) and what evidence will they require to sign off? Options: VP Supply Chain, COO, Plant GM, Finance Director, Steering Committee
    • How soon after pilot completion would you expect to see measurable P&L impact if we hit target metrics? Options: Immediately (within quarter), Within 6 months, 6–12 months, Longer than 12 months, Unsure

    What Parts of Your System Are Off-Limits (Even for 90 Days)?

    • Which ERP tables, transaction types, or processes are non-negotiable to touch during a parallel pilot? Options: Sales orders (SO), Purchase orders (PO), Inventory on-hand, Planned orders, Bill of Materials, None — open to read/write in sandbox
    • Can you provision a read-only data feed or a sandbox ERP instance for the pilot? If yes, how quickly? Options: Yes — ready now, Yes — 2–4 weeks, Yes — 4–8 weeks, No, needs approval, Unsure
    • Which external signals do you already consume (or have access to) that you'd want included in planning—supplier risk scores, freight disruption feeds, market demand signals, quality flags? Options: Supplier risk scores, Freight/logistics alerts, Market demand indicators, Supplier order fill rates, None today
    • What security or compliance requirements must an external platform meet before IT will allow connections (e.g., SOC 2, ISO 27001, VPN, SSO)? Options: SOC 2 Type II, ISO 27001, SAML/SSO, IP allowlist/VPN, Data masking/anonymization, Other
    • If we propose bidirectional integration but no custom middleware, what would you want to see in the proposed architecture to feel comfortable?
    • Are there any contractual, regulatory, or supplier constraints that would prevent sharing supplier lead-time or shipment data externally? Options: Yes — contractual, Yes — regulatory, No, Need to confirm

    Design the 90‑Day Pilot That Would Make You Confident

    • What single product family should be the pilot focus—the one with the most dollar impact or the most volatile supplier base? Options: High-dollar assembly, Critical component group, Fast-moving SKU family, Custom / configured products, We need to workshop selection
    • Which KPIs will you monitor daily during the pilot to determine if the plan is improving (choose up to four)? Options: Expediting % of shipments, Inventory carrying $, Stockout incidents, On-time delivery %, Plan recalculation time, Forecast accuracy
    • What minimum evidence would validate that daily recalculation prevented a shortage—what data points and before/after comparisons are non-negotiable?
    • What is an acceptable pilot sample size (days, SKUs, plants) for you to feel confident in the statistical validity of results? Options: 90 days — single plant, 90 days — multi-plant, 60 days with large SKU sample, Other (specify)
    • How should we handle conflicts when the platform recommends changes that would alter planners' existing orders or POs during the parallel run? Options: Platform recommendations only — no PO changes, Recommendation + review + manual PO change, Automated PO change with guardrails, Other
    • Who will run weekly checkpoints and who needs to be present for go/no-go decisions during the pilot?

    People, Trust, and What Will Really Break or Make the Plan

    • When planners see a daily-recalculated plan that contradicts their spreadsheet, what do you expect their first reaction to be? Options: Skepticism/defensive, Curiosity/open, Indifference, Anger/blocked adoption, Depends on visible evidence
    • Tell me about a past change where planners adopted a new tool quickly — what helped adoption succeed?
    • What training, governance, or hands-on support would make planner teams comfortable trusting an automated daily plan? Options: On-site training, Shadowing support, Managed service during pilot, Access to historical scenarios, Governance committee
    • Which escalation paths should exist if the pilot indicates a worsening outcome for a critical customer during the run? Options: Immediate ops call with Plant/Planner, Pause automated recommendations, Finance/COO notified, Supplier corrective action, Other
    • What timeline for internal communications and change management feels realistic to keep momentum after a successful pilot? Options: Immediate cutover next quarter, Phased expansion 3–6 months, Slow rollout 6–12 months, Unsure — need governance meeting
    • How will we demonstrate trust to your key stakeholders—what artifacts, dashboards, or storylines matter most to your COO and VP?
  3. Solution Experience

    Walk through how daily recalculation, bidirectional ERP integration, and external risk signals prevent shortages in the customer's context.

    Experience Meetings

    • Solution Experience Kickoff — Confirm Current State, Consequence, and Future State
    • Daily Recalculation Model Walkthrough — Diagnosis and Proof
    • ERP Integration & Bidirectional Data Flow Workshop
    • External Risk Signals & Mitigation Scenario Lab
    • Solution Experience Validation & Pilot Readiness Decision

    Issues & Enhancements

    • Confirm how signal‑driven actions are surfaced to planners and how they will be reconciled with ERP commitments.
    • Validate model assumptions and confirm which inputs must be sourced from the customer's ERP and planning systems.
    • Agree on the exact KPI formulas and measurement cadence for the pilot.
    • Seller to run a second, deeper comparison run using a full 90‑day historical window and share results.
    • Customer to confirm and label the baseline week(s) used for comparison and provide any missing fields (safety stock, min order qty).
    • Seller to produce a one‑page 'proof summary' showing detection timing, expediting $ impact, and recommended planner actions.
    • Current ERP Landscape Recap
    • Get IT sign‑off on an integration path that uses supported connectors/APIs and requires no custom middleware.
    • Agree on exact field mappings and formats required from the ERP side for the pilot product family.
    • Confirm security, sandbox access, and the rollback/escation plan prior to any writeback testing.
    • Customer IT to provide ERP system details, a contact with admin rights, and sample API credentials or data export schedule for non‑prod access.
    • Seller to deliver a one‑page integration spec and a sample payload mapping file for IT review.
    • IT to complete the integration acceptance checklist and schedule the connector smoke test window.
    • External Signals Inventory
    • Demonstrate that external signals materially change planning decisions before a shortage becomes customer‑facing.
    • Agree on which external signal sources will be used for the pilot and the alerting thresholds for action.
    • Introductions & Objectives
    • Customer to provide supplier list with historical lead‑time distributions and preferred external data providers (if any).
    • Seller to produce a scenarios report showing detection time, planner action, and projected cost avoidance for each tested event.
    • Customer and seller to agree on alert thresholds that will be enforced during the 90‑day pilot.
    • Concise Recap of Preconditions and Proofs
    • Validate that the Solution Experience delivered diagnosis, proof, and customer validation for each core capability.
    • Obtain explicit readiness decision to proceed to the 90‑day parallel pilot with named owners and start date.
    • Lock pilot success metrics, acceptance tests, and rollback/escalation controls.
    • Customer executive (COO or delegate) to provide formal go/no‑go for the pilot and confirm budget allocation.
    • Seller to deliver a consolidated Pilot Runbook (scope, data feeds, connectors, success metrics, rollback plan).
    • Assign a customer pilot owner and a seller implementation lead and schedule the Pre‑Deployment Readiness meeting.
    • Customer to confirm non‑prod ERP access window and list of users to be included in pilot dashboards and alerts.
    • The customer can state the current failure in one sentence and acknowledges the quantified consequence.
    • Agree the one‑sentence future state that the Solution Experience must prove.
    • Confirm a concrete list of artifacts and owners required to run the experience on customer data.
    • Lock success metrics and acceptance thresholds for the 90‑day pilot.
    • Customer to provide the recent missed‑delivery case packet (POs, communications, root cause notes).
    • Customer to deliver sample ERP extracts (inventory, POs, lead times, purchase history) for the pilot product family.
    • Seller to prepare template KPIs and an acceptance‑criteria checklist for COO signoff.
    • Schedule the Model Walkthrough and ERP Integration Workshop with IT and planning owners.
    • Recap Preconditions (1‑sentence Current/Future/Consequence)
    • Prove that daily recalculation detects the specific lead‑time shift earlier than the customer's current weekly process.
    • Quantify the expected reduction in expediting and inventory carrying costs given the detection lead time improvement.
    • One‑Sentence Current State (Customer Reads)
    • Integration Architecture Options
    • Model Inputs & Assumptions
    • Consolidated KPI Forecast for 90‑Day Pilot
    • Signal-to‑Model Mapping
    • Data Mapping Walkthrough
    • Pilot Scope & Operational Plan
    • Scenario 1: Supplier Lead‑Time Spike
    • Quantified Consequence
    • Baseline (Weekly) vs Daily Recalculation Demo
    • Acceptance Tests & Cutover Criteria
    • One‑Sentence Future State
    • Bidirectional Exchange Patterns
    • Scenario 2: Logistics Disruption
    • Translate Detection into Business Consequence
    • Security, Compliance & Access Requirements
    • Risks, Escalation & Rollback Controls
    • Required Artifacts & Pre‑Work Review
    • Business Impact Translation
    • Tied‑Back Walkthrough to Missed‑Delivery Case
    • Success Metrics & Acceptance Criteria
  4. Solution Scope

    Define scope: initial product family, data feeds, ERP connector approach (no custom middleware), external signal sources, pilot length, and expansion plan.

    Scope Configuration

    • Deploy Bidirectional ERP Connector
    • Ingest Daily Demand and Sales Orders
    • Integrate Supplier Lead-Time and Risk Feeds
    • Integrate Logistics Disruption Alerts
    • Activate Daily Supply-Demand Recalculation Engine
    • Send Automated Planner Exception Alerts
    • Publish Expedite and PO Change Recommendations
    • Execute 90-Day Parallel Scenario Runs
    • Model Capacity, Routing, and Production Constraints
    • Automate Order Release and Rescheduling
    • Calculate Real-Time Expediting Cost Impact
    • Optimize Inventory Targets and Issue Replenishment Orders

    Scope Questions

    Deploy Bidirectional ERP Connector

    • Do you require bidirectional (read/write) ERP integration for the pilot? Options: Yes, No
    • Which ERP product and version will we connect to (e.g., SAP ECC 6.0, Oracle EBS 12.2, Infor LN)?
    • Which connector architecture is acceptable to your IT team? Options: Native ERP connector (preferred), Standard API/connector (no custom middleware), Custom middleware permitted
    • Which ERP objects must be exchanged bidirectionally for the pilot? Options: Purchase Orders, Planned Orders/Planners' proposals, Inventory Positions, Material Master/BOM, Sales Orders, Work Orders/Production Orders, Supplier Master, Other
    • Will write-back to production ERP be allowed during the pilot or limited to a sandbox/test instance? Options: Write-back to sandbox/test only, Write-back to production permitted with approvals, Read-only in pilot
    • Who is the IT owner for ERP connectivity and what is the expected timeline for providing credentials, test endpoints, and firewall/IP whitelisting?

    Ingest Daily Demand and Sales Orders

    • Do you want daily ingestion of demand forecasts, confirmed sales orders, or both? Options: Demand forecasts only, Sales orders only, Both demand forecasts and sales orders
    • What sources and formats hold the demand/sales order signals (ERP transactions, spreadsheets, EDI, CRM)? Options: ERP transactions, Spreadsheets/CSV, EDI, CRM, Other
    • What is the typical daily volume of sales order rows and forecast records to ingest? Options: <1k rows/day, 1k-10k rows/day, 10k-100k rows/day, >100k rows/day
    • Are there specific fields required from orders/forecasts (e.g., customer priority, requested ship date, PO number, ATP/CTP status)?
    • What is the acceptable latency for daily ingestion (e.g., before nightly cut, by 6am local)? Options: Within 1 hour of day start, Within 4 hours, End-of-day is acceptable, Other
    • Are there data quality issues we should expect (missing SKUs, inconsistent UOMs, duplicate orders)? Please list key known issues.

    Integrate Supplier Lead-Time and Risk Feeds

    • Do you currently capture supplier lead times and variability in your ERP or an external system? Options: ERP lead-time fields, External supplier portal, Spreadsheets, Not tracked centrally
    • Which supplier risk signals do you want ingested (lead-time changes, supplier risk score, capacity constraints, financial health)? Options: Lead-time changes, Supplier risk score, Supplier capacity alerts, Supplier financial alerts, Other
    • Which supplier data feeds are available (API, SFTP CSV, EDI, manual spreadsheets)? Options: API, SFTP/CSV, EDI, Manual upload/spreadsheet, No feeds available
    • For which product families or critical suppliers should we prioritize lead-time/risk integration during the pilot?
    • How frequently do supplier lead-time or risk signals need to be refreshed for effective daily recalculation? Options: Real-time/API, Daily, Weekly, Ad-hoc/manual
    • Are there contractual or privacy constraints for ingesting supplier data we should be aware of? Options: Yes, No

    Integrate Logistics Disruption Alerts

    • Which types of logistics signals are required (carrier delays, port congestion, customs holds, weather events)? Options: Carrier delays, Port congestion, Customs holds, Severe weather, Other
    • Which providers or feeds can supply these alerts (TMS, 3PL portal, third-party risk services)?
    • What delivery frequency and latency do you expect for logistics alerts (real-time, hourly, daily)? Options: Real-time/streaming, Hourly, Daily, Ad-hoc
    • Which SKUs, lanes, or shipments should be prioritized for logistics alerting during the pilot?
    • Do you want logistical alerts to automatically change plan recommendations or only surface as planner exceptions? Options: Auto-adjust plan, Surface as exception only, Configurable per alert type
    • Are there internal owners for logistics alert validation (e.g., logistics manager, planning team)? List names or roles.

    Activate Daily Supply-Demand Recalculation Engine

    • Do you want a full daily recalculation of the supply-demand plan or targeted recalculations for prioritized items? Options: Full daily recalculation, Targeted/priority families only, Hybrid
    • What are the target run windows and acceptable runtime for daily recalculation (e.g., complete within 2 hours)?
    • Which constraints must the engine consider (lead-times, batch sizes, lot traceability, safety stock, vendor minimums)? Options: Lead-times, Batch/lot sizes, Safety stock policy, Vendor minimum order quantities, Routing constraints, Other
    • Do you require scenario comparisons (e.g., baseline vs. mitigate-shortage) as part of daily runs? Options: Yes, scenario comparisons required, No, single-plan only, Optional
    • What historical window should be used to evaluate forecast accuracy and baseline performance during pilot (e.g., 6 months, 12 months)? Options: 3 months, 6 months, 12 months, Custom
    • Who will own model parameters and acceptance of daily-run outputs (planner, supply chain lead, AP/Procurement)? Options: Planner, VP Supply Chain, Procurement Lead, IT, Other

    Send Automated Planner Exception Alerts

    • Which exception types should trigger automated alerts (shortages, PO due soon, supplier lead-time jumps, logistics delays)? Options: Shortages/stockouts, PO changes/delays, Supplier lead-time jumps, Logistics delays, Capacity constraint warnings, Other
    • How should alerts be delivered during the pilot (email, in-app notifications, Slack/MS Teams, SMS)? Options: Email, In-app, Slack/MS Teams, SMS, Other
    • What severity levels and escalation paths do you want (info/warning/critical, 1st-line planner then manager)?
    • Who are the named recipients or roles that should receive exceptions for the pilot?
    • How often should recurring/persistent exceptions be re-notified if unresolved? Options: Daily, Every 3 days, Weekly, Only on status change
    • Do you require audit/logging of exceptions and planner responses for post-pilot analysis? Options: Yes, No

    Publish Expedite and PO Change Recommendations

    • Do you want the platform to generate specific expedite actions (create expedite PO, change qty, split PO) or only recommend actions to planners? Options: Auto-generate actions, Recommend only (planner approval), Configurable per action type
    • Which stakeholders should receive expedite/PO change recommendations (procurement, planner, supplier contact)?
    • What lead-time/cost thresholds trigger an expedite recommendation (e.g., expected expediting cost > 2% of shipment value)?
    • Should recommendations include preferred mitigation options ranked by cost and service impact? Options: Yes, ranked options, No, single recommended action, Optional
    • Do you require the recommendation history and justification stored for supplier/cust audit trails? Options: Yes, No
    • Will procurement require templates or pre-approved reasons for expedite approvals during pilot? Options: Yes, No

    Execute 90-Day Parallel Scenario Runs

    • Do you agree to run the platform in parallel to existing planning for a 90-day pilot? Options: Yes, No
    • Which product family(ies) should be included in the parallel pilot (single highest-value family recommended)?
    • What are the success metrics to track during the 90 days (expediting %, inventory carry, OTIF improvements)? Options: Expediting %, Inventory carrying cost, On-time in-full (OTIF), Forecast accuracy, Other
    • Who are the weekly checkpoint participants and decision owners for pilot go/no-go or iteration?
    • Do you want the parallel runs to include historical back-testing comparisons as part of validation? Options: Yes, back-testing required, No
    • Are there blackout periods or critical customer commitments during the pilot that limit testing windows? Options: Yes, No

    Model Capacity, Routing, and Production Constraints

    • Which manufacturing constraints must be modeled (machine hours, shifts, changeover times, routing lead-times)? Options: Machine hours, Shifts/crew, Changeover/setup times, Routing lead-times, Tooling availability, Other
    • Do you have routings/BOMs accessible in ERP that can be consumed by the model? Options: Yes, routings available, Partial data available, No, need manual mapping
    • What level of capacity detail is required (work center, machine-level, cell-level)? Options: Work center, Machine-level, Cell-level, Line-level
    • Are alternative routings or substitute operations used that should be captured? Options: Yes, No
    • How should the model prioritize conflicts (customer priority, earliest due date, margin, manual rule)? Options: Customer priority, Earliest due date, Highest margin, Manual planner override, Custom
    • Who will validate modeled constraints and capacity assumptions during pilot (production manager, planning lead)?

    Automate Order Release and Rescheduling

    • Do you want automatic release of replenishment/production orders from the platform to ERP or manual approval before release? Options: Auto-release to ERP, Manual approval required, Hybrid
    • What rescheduling rules are acceptable (soft-reschedule with notification, hard reschedule write-back)? Options: Soft-reschedule (notify planners), Hard reschedule (ERP update), Configurable per document type
    • Which order types should be included (planned orders, POs, work orders, transfer orders)? Options: Planned orders, Purchase Orders (POs), Work Orders/Production Orders, Transfer orders
    • What approval workflow or thresholds govern automated releases (value thresholds, supplier exceptions)?
    • How should the system handle in-flight orders that are partially received or in production when reschedules occur? Options: Cancel and replace, Modify remaining quantity, Leave in-flight unchanged, Custom handling
    • What rollback or safety controls are required before any automated ERP write is executed?
  5. Mutual Commit

    Finalize commercial terms, 90‑day parallel pilot methodology, success metrics, and COO budget approvals.

    Agreement Modules

    • Non-Disclosure Agreement (NDA)
    • Master Services Agreement (MSA)
    • Statement of Work (SOW)
    • 90‑Day Parallel Pilot Annex
    • Commercial Terms & Pricing Schedule
    • COO Budget Approval / Purchase Order
    • Data Processing and Security Agreement (DPA)
    • Integration & Implementation Plan
    • Service Level Agreement (SLA) — Pilot Support
    • Governance & Escalation Plan
    • Acceptance Criteria & Success Metrics Statement
    • Change Order Agreement
    • Termination, Rollback & Exit Plan
  6. Deployment

    Operationalize rollout with readiness checks, enablement, and outcome validation.

    1. Pre-Deployment Readiness

      Confirm data access, ERP connector configurations, owners, environments, and escalation/rollback controls before pilot start.

      Readiness Questions

      Quick Check — Who’s on Deck for the Pilot?

      • Which people or roles will be actively involved day-to-day in the 90‑day pilot from your side? Options: VP Supply Chain, COO, IT Director, ERP Administrator, Plant/Operations Manager, Procurement Lead, Planner/Planner Team Lead, Quality/Compliance, Other (please name)
      • Who should we use as the single coordinator for scheduling, approvals, and technical access?
      • Which ERP(s) and version(s) will this pilot integrate with? Options: SAP ECC, SAP S/4HANA, Oracle EBS, Oracle Cloud ERP, Infor LN, IFS, Microsoft Dynamics 365, Other (please specify)
      • What is your preferred window to begin the pilot? Options: Immediately (0–2 weeks), Soon (2–6 weeks), Plan for next quarter (6–12 weeks), Later / uncertain
      • Who has final approval to grant ERP read/write access and sign off on credentials? Options: VP Supply Chain, COO, IT Director, ERP Admin, Security/Compliance Owner, Other

      If 'Access' Fails, the Pilot Fails — Are You Ready?

      • What single technical, organizational, or policy obstacle would stop us from obtaining the ERP and data access we need within the planned timeline?
      • Who is the gatekeeper for those obstacles (name, role), and how long does their approval cycle typically take?
      • Are there procurement, vendor-risk, or security questionnaires we must complete before access is granted? Options: Yes — standard vendor questionnaire, Yes — extended security review, No, Unsure
      • Do you have an existing list of allowed IPs, VPN requirements, or identity providers (SSO) we must integrate with? Options: IP allowlist, VPN, SAML/SSO (Okta/AzureAD), None / not applicable, Unsure
      • If custom middleware is proposed, what is your IT team's tolerance for approving it? Options: Zero tolerance — no custom middleware, Limited tolerance with security review, Acceptable if vendor-supported, Unsure

      Where Does the Data Live — and Is It Honest?

      • How confident are you that your ERP and source systems reflect the true planning state versus spreadsheet reconciliations? Options: Very confident, Somewhat confident, Not confident, We don't know
      • Which data feeds will we need daily for the pilot (select all that apply)? Options: Current inventory by location, Open purchase orders, Supplier lead times / ETA, Work orders / capacity, Committed production schedule, Forecast/demand plan (spreadsheets), Cost/price data, Other
      • Can you provide a representative sample extract for each selected feed (CSV/DB dump/API endpoint) within two weeks of kickoff? Options: Yes — full sample available, Yes — partial samples, No — will take longer, Unsure
      • Have you measured data quality issues (duplicates, missing lead times, stale forecasts) before? If so, give one concrete example and impact.
      • Who will own field-level mapping and validation (name/role) and what SLA do they operate under for fixes?

      Who Owns the Keys — Roles, Responsibilities, and Escalation

      • If a daily connector failure occurs at 07:30 on a weekday, who is expected to respond and within what timeframe?
      • Which person/role will have authority to pause connector writes or stop the pilot if data integrity is at risk? Options: IT Director, ERP Admin, VP Supply Chain, COO, Other
      • What is your formal escalation path (who do we call at each step) for production-impacting issues during the pilot?
      • What on-call or out-of-hours coverage exists for critical incidents during pilot weekdays and weekends? Options: 24/7 on-call, Business hours only, Extended hours but not 24/7, None / not defined
      • Would you prefer escalation by phone, email, or a ticketing system? Which systems (e.g., ServiceNow, Jira)? Options: Phone, Email, ServiceNow, Jira, Other

      Sandbox or Real Plant — Which Environment Will We Use?

      • What environment do you want the pilot to run against: a masked production copy, production read‑only, or a sandbox with synthetic data? Options: Masked production copy, Production (read‑only for reads, controlled writes), Sandbox with synthetic data, Hybrid (mix)
      • Does your legal or security team require data masking or anonymization before any data leaves your environment? Options: Yes — strict masking required, Some masking required, No, Unsure
      • Will we be allowed to create test orders or change orders in the chosen environment for reconciliation tests? Options: Yes — permitted, Only in sandbox, No — not permitted, Requires approval
      • Is the pilot environment representative of production in volume and integrations (supplier EDI, WMS, logistics), or will we need to account for differences? Options: Representative, Partially representative, Not representative, Unsure
      • If not representative, list the gaps you expect us to encounter during the pilot and how you currently mitigate them.

      Can We Bring the ERP Connector Without Middleware?

      • Given your IT policy against custom middleware, what would be the simplest approved path for bidirectional data exchange (e.g., API, SFTP drop, direct DB read)? Options: REST/SOAP APIs, SFTP/flat-file, Direct DB read-only, Middleware allowed with vendor support, Other
      • Which authentication methods and security protocols must any connector support (select all that apply)? Options: OAuth2, API Keys, SAML/SSO, VPN/IP allowlist, SSH/SFTP keys, Encrypted DB connections
      • What ERP hooks or API rate limits exist that could affect daily full-plan recalculation and near‑real‑time syncs?
      • Are there internal change-control windows (maintenance windows) we must avoid for connector installs or schema changes? Options: Daily maintenance window, Weekly scheduled window, Monthly, No restrictions, Other
      • If our preferred connector approach requires a small ERP config change, what approval steps and timelines should we expect?

      Backout, Rollback, and Emergency Stop — What's the Plan?

      • If the pilot introduces bad data or incorrect commitments, how quickly can you restore the ERP to the pre‑pilot state? Options: Within hours, Within 24 hours, Within 3–7 days, Longer / uncertain
      • Who signs the rollback authorization and what are the exact conditions that trigger a rollback?
      • Do you have point‑in‑time backups and a tested restore process we can rely on if we need to undo changes? Options: Yes — tested backups/restores, Backups exist but not recently tested, No backups, Unsure
      • What manual controls or approvals do you expect before we execute any write actions (e.g., confirm list, staged approval)? Options: Approve per transaction, Daily batch approval, Automated writes with audit trail only, Other
      • Would you like the pilot to include a documented rollback playbook with named owners and run‑book steps? Options: Yes — required, Nice to have, No

      Security, Compliance, and Audit — Will Your Risk Team Say Yes?

      • What security certifications or compliance checks must the vendor meet to proceed (e.g., SOC2, ISO27001, supplier risk checklist)? Options: SOC2, ISO27001, Internal security questionnaire, None, Other
      • Do you require penetration testing, code review, or third‑party attestations before allowing connectors into your environment? Options: Yes — penetration test, Yes — code review, Yes — both, No, Unsure
      • What logging, audit trail, and retention policies must we adhere to for any data writes or alerts created by the platform?
      • Are there contractual or legal requirements around supplier/customer data that affect what fields we can store or display? Options: Yes — strict limits, Moderate restrictions, No specific requirements, Unsure
      • How long does your vendor security review process usually take from submission to approval? Options: <2 weeks, 2–4 weeks, 1–3 months, >3 months

      Monitoring, KPIs, and Who Watches the Dashboards

      • Who on your team will be accountable for monitoring daily KPI alerts and acting on exceptions? Options: Planner/Team Lead, VP Supply Chain, Operations Manager, IT Support, Other
      • Which KPIs must be captured and validated during the pilot (select top priorities)? Options: Expediting % of orders, Inventory carrying $/days, OTIF (On Time In Full), Emergency PO count, Planner time saved, Supplier ETA variance
      • What cadence do you want for KPI reviews and who should attend weekly checkpoints? Options: Daily operational huddle, Weekly review (recommended), Biweekly, Monthly
      • Which systems will be the source of truth for validating pilot results (ERP reports, financial systems, independent audits)? Options: ERP reports, Finance ledger, Logistics/WMS, Manual audit, Other
      • How should alerts be delivered (email, Slack/Teams channel, pager, ticket creation)? Options: Email, Slack/Teams, Pager/Phone, Create ticket in ITSM, Other

      Operational Scenarios — Walk Us Through the Worst Case

      • Describe a recent missed‑delivery incident driven by a supply lead time shift—who noticed, when, and what immediate actions were taken?
      • How frequently do similar near‑misses happen across your product families (Daily, Weekly, Monthly, Rarely)? Options: Daily, Weekly, Monthly, Rarely
      • When that failure occurred, who bore the cost (expediting, penalties, customer credits) and how was it measured? Options: Operations, Supply Chain, Finance, Shared across functions, Other
      • What manual workarounds or shadow processes exist today that hide these risks from leadership?
      • If our platform had been live prior to that event, what are the top three signals you would have wanted to see to avoid the miss?

      What Success Looks Like — Remove the Guesswork

      • If the pilot is judged a success, what specific metric improvements will you require to recommend full deployment? Options: Reduction in expediting %, Inventory carrying $ reduction, Improved OTIF %, Fewer emergency POs, Planner hours saved, Other
      • Please state the numeric target you would accept for the most important metric (e.g., reduce expediting from X% to Y% within 90 days).
      • Who must sign the acceptance criteria at pilot close (name and role)?
      • How will you validate improvements—do you require a statistical comparison to the same historical window, financial reconciliation, or executive summary? Options: Statistical comparison to history, Financial reconciliation, Executive summary with KPIs, Other
      • If the pilot meets KPIs but operational teams resist going live, what additional evidence would help win adoption?

      Small Bets, Big Confidence — Commitments to Start

      • What single dependency—technical, budgetary, or people—would cause you to delay the pilot by more than two weeks?
      • Which formal signoffs do you need in place before connector deployment (select all that apply)? Options: IT security signoff, ERP admin approval, VP Supply Chain, COO budget approval, Legal/contract signoff
      • Would you be willing to start with a narrowly scoped product family and limited data feed to de‑risk the first two weeks? Options: Yes — prefer narrow scope, Prefer full scope from day one, Unsure
      • List the top three actions you will commit to this week to remove blockers for pilot start (names and due dates).
    2. Pilot Execution

      Execute the 90-day parallel pilot with daily plan recalculations, monitored KPIs (expediting %, inventory carry), and weekly stakeholder checkpoints.

    3. Pilot Validation

      Validate pilot results against historical performance, confirm measurable reductions, and agree criteria for cutover or iteration.

      Validation Questions

      Start Here: A Quick Snapshot

      • In one sentence, which product family will we pilot first and why?
      • Which ERP system is the primary source of truth for that product family? Options: SAP ECC / S/4HANA, Oracle E-Business Suite / Cloud, Infor M3, Microsoft Dynamics 365, IFS, Other (please name), We don’t know / multiple
      • What is your company's annual revenue band? Options: $500M–$1B, $1B–$2B, $2B–$3B, $3B–$5B, Prefer not to say
      • Who is the primary internal champion for solving missed deliveries and planning gaps? Options: VP of Supply Chain, Head of Planning/Inventory, COO, Plant Manager, Other (please name)
      • When would you ideally like a pilot to start (month/quarter)? Options: ASAP (within 30 days), Next 1–2 months, Next quarter, In 3–6 months, Undecided

      When the Alarm Rang: Tell Us the Story

      • Tell us the story of the moment you realized a committed shipment would be missed—who noticed it and how did it come to light?
      • How long between the first sign of risk (e.g., supplier lead-time change) and the time the production schedule was already committed? Options: Less than 24 hours, 1–3 days, 1 week, 2–4 weeks, More than a month
      • Which event triggered the escalation (select all that apply)? Options: Supplier late notice, ERP data mismatch, Planner spreadsheet reconciliation failure, Logistics delay, Quality hold, Other (please describe)
      • What immediate business impact did the missed delivery create (choose top 2)? Options: Expediting cost increase, Customer penalty / corrective action, Lost revenue, Production downtime, Customer relationship damage, Other
      • How did that moment feel for your planning team and leadership—frustrated, blindsided, resigned, angry, something else? Options: Frustrated, Blindsided, Resigned, Angry, Motivated to fix it, Other (describe)

      What You Didn’t See Coming — Root Causes

      • Which single assumption in your planning process turned out to be false and led to the failure? Options: Supplier lead times are stable, Weekly batch planning is sufficient, ERP reflects true inventory, Planners will catch exceptions manually, Spreadsheets accurately reconcile demand, Other (explain)
      • How often do planners reconcile spreadsheet forecasts against ERP data today? Options: Daily, Weekly, Bi-weekly, Monthly, Ad hoc
      • Where do you most commonly lose visibility between demand and supply (select top 3)? Options: Supplier lead-time changes, In-transit inventory, Safety stock being consumed, Unrecorded PO changes, Capacity constraints at production, Data latency in ERP
      • When those visibility gaps appear, how long does it usually take before a planner notices and acts? Options: Same day, 1–3 days, 1 week, More than a week, Often not noticed until escalation
      • Give a brief example of a recurring reconciliation or handoff that breaks: who does it, what tool they use, and why it fails?

      Who Holds the Switch? Decision, Budget, and Pushback

      • Who in your organization would be the one to say 'not now'—whose objection could stop this evaluation dead in its tracks? Options: COO, CFO, IT Director, Plant Leadership, VP Supply Chain, Other (name)
      • Which criteria will the COO use to authorize budget for an annual platform license (select top 3)? Options: Reduction in expediting costs, Lower inventory carrying cost, Improved OTIF / on-time delivery, Speed of integration (no custom middleware), Clear pilot success metrics, ROI within 12 months
      • What integration concerns does IT raise most often about new platforms? Options: Requirement for custom middleware, Security/compliance gaps, High maintenance/API instability, ERP version incompatibility, Data ownership/lineage concerns, Other
      • Who else must be consulted or signed off before a pilot can run (names and roles)?
      • How quickly can the decision group convene to approve a pilot once commercial terms are acceptable? Options: Within 1 week, 1–2 weeks, Next quarter, Need to schedule C-suite meeting, Undecided

      How Much Is This Costing You, Really?

      • For the last 12 months, what is your estimated average expediting cost as a percent of shipment value? Options: <1%, 1–3%, 3–5%, 5–10%, >10%, Don’t know / need to calculate
      • How frequently do you experience a 'missed delivery' event that triggers expediting or customer penalties? Options: Weekly, Monthly, Quarterly, Twice a year, Rarely
      • Beyond direct expediting, what secondary costs or impacts did you see after the most recent failure (select all that apply)? Options: Customer corrective action, Rework or scrap, Lost future orders, Expedited freight surcharges, Planner overtime, Other (detail)
      • Do you have a baseline for inventory carrying cost per product family (or would you like help establishing one)? Options: Yes, baseline exists, Partial data (estimates), No baseline — need help
      • If you had to pick one number the COO would want to see improve in year one, what is it and why?

      Imagine a Moment Without Shortages

      • If shortages stopped appearing after schedule commitment, what would change for your top customer relationships? Options: Fewer penalties/claims, Stronger renewal likelihood, Improved supplier rating, Reduced escalation emails/calls, Other (describe)
      • Which operational outcomes would mean the pilot 'succeeded' for you (select up to 4)? Options: >30% reduction in expediting spend, 10–20% inventory reduction, Daily plan recalculation implemented, Accurate early supplier delay alerts, Bidirectional ERP sync with no middleware, Improved planner productivity
      • What would the planners say feels different day-to-day if the new approach worked? Options: Less fire-fighting, Fewer spreadsheets, Clearer exception lists, Faster decision cycles, More trust in the plan, Other
      • What must be true about data quality and access for your team to trust daily recalculations?
      • Describe the single most meaningful customer-facing KPI you'd want improved and how you’d measure it.

      Integration: The Dealbreaker Questions

      • What precise integration requirement would make you walk away from any vendor today? Options: Requires custom middleware, No bidirectional ERP sync, Cannot mask PII/secure data, Incompatible with ERP version, Excessive IT resource demands, Other (specify)
      • Which data feeds do we need read/write access to for the pilot (select all that apply)? Options: Inventory balances, Open POs, Supplier lead times / confirmations, Production schedules / capacities, Demand forecasts / customer orders, Shipping / ASN data
      • How tolerant is your IT team of one-off connectors or middleware for the pilot? Options: Zero tolerance—no middleware, Limited tolerance for non-production connectors, Acceptable for quick proof-of-concept, Undecided—needs IT review
      • Who will own authentication, staging environments, and data permissions on your side?
      • Are there regulatory or audit controls we must respect during the pilot (e.g., ITAR, SOX, GDPR)? Options: Yes (please list), No, Unsure—need to confirm

      Pilot That Proves It — Design & Metrics

      • If the pilot could prove just a single claim to your COO, which claim would close the deal? Options: Reduced expediting spend, Lower inventory levels, Reliable early supplier risk detection, Seamless ERP bidirectional sync, Improved OTIF for prioritized SKUs
      • Confirm the pilot approach you prefer: Options: 90-day parallel pilot (recommended), Shorter proof-of-concept, Pilot on a longer timeline, Undecided—need guidance
      • Which daily and weekly KPIs should we monitor together during the pilot (select up to 5)? Options: % of SKUs with expediting actions, Expediting cost ($) and % of shipment value, Inventory days of supply (by SKU), Forecast vs actual variance, Number of planner exceptions flagged/day, On-time in-full (OTIF) for pilot SKUs
      • What test scenarios should be included to validate performance (select all that apply)? Options: Supplier lead-time spike, Partial PO cancellations, Sudden demand surge, Capacity constraint at plant, In-transit delay / ASN mismatch
      • What cutover criteria would make you move from pilot to production (be specific, numbers and timeline preferred)?
      • Who will be the pilot success owner on your side (name, title, responsibilities)?

      Risks, Escalations, and What Could Stop Cutover

      • If the pilot fails, what’s the most likely reason you expect—data, people, process, or tech? Options: Data quality/access, Lack of stakeholder engagement, Integration failures, Unrealistic expectations/metrics, Other (specify)
      • What escalation path do you want us to use if we hit a major blocker during the pilot? Options: Weekly steering committee, Immediate executive alert (COO/CIO), Technical war-room with IT, Escalate to vendor leadership, Other (describe)
      • What tolerances or thresholds would force a pilot pause or rollback (e.g., >X data errors/day, integration outages >Y hours)?
      • Which internal teams must remain actively engaged throughout the pilot to avoid failure (select all that apply)? Options: Planning/APS team, IT/Integration, Procurement/Sourcing, Operations/Plant, Finance (for cost tracking), Customer service/Account management
      • What would make you decide to iterate on the pilot rather than cutover immediately, and who signs off on that choice?

      Next Steps & True Commitment

      • What remains outstanding for you to feel comfortable approving a 90‑day parallel pilot today? Options: Budget approval, IT integration sign-off, Pilot scope finalized, Executive sponsor confirmation, Legal/contract review, Other
      • What timeline would you propose for a decision meeting if we deliver a firm pilot plan in the next 7 days? Options: Within 1 week, 1–2 weeks, Next quarter, Need to check calendars
      • What documentation or evidence do you need from us to present to the COO (case studies, ROI model, integration architecture, security docs)? Options: ROI model, Relevant case study, Integration architecture diagram, Security/compliance package, Pilot statement of work
      • Who on your team should we include in the initial pre-deployment checklist workshop (names and roles)?
      • What would a successful first 30 days of the pilot look like from your perspective?
  7. Success

    Confirm cutover, review outcomes against targets, and maintain a shared backlog for issues and enhancements.

    Success Reviews

    • Cutover Decision Meeting
    • Pilot Outcomes Validation Workshop
    • Shared Backlog Prioritization & Governance
    • Operational Readiness & Handover
    • Executive Review & Financial Signoff

    Issues & Enhancements

    • Confirm which acceptance criteria were met and which require remediation, with evidence.
    • Obtain and record formal budget approval or signed contract amendment for expansion.
    • Schedule expansion kickoff and assign executive sponsor and program lead.
    • Publish approved executive communications and stakeholder notification plan.
    • Opening & Objectives
    • Secure a clear go/no‑go decision with named approvers and any conditional requirements documented.
    • Confirm that pilot acceptance criteria were met or define required remediation to achieve acceptance.
    • Ensure rollback and escalation controls are in place and owners are identified before cutover.
    • Establish a cutover schedule with accountable owners and immediate next steps.
    • Publish formal cutover decision record (go/no‑go), conditions, and approver signatures.
    • Execute pre‑cutover checklist and confirm each item as complete before the scheduled cutover window.
    • Distribute cutover communications to affected teams and external stakeholders.
    • Confirm and publish rollback runbook and the 24/7 escalation contact list.
    • One‑sentence Current State & Consequence
    • Validate the integrity of pilot data and KPI calculations so results are auditable.
    • Operational State Summary & Role Confirmation
    • Assign remediation actions and timelines for any failed criteria and define re‑validation approach.
    • Produce and circulate a pilot validation report with source extracts, calculation logic, and supporting evidence.
    • Open remediation tickets for any failed criteria with owner, target date, and validation metric.
    • Schedule follow‑up validation review once remediation items have been addressed.
    • Inventory of Open Items from Pilot
    • Create a single prioritized backlog with categorization and clear severity definitions.
    • Assign owners and SLAs for each high‑impact item and agree release windows.
    • Establish governance, update cadence, and tool access for transparent backlog management.
    • Populate the agreed backlog tool with all pilot findings, priorities, owners, and SLAs.
    • Schedule weekly triage meetings and invite backlog stakeholders per the governance model.
    • Publish escalation and executive notification templates for critical issues.
    • Ensure all operational runbooks and SOPs are reviewed, approved, and accessible.
    • Confirm monitoring and alerting are configured with identified owners and response SLAs.
    • Complete knowledge transfer and training commitments for operations and planners.
    • Establish a clear support roster and escalation path for the cutover and initial production period.
    • Publish approved runbooks and ensure operational teams have read access and sign‑off.
    • Enable production dashboards and alert subscriptions for named owners.
    • Deliver and record training sessions; collect attendee confirmations and readiness signoffs.
    • Confirm on‑call roster and distribute escalation contacts to all stakeholders.
    • Executive Summary (Current → Consequence → Future)
    • Secure executive acceptance of pilot outcomes and alignment on business case.
    • Obtain COO budget approval or clear next steps to finalize commercial terms.
    • Agree on rollout/expansion scope, timeline, and top 3 measurable goals for the next phase.
    • Approve executive communications plan announcing cutover and ROI to stakeholders and key customers.
    • Produce an executive cutover and ROI one‑pager and distribute to signatories.
    • Concise Current State
    • Data & Methodology Review
    • Runbook & SOP Review
    • Categorize by Impact & Severity
    • Financial Outcomes vs Targets
    • Prioritization Exercise (RICE/MoSCoW)
    • Monitoring, Alerts & Dashboards
    • Consequence Recap
    • KPI Deep Dive
    • Operational & Risk Reductions
    • Training & Knowledge Transfer Plan
    • Commercial & Budget Closure
    • Assign Owners, SLAs & Release Windows
    • KPI Results vs Acceptance Criteria
    • Root‑Cause Analysis for Variances
    • Risks, Open Issues & Rollback Controls
    • Support Roster, SLAs & Escalation Paths
    • Communications & Change Management
    • Validation Exercises & Stakeholder Confirmation
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