Supply Chain Planning Software
Platform decisions with deep integration complexity, organizational change, and long-term data stakes.
Inside this journey
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Pre-Discovery
Align the room on outcomes, decision process, and constraints before deeper discovery.
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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?
- Roughly how large was the expediting cost as a percent of the shipment value in that event?
- Who first raised the problem internally (planner, buyer, operations manager, customer rep, 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?
- What was your initial internal hypothesis for root cause (supplier lead-time change, demand spike, data mismatch, ERP lag, human 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?
- Who is the ultimate budget approver for a platform purchase of this type?
- Which three evaluation criteria will matter most when you compare vendors (pick up to three)?
- What is the acceptable timeline for a decision and contract signature?
- 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?
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?
- What is your primary planning cadence today?
- Which tools and systems are part of your planning workflow right now (select all that apply)?
- Which ERP system(s) do you use? If multiple, list them and where they are used.
- 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?
- Which data elements commonly mismatch between spreadsheet and ERP (lead times, on-hand inventory, open POs, demand forecasts, BOM/recipes)?
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?
- Which external signals do you currently ingest or monitor (supplier lead-time history, financial health scores, transportation alerts, commodity price spikes)?
- How do you prioritize which supply exceptions get escalated to leadership?
- 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)?
- 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?
- 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)?
- Which product family would you choose for an initial pilot and why (revenue share, criticality, supply variability, customer visibility)?
- 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)?
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?
- What data objects must flow between systems for the pilot (select all that apply)?
- 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?
- 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?
- Which success metrics should we track daily and report weekly (choose all that apply)?
- Who will own pilot governance (RACI): executive sponsor, pilot lead, IT owner, planner champion, vendor success manager?
- 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)?
- 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?
- 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)?
- 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)?
- 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)?
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?
- What documents or artifacts can you share now to accelerate scoping (current planning process map, spreadsheet sample, ERP data dictionary, recent CAR)?
- Who should receive the weekly pilot readiness/checkpoint invites (names and roles)?
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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?
- How quickly does leadership expect a visible improvement in expediting and inventory metrics (timeline preference)?
- How did this failure feel for the planning team and operations leaders—what emotions came up (e.g., embarrassed, defensive, determined)?
- 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?
- Which of the following root causes most commonly led to those failures in the last 12 months?
- When a critical mismatch is discovered, how long typically elapses between discovery and the first corrective action (hours/days)?
- Who usually discovers the problem first—planner, buyer, production scheduler, customer service, or the customer?
- What immediate remedies are used when shortages are found (select all that apply)?
- How often do these failures trigger formal corrective action reports (CARs) or customer escalation?
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?
- How many distinct spreadsheets or workbooks are part of your planning reconciliation process for a single product family?
- 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)?
- Estimate total planner hours spent per week on reconciliations and spreadsheet maintenance for the pilot product family.
- 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?
- Which modules of the ERP are used in day-to-day planning (select all that apply)?
- How does data currently move between the ERP and planning spreadsheets/tools (select all that apply)?
- Is IT open to a bidirectional connector that writes planned PO/firming decisions back into the ERP without custom middleware?
- What ERP-related constraints have blocked previous integrations (security, change control, lack of sandbox, customization)?
- 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?
- Describe the regular decision rhythm: what meetings, cadence, and artifacts govern supply decisions today?
- 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)?
- Who owns the data that planners need to act daily, and how responsive are they to requests for clarifications or corrections?
- How does the team typically feel during an escalation—overwhelmed, reactive, focused, or supported?
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)?
- Are external signals fed automatically into planning tools or handled manually in spreadsheets?
- Which data source do you trust least for lead-time and availability information?
- 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?
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)?
- 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)?
- 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)?
- Are there windows where integrations cannot run (monthly close, quarterly audits, production freezes)? If so, when?
- 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?
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)?
- 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)?
- What baseline KPIs must be captured before we start so we can measure improvement (select all that apply)?
- 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?
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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?
- Which customer raised the corrective action request and how serious do you assess the reputational risk right now?
- Who first noticed the shortage and how was it discovered (e.g., planner spreadsheet, production upset, customer escalation)?
- How long has the issue (missed deliveries or sudden lead-time jumps) been occurring in some form at your company?
- Quick practical check: which ERP are you using today and is your team satisfied with the embedded planning module?
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?
- Where are the critical planning calculations performed today (select all that apply)?
- 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)?
- How often are supplier lead times formally revalidated with procurement, and when was the last full supplier lead-time review?
- 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?
- 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?
- 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?
- 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.
- What specific percent reduction in expediting cost (or absolute $ figure) would be required before the COO would consider buy-in?
- 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?
- How soon after pilot completion would you expect to see measurable P&L impact if we hit target metrics?
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?
- Can you provision a read-only data feed or a sandbox ERP instance for the pilot? If yes, how quickly?
- 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?
- What security or compliance requirements must an external platform meet before IT will allow connections (e.g., SOC 2, ISO 27001, VPN, SSO)?
- 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?
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?
- Which KPIs will you monitor daily during the pilot to determine if the plan is improving (choose up to four)?
- 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?
- How should we handle conflicts when the platform recommends changes that would alter planners' existing orders or POs during the parallel run?
- 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?
- 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?
- Which escalation paths should exist if the pilot indicates a worsening outcome for a critical customer during the run?
- What timeline for internal communications and change management feels realistic to keep momentum after a successful pilot?
- How will we demonstrate trust to your key stakeholders—what artifacts, dashboards, or storylines matter most to your COO and VP?
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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
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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?
- 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?
- Which ERP objects must be exchanged bidirectionally for the pilot?
- Will write-back to production ERP be allowed during the pilot or limited to a sandbox/test instance?
- 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?
- What sources and formats hold the demand/sales order signals (ERP transactions, spreadsheets, EDI, CRM)?
- What is the typical daily volume of sales order rows and forecast records to ingest?
- 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)?
- 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?
- Which supplier risk signals do you want ingested (lead-time changes, supplier risk score, capacity constraints, financial health)?
- Which supplier data feeds are available (API, SFTP CSV, EDI, manual spreadsheets)?
- 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?
- Are there contractual or privacy constraints for ingesting supplier data we should be aware of?
Integrate Logistics Disruption Alerts
- Which types of logistics signals are required (carrier delays, port congestion, customs holds, weather events)?
- 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)?
- 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?
- 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?
- 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)?
- Do you require scenario comparisons (e.g., baseline vs. mitigate-shortage) as part of daily runs?
- What historical window should be used to evaluate forecast accuracy and baseline performance during pilot (e.g., 6 months, 12 months)?
- Who will own model parameters and acceptance of daily-run outputs (planner, supply chain lead, AP/Procurement)?
Send Automated Planner Exception Alerts
- Which exception types should trigger automated alerts (shortages, PO due soon, supplier lead-time jumps, logistics delays)?
- How should alerts be delivered during the pilot (email, in-app notifications, Slack/MS Teams, SMS)?
- 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?
- Do you require audit/logging of exceptions and planner responses for post-pilot analysis?
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?
- 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?
- Do you require the recommendation history and justification stored for supplier/cust audit trails?
- Will procurement require templates or pre-approved reasons for expedite approvals during pilot?
Execute 90-Day Parallel Scenario Runs
- Do you agree to run the platform in parallel to existing planning for a 90-day pilot?
- 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)?
- 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?
- Are there blackout periods or critical customer commitments during the pilot that limit testing windows?
Model Capacity, Routing, and Production Constraints
- Which manufacturing constraints must be modeled (machine hours, shifts, changeover times, routing lead-times)?
- Do you have routings/BOMs accessible in ERP that can be consumed by the model?
- What level of capacity detail is required (work center, machine-level, cell-level)?
- Are alternative routings or substitute operations used that should be captured?
- How should the model prioritize conflicts (customer priority, earliest due date, margin, manual rule)?
- 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?
- What rescheduling rules are acceptable (soft-reschedule with notification, hard reschedule write-back)?
- Which order types should be included (planned orders, POs, work 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?
- What rollback or safety controls are required before any automated ERP write is executed?
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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
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Deployment
Operationalize rollout with readiness checks, enablement, and outcome validation.
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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?
- 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?
- What is your preferred window to begin the pilot?
- Who has final approval to grant ERP read/write access and sign off on credentials?
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?
- Do you have an existing list of allowed IPs, VPN requirements, or identity providers (SSO) we must integrate with?
- If custom middleware is proposed, what is your IT team's tolerance for approving it?
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?
- Which data feeds will we need daily for the pilot (select all that apply)?
- Can you provide a representative sample extract for each selected feed (CSV/DB dump/API endpoint) within two weeks of kickoff?
- 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?
- 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?
- Would you prefer escalation by phone, email, or a ticketing system? Which systems (e.g., ServiceNow, Jira)?
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?
- Does your legal or security team require data masking or anonymization before any data leaves your environment?
- Will we be allowed to create test orders or change orders in the chosen environment for reconciliation tests?
- Is the pilot environment representative of production in volume and integrations (supplier EDI, WMS, logistics), or will we need to account for differences?
- 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)?
- Which authentication methods and security protocols must any connector support (select all that apply)?
- 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?
- 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?
- 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?
- What manual controls or approvals do you expect before we execute any write actions (e.g., confirm list, staged approval)?
- Would you like the pilot to include a documented rollback playbook with named owners and run‑book steps?
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)?
- Do you require penetration testing, code review, or third‑party attestations before allowing connectors into your environment?
- 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?
- How long does your vendor security review process usually take from submission to approval?
Monitoring, KPIs, and Who Watches the Dashboards
- Who on your team will be accountable for monitoring daily KPI alerts and acting on exceptions?
- Which KPIs must be captured and validated during the pilot (select top priorities)?
- What cadence do you want for KPI reviews and who should attend weekly checkpoints?
- Which systems will be the source of truth for validating pilot results (ERP reports, financial systems, independent audits)?
- How should alerts be delivered (email, Slack/Teams channel, pager, ticket creation)?
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)?
- When that failure occurred, who bore the cost (expediting, penalties, customer credits) and how was it measured?
- 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?
- 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?
- 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)?
- Would you be willing to start with a narrowly scoped product family and limited data feed to de‑risk the first two weeks?
- List the top three actions you will commit to this week to remove blockers for pilot start (names and due dates).
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Pilot Execution
Execute the 90-day parallel pilot with daily plan recalculations, monitored KPIs (expediting %, inventory carry), and weekly stakeholder checkpoints.
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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?
- What is your company's annual revenue band?
- Who is the primary internal champion for solving missed deliveries and planning gaps?
- When would you ideally like a pilot to start (month/quarter)?
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?
- Which event triggered the escalation (select all that apply)?
- What immediate business impact did the missed delivery create (choose top 2)?
- How did that moment feel for your planning team and leadership—frustrated, blindsided, resigned, angry, something else?
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?
- How often do planners reconcile spreadsheet forecasts against ERP data today?
- Where do you most commonly lose visibility between demand and supply (select top 3)?
- When those visibility gaps appear, how long does it usually take before a planner notices and acts?
- 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?
- Which criteria will the COO use to authorize budget for an annual platform license (select top 3)?
- What integration concerns does IT raise most often about new platforms?
- 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?
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?
- How frequently do you experience a 'missed delivery' event that triggers expediting or customer penalties?
- Beyond direct expediting, what secondary costs or impacts did you see after the most recent failure (select all that apply)?
- Do you have a baseline for inventory carrying cost per product family (or would you like help establishing one)?
- 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?
- Which operational outcomes would mean the pilot 'succeeded' for you (select up to 4)?
- What would the planners say feels different day-to-day if the new approach worked?
- 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?
- Which data feeds do we need read/write access to for the pilot (select all that apply)?
- How tolerant is your IT team of one-off connectors or middleware for the pilot?
- 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)?
Pilot That Proves It — Design & Metrics
- If the pilot could prove just a single claim to your COO, which claim would close the deal?
- Confirm the pilot approach you prefer:
- Which daily and weekly KPIs should we monitor together during the pilot (select up to 5)?
- What test scenarios should be included to validate performance (select all that apply)?
- 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?
- What escalation path do you want us to use if we hit a major blocker during the pilot?
- 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)?
- 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?
- What timeline would you propose for a decision meeting if we deliver a firm pilot plan in the next 7 days?
- What documentation or evidence do you need from us to present to the COO (case studies, ROI model, integration architecture, security docs)?
- 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?
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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