Industrial & Manufacturing Industrial Manufacturing & Robotics Factory Automation & Robotics

Automated Assembly

Complex deployments where integration, safety, and operational handoff determine production success.

FANUC Kawasaki Robotics ABB Epson Robots
Inside this journey
  1. Pre-Discovery

    Align decision-makers, approval thresholds, and timeline before technical discovery.

    1. Stakeholder & Budget Alignment

      Confirm decision roles, approval thresholds, timeline, and capital gating to ensure the right stakeholders are engaged from the start.

      Alignment Questions

      Quick Orientation — Where Should We Start?

      • Which production context best describes this request? Options: New product launch, Re-tool existing line, Capacity expansion, Pilot cell / prototype, Other
      • What is your target start-of-production (SOP) window? Options: Within 3 months, 3–6 months, 6–12 months, 12+ months, Undecided
      • Who will be our primary day-to-day contact for technical and scheduling decisions? (Name / role)
      • Briefly describe the product family, key variants, and expected annual or launch volumes.

      Are the Right People—and Money—Actually at the Table?

      • If a hidden approver could veto the project, who would it be and what would their main concern be?
      • Which roles will influence go/no-go on capital spend for this cell/line? Options: Plant manager, Manufacturing engineer, Quality manager, Operations director, Finance / Capital planning, VP/COO, Other
      • What is the approval threshold that triggers executive review for this project? Options: <$50k, $50k–$250k, $250k–$1M, >$1M, Not sure / depends
      • How committed is budget to performance vs. lowest-cost solution? Options: Performance prioritized (we'll pay for guarantees), Balanced (cost with minimum guarantees), Cost-driven (strict cap), Undecided
      • Are there capital gating dates or board/quarterly reviews that effectively set immovable deadlines?

      How Work Actually Flows (Not How It Looks on Paper)

      • What single process step today causes the most frequent takt misses or line imbalances?
      • Please provide your current target cycle time and the typical realized cycle time (per unit or per station).
      • Which of these constraints apply to the line today? Options: Limited floor space, Line-height/ergonomics limits, Insufficient power or compressed air, Part presentation / feeder issues, Material lead-times, Regulatory/cleanroom requirements, High variant mix / frequent changeovers, Other
      • Walk us through a normal material flow for one unit from raw parts to packed product—where do delays or handoffs occur?
      • How do you currently handle part traceability, serialization, and data capture on this line? Options: Fully implemented, Partial / manual, Planned but not implemented, Not required / none

      The Production Numbers That Keep You Up at Night

      • If you had to pick one metric that would make you sleep easier tomorrow, which would it be and why? Options: Cycle time / throughput, First-pass yield (FPY), Uptime / availability, OEE, Changeover time, Quality escapes / recalls
      • What is your required first-pass yield target for this line? (Be specific—percent or range) Options: <90%, 90–95%, 95–97%, >98%, Target depends on station
      • What baseline uptime or OEE do you need at launch vs. after six months? Options: Launch: 60–70% / 6mo: 75–85%, Launch: 70–80% / 6mo: 80–90%, Launch: 80%+ / 6mo: 85%+, Custom targets—please specify below
      • How predictable are your variant mixes run-to-run? Provide typical percent splits and how often you switch.
      • What tolerance band or allowable cycle-time variance will you accept before a corrective action is triggered? Options: ±1–2%, ±3–5%, ±6–10%, No formal tolerance defined

      When the Line Stops, Who Rushes In?

      • If a key station faults at 02:00, what is the realistic time to get the line back to production today? Options: <30 minutes, 30–60 minutes, 1–3 hours, >3 hours, Varies widely / unknown
      • How would you describe your maintenance and troubleshooting capability across mechanical, controls, and vision systems? Options: Strong across all three, Strong mechanical, limited controls/vision, Controls capable, vision outsourced, Mostly reliant on external service
      • Which spare-parts strategy do you currently use for critical components? Options: Stock critical spares on-site (1yr), Stock minimal spares (1–4 weeks), Call OEM / integrator per incident, No formal spare strategy
      • Tell a recent story: describe a breakdown, root cause, who fixed it, and what was missing to prevent recurrence.
      • How comfortable are your technicians with troubleshooting PLC logic, robot programs, and vision recipes? Options: Very comfortable, Somewhat comfortable, Basic mechanical only, Not comfortable / need training

      What Would Guaranteed Performance Actually Buy You?

      • Would you accept a higher upfront cost if we guaranteed cycle time, FPY, and uptime with defined remedies? Options: Yes—would prefer guarantees, Maybe—depends on terms, No—cost cap is priority
      • Which outcome is the single highest priority for this project? Options: Hit cycle time from day one, Achieve >98% FPY, Easy maintainability for in-house techs, Fast changeovers between variants, Lowest total cost of ownership
      • What acceptance tests and measurable thresholds would make you comfortable signing off at FAT and at site acceptance?
      • What remedies or commercial terms would be acceptable if guaranteed performance is not met? Options: Service credits, Extended support at no cost, Partial refund, Rework / retrofit at integrator expense, Other
      • Describe what successful handover and six months of post-launch support must include for you to consider the project a win.

      When Quality or Throughput Slip — What’s the Human Story?

      • How do operators and supervisors typically react when product quality drifts—escalation path and emotional impact?
      • How tolerant is leadership to initial launch instability vs. absolute performance on day one? Options: Leadership demands day-one performance, Leadership accepts ramp if roadmap clear, Tolerant if cost and schedule are stable, Mixed / depends on execs
      • Which quality escapes cause the biggest operational pain (rework, line stoppage, regulatory risk)? Options: Assembly fit errors, Fastening torque failures, Adhesive/dispense defects, Electrical test failures, Leak/test failures, Other
      • How would solving the top quality issue change day-to-day for operators, supervisors, and product owners?

      Who Have You Trusted Before—and What Did You Learn?

      • Tell us about your last integrator relationship—what worked and what still frustrates you?
      • Which reference characteristics would convince you this integrator can deliver (industry, part geometry, speed, volume)? Options: Same industry / product type, Similar cycle time and FPY requirements, Comparable volume / shift pattern, Same regulatory environment, Geographically local reference
      • What FAT evidence or on-site demonstrations are non-negotiable for your sign-off? Options: Representative parts run to spec, Full throughput demonstration, Operator-led handoff, Detailed test data and traceability, Third-party witness
      • How do you prefer to validate integrator claims—paper specs, site visits, independent labs, or staged acceptance? Options: FAT with representative parts, On-site pilot run, Third-party validation, Paper review + references, Combination

      Can We Actually Install When We Say We Can?

      • What is the current status of site utilities and which upgrades are already budgeted? Options: All utilities confirmed, Partial—upgrades budgeted, Partial—upgrades not budgeted, Unknown / needs survey
      • Which physical constraints could block installation (ceiling height, crane access, doors, floor load)?
      • Who will own installation, commissioning, and operator training onsite? Options: Plant team, Integrator lead with plant support, Third-party contractor, Hybrid—integrator + contractor
      • What’s your preferred timeline for FAT, shipment, installation, and final acceptance? Provide dates or windows.
      • Are there plant shutdown windows or hiring/training constraints that would affect commissioning? Options: Planned shutdown window available, Limited shutdown windows, No shutdowns—must run live install, Undecided

      Small Steps, Big Signals — How Do We Commit and Move Forward?

      • Would you prefer a phased commitment (concept + detailed design + build) or an all-in turnkey contract? Options: Phased (recommended), All-in turnkey, Unsure—need options
      • What decision criteria and internal sign-offs must occur between detailed proposal and PO?
      • What would be a meaningful pilot or proof step to build confidence without committing full capital? Options: Short-run pilot cell, Extended FAT with multiple part families, On-site demo with borrowed tooling, Data-sharing review of similar installs
      • If we propose performance guarantees, what level of transparency and data access would you need during warranty and support? Options: Real-time data access, Weekly performance reports, On-demand dashboards, On-site monthly reviews, Other
      • What immediate next step feels reasonable to you after this discovery—site survey, concept study, or preliminary quote? Options: Site survey, Concept / process study, High-level budgetary quote, Schedule a FAT demo, Other
    2. Current Process & Constraints

      Document existing cycle times, failure modes, changeover needs, maintenance capability, and production constraints that will drive solution requirements.

      Current State

      Tell Us Your Line — The Short Version

      • In one sentence, what product or assembly is this line expected to produce?
      • What is your target production rate (units per minute / hour / shift) for launch? Options: Units per minute, Units per hour, Units per shift, Units per day, Other
      • What is the target cycle time per unit you need from day one?
      • What is your current cycle time (if this is a retool) or internal best estimate for this new product? Options: < 5s, 5-15s, 15-30s, 30-60s, > 60s, Unknown
      • Which plant and shift will this first go into, and who will be the local operational owner?
      • What is your desired go-live date or window? Options: Within 3 months, 3-6 months, 6-12 months, 12+ months, TBD

      What’s Actually Slowing You Down?

      • We often hear teams accept recurring downtime as 'just part of the cost'—what failures or slow points have you come to tolerate?
      • List the top 3 failure modes (mechanical, tooling, vision, PLC, material feed, operator) and how often each occurs:
      • When one of these failures happens, what is the typical time-to-repair (MTTR) and who is called to fix it? Options: < 5 min, 5-30 min, 30-120 min, > 2 hours, Varies widely
      • How much unplanned production loss (minutes or % of shift) do these events create on an average week? Options: < 1%, 1-5%, 5-10%, 10-20%, > 20%
      • Tell us about the last time a line stoppage cost you production—what failed, why, and what was the consequence?
      • Which of these impacts matters most to your leadership when failures happen? Options: Throughput loss, Scrap/rework, Customer deliveries, Safety incidents, Ongoing warranty risk

      Changeovers: How Much Time Are You Willing To Lose?

      • If changeovers routinely consume X hours per day, why has that been acceptable until now?
      • How often do you change product variants on this cell or line (per shift / day / week)? Options: Multiple times per shift, Once per shift, Once per day, Few times per week, Infrequently
      • What is your current average changeover time and its variability (best / typical / worst)?
      • Who performs the changeover steps (operators, technicians, external support) and what skills/tools do they need? Options: Operators, Maintenance technicians, Dedicated SMED team, Vendor support, Other
      • Which changeover steps are most error-prone or time-consuming (mechanical adjustments, recipe load, tooling swaps, vision targets)?
      • How important is achieving standardized rapid changeovers (SMED) versus accepting longer but predictable swaps? Options: Critical, Important, Nice to have, Not a priority

      Can Your Team Own Day-One Maintainability?

      • Many integrators hand over a complex system—what would make your technicians confident to maintain it from day one?
      • Describe your maintenance team's average experience level with robots, PLCs, vision, and servo systems: Options: Highly experienced across all, Experienced in some domains, Limited experience, Mostly external vendor reliance
      • Do you have formal preventive maintenance routines today and can you share intervals (daily / weekly / monthly) you follow? Options: Yes - documented, Yes - informal, Planned but not executed, No
      • What spare-part strategy do you run for critical items (stock levels, single-source suppliers, consignment, none)? Options: Local stocked spares, Centralized plant spares, Vendor-held consignment, No planned spares, Other
      • How quickly must a component be replaced before you incur severe production pain (hours)? Options: < 1 hour, 1-4 hours, 4-12 hours, 12-24 hours, > 24 hours
      • Would you be open to train-the-trainer programs, tiered sparing packages, or SLA-based remote support to shorten MTTR? Options: Yes - all, Prefer training + limited SLA, Prefer SLA only, Not interested

      Which Guarantee Would Move the Needle?

      • If an integrator could legally guarantee one performance metric, which would change your team’s risk calculus most—cycle time, first-pass yield, or uptime? Options: Cycle time, First-pass yield, Uptime/availability, All equally, Other
      • What minimum numbers would you accept as a guarantee (e.g., cycle time target, >98% FPY, % uptime)? Please be specific.
      • How do you prefer guarantees to be measured and validated—FAT with production parts, on-site performance runs, third-party audit, or contractual KPIs? Options: FAT with parts, On-site performance runs, Third-party audit, Contractual KPIs, Other
      • What remedies or commercial structures are acceptable if guarantees are missed (service credits, rework, penalties, extended support)? Options: Service credits, Extended on-site support, Rework at vendor expense, Monetary penalty, Other
      • How comfortable is your approval chain with accepting performance-based commercial terms vs. fixed-price hardware-only bids? Options: Prefer performance-based, Open to mixed, Prefer fixed-price, No view

      Site Realities Integrators Often Miss

      • What site constraints should we treat as non-negotiable (power capacity, air, floor loading, ceiling height, cleanroom class, ESD)?
      • Have you had past projects delayed by IT/network, firewall, or data-retention policies? If so, what blocked the integration? Options: Yes - firewall/IT, Yes - data policy, No, Not sure yet
      • Describe your material flow into and out of the cell: parts presentation, kitting, inbound inspection, scrap handling, and finished goods staging.
      • Are there safety, ergonomic, or union requirements that impose specific design constraints we should know about? Options: Yes - safety limits, Yes - ergonomic rules, Union constraints, None, Unsure
      • What shift pattern, break structure, and operator skill mix will the cell need to support? Options: Single shift, Two shifts, Three shifts, Flexible shifts, Weekend only
      • Are there local calibration, traceability, or regulatory requirements (ISO, FDA, automotive standards) that affect test equipment or data logging? Options: ISO/TS/IATF, FDA, No special regs, Other

      Show Us the Numbers — Evidence We Can Trust

      • What historical data can you share to validate current cycle time and FPY claims (cycle time logs, scrap reports, SPC charts)?
      • Do you have representative parts, tooling, and gages we can use for CAD reviews and FAT-level runs? Options: Yes - full kit available, Partial samples, Only drawings/CAD, Not available yet
      • Can you provide sample failure logs or defect images so we can assess vision and test reliability requirements? Options: Yes - logs & images, Yes - logs only, No, Will compile on request
      • What throughput profiles do we need to validate during FAT—continuous rate, burst rate, or mixed-family runs? Options: Continuous, Burst, Mixed-family, Other
      • What is your tolerance for false rejects vs. false accepts in vision/test (i.e., safety margin or binning policy)? Options: Minimize false accepts, Minimize false rejects, Balance both, Unsure
      • Who will attend the FAT from your side and what sign-off authority will they hold?

      If This Succeeds, What Changes?

      • Imagine the cell hits guaranteed cycle time and >98% FPY—what immediate business outcomes would you expect?
      • Which internal KPIs would you track to declare the project a success during the first 6 months? Options: Cycle time attainment, FPY or scrap rate, Throughput, OEE, Warranty escapes, Operator feedback
      • How will achieving these outcomes affect capacity planning, labor allocation, or downstream processes?
      • What levels of post-launch support would make your operations team comfortable during the first six months? Options: Dedicated on-site support, Remote 24/7 SLA, Weekly tuning visits, On-call support as needed, Training refreshers
      • Are there organizational constraints (budget windows, executive reviews, capital gating) that will limit acceptance timing even if performance is achieved? Options: Yes - capital gating, Yes - executive review, No major constraints, TBD

      What Would Make Deployment Low-Risk?

      • What single operational condition would have to be true for you to feel confident we can ship and install without repeated on-site fixes?
      • Which of these preparations can you commit to before installation: confirmed utilities, cleared staging area, materials kitted, IT access, local tech availability? Options: All of the above, Most of the above, Some of the above, None yet
      • Who is empowered to sign acceptance at each gate (FAT, site acceptance, production handover) and what information do they require?
      • What timeline constraints are immovable (e.g., product launch date, customer delivery commitment)?
      • What would be a reasonable next step after this discovery call to reduce ambiguity and accelerate alignment? Options: Schedule on-site survey, Share cycle-time logs and parts, Agree FAT scope, Draft a mutual workback schedule, Other
  2. Customer Discovery

    Clarify target cycle time, required first-pass yield, variant mix, uptime expectations, and six-month support requirements.

    Discovery Questions

    Quick Orientation — Tell Us About This Project

    • Which best describes the project you’re exploring with us? Options: New product line, Re-tool existing line, Capacity expansion, Pilot / prototype cell, Other (please describe)
    • Who will be our primary point of contact and day-to-day collaborator for engineering decisions? Options: Manufacturing Engineer, Automation/Controls Engineer, Plant Manager, Production Supervisor, Quality Engineer, Procurement/PM
    • What is your target go‑live timeline for having production running with this system? Options: Within 4 weeks, 1–3 months, 3–6 months, 6–12 months, Undecided
    • What is the capital budget range you’ve allocated (or expect to request) for this scope? Options: <$250k, $250k–$750k, $750k–$2M, $2M–$5M, >$5M, Undisclosed / TBD
    • Who on your side must sign off if the project exceeds site spend authority? Options: Plant Manager, Operations Director, Finance, VP Manufacturing, CEO/Executive Sponsor, Other

    Is the Line Really Ready to Hit Day‑One Targets?

    • If we agree to guarantee your day‑one cycle time, what would that force you to admit about today’s process that you might otherwise avoid?
    • What is the target cycle time per assembled unit you expect from this system? Options: <5 seconds, 5–15 seconds, 15–60 seconds, 1–5 minutes, >5 minutes, TBD / Need help defining
    • What is the current average cycle time (or takt vs throughput) for this operation today? Options: We have accurate measured data, We have rough estimates, Not measured
    • When you think about achieving that target on day one, what feels most likely to break (process step, station, or external dependency)?
    • How often do you currently experience unplanned stoppages that prevent hitting planned throughput? Options: Multiple times per day, Daily, Weekly, Monthly, Rarely

    What Does '98% First‑Pass Yield' Really Mean for You?

    • If we commit to >98% FPY, what would you personally lose sleep over if that number was missed in month one?
    • What numeric FPY target do you expect the new system to deliver? Options: >=99.5%, 99.0%–99.5%, 98.0%–99.0%, 95.0%–97.9%, <95% / Other
    • Which failure modes currently drive the majority of rework or scrap in this assembly process? Options: Fit/assembly errors, Fastener failures, Adhesive/dispense defects, Vision misreads, Electrical/test failures, Other (please describe)
    • Do you have in-line inspection or end‑of‑line testing today? Describe coverage and gaps. Options: Automated in-line inspection, Manual inspection stations, End‑of‑line functional test only, Little or no inspection today
    • When defects are found today, how long does root cause and corrective action typically take? Options: <24 hours, 1–3 days, 1–2 weeks, >2 weeks, No formal RCA process

    Variant Mix — How Many Lives Will This Line Lead?

    • Do you believe the current plan underestimates how variant complexity will impact uptime and quality? Options: Yes — significantly, Somewhat, No — it seems reasonable
    • How many unique SKUs or product variants will the cell need to run in a typical week? Options: 1–2, 3–5, 6–10, 11–20, >20
    • How frequently do you need to perform changeovers, and what is the acceptable hands‑on changeover time? Options: Multiple times per shift — <5 minutes, Shiftly — 5–15 minutes, Daily — 15–60 minutes, Weekly — >60 minutes, Infrequent
    • Do you expect recipe-driven automatic changeovers (pressures, positions, vision recipes) or manual setups by operators? Options: Fully automated recipe-driven, Hybrid (automation + operator steps), Manual setup by operator
    • Which product-variant characteristics are most likely to cause process sensitivity (tolerances, adhesives, alignment, connectors)?

    Uptime, Maintenance, and Who’s On Shift

    • If uptime drops below the number you asked for, how painful is that—operationally and financially—for the plant?
    • What uptime percentage do you require as a contract metric or expectation? Options: >=99.9%, 99.0%–99.9%, 98.0%–99.0%, <98%
    • Who will be responsible for routine maintenance and firstline troubleshooting? Options: Plant maintenance team, Operators / production team, Shared (plant + integrator), Integrator full-time (contract)
    • How would you describe the skill level and diagnostic ability of your in‑house technicians? Options: Highly skilled in automation, Competent but limited experience, Mostly mechanical with little controls/vision experience, Low / no experience
    • What typical Mean Time To Repair (MTTR) target feels reasonable for you after a stoppage? Options: <15 minutes, 15–60 minutes, 1–4 hours, >4 hours

    Support for Launch — What Will Keep Production Healthy for 6 Months?

    • If we promise six months of post‑launch support, what would count as a failed support engagement to you?
    • What type of post‑launch support do you expect in the first 6 months? Options: Dedicated integrator engineer on-site, Scheduled site visits + remote support, Remote support only with guaranteed SLA, Hybrid (onsite during critical windows)
    • Which KPIs do you want the integrator to actively monitor and report during launch? Options: Cycle time, First‑pass yield (FPY), Uptime / availability, MTTR, OEE, Throughput by shift
    • What escalation path and response times would make you comfortable (e.g., 4‑hour remote, 24‑hour onsite)?
    • If performance guarantees aren’t met, which remedies do you prefer? Options: Service credits, Free additional onsite support, System modifications at integrator cost, Negotiated remediation plan, Other (specify)

    The Hidden Constraints — What Would Surprise Us About Your Shop Floor?

    • What site realities would make it impossible to hit the specs we agree to (power, air, network, floor load, shift patterns)?
    • Which utilities or factory interfaces require upgrades before installation? Options: 3‑phase power / transformer, Compressed air, Ethernet / OT network, Floor load / foundations, None / ready
    • Are there physical constraints we should know about—ceiling height, aisle widths, dock access, cleanliness class, or vibration sources?
    • Do you have scheduled plant shutdowns, seasonal production peaks, or restricted access windows we must plan around? Options: Yes — regular planned outages, Seasonal peaks that constrain access, No significant constraints
    • Who on your side will own site readiness and utilities sign‑off prior to installation? Options: Facilities / Engineering, Plant Manager, Maintenance Lead, Project Manager (Customer)

    Decision Dynamics — Who Decides, and How Will They Know It’s Working?

    • If we present a guaranteed performance package, which stakeholder will be most skeptical and why?
    • Which functions must sign off before purchase (choose all that apply)? Options: Manufacturing Engineering, Plant Operations, Quality, Finance/Procurement, Safety/EHS, Executive Sponsor
    • What proof points are most persuasive to your approvers—FAT performance, ROI model, customer references, pilot run data, or something else? Options: FAT results with representative parts, Quantified ROI model, Reference visits to comparable lines, Pilot production run, Other
    • How will acceptance be judged on FAT and again after 30/90/180 days? What evidence do you require?
    • What internal timeline and steps do you need to reach a mutual commercial and legal commit? Options: Immediate — ready to move, Within 30 days, 30–90 days, Longer / TBD

    If We Could Build Your Perfect Line, What’s Non‑Negotiable?

    • What single performance guarantee or feature would make you say ‘that’s the deal’?
    • Which of these is your top priority for the system (choose one)? Options: Cycle time / throughput, First‑pass yield (quality), Operational uptime, Rapid changeovers / flexibility, Total cost of ownership / maintainability
    • Are there regulatory, safety, or industry standards this system must meet? Options: ISO standards, FDA / medical device, Automotive standards (IATF/TS), CE / UL, None specific, Other
    • Describe one absolutely unacceptable outcome at handover that would require a do‑over or escalation.
    • What level of documentation, training, and spare parts kit do you expect at handover? Options: Full operator + maintenance training + spare kit, Operator training only + basic spares, Remote training + minimal spares, Custom / discuss

    Next Steps — How Do You Want Us to Prove This Will Work?

    • If you had to pick one low‑risk path forward, which validation approach would convince you most quickly? Options: Full FAT with representative parts, On‑site pilot cell / trial run, Detailed simulation + FAT of critical stations, Proof‑of‑concept for highest‑risk step
    • What parts, cycle scenarios, and failure modes must be included in FAT to make it meaningful for your team?
    • Who from your team will attend FAT and participate in acceptance testing? Options: Manufacturing Engineer, Quality Engineer, Maintenance Lead, Operations/Line Manager, Executive Sponsor
    • Which date windows are realistic for FAT and an initial installation slot? Options: Next 2 weeks, 2–6 weeks, 6–12 weeks, >12 weeks / TBD
    • What would make you comfortable moving to a mutual commit—specific data, references, financial terms, or something else?
  3. Solution Experience

    Translate the customer’s constraints into concrete assembly scenarios showing how the proposed system will achieve guaranteed cycle time, >98% FPY, and maintainability by plant technicians.

    Experience Meetings

    • Current State & Consequence Alignment
    • Assembly Scenario Design Workshop
    • FAT & Performance Validation Planning
    • Maintainability & Technician Enablement Workshop
    • Executive Risk Review & Performance Guarantee Alignment
    • Finalize minimum spares and modular component kits needed at site at handover.
    • Integrator: Deliver station-by-station CAD sketches, cycle-time breakdown spreadsheets, and simulation outputs for the preferred scenario.
    • Customer: Provide feedback/redlines on station accessibility, variant handling, and any blocked assumptions within 3 business days.
    • Integrator: Log open risks and propose mitigations with estimated impact on cycle time and FPY.
    • Readout of Selected Scenario & Key Metrics
    • Produce a signed FAT script that demonstrates cycle time and >98% FPY under agreed conditions.
    • Agree exact data sources and report format to prove acceptance criteria objectively.
    • Define contingency processes and remediation steps if acceptance is not met.
    • Confirm resource commitments and schedule for FAT execution.
    • Integrator: Draft and circulate the FAT script, data collection templates, and pass/fail thresholds within 48 hours.
    • Customer: Deliver representative parts, fixtures, and access to required test equipment for FAT.
    • Both: Confirm FAT date, facility access, and required customer signatories.
    • One-sentence Maintenance Requirement
    • Ensure all routine and likely failure maintenance tasks are executable by plant technicians within agreed MTTR targets.
    • Agree numeric consequence metrics that make the problem urgent.
    • Agree on training scope, schedule, and competency acceptance criteria.
    • Confirm the post-launch support model and SLAs for the first six months.
    • Integrator: Deliver maintenance SOPs, spare parts list, and a proposed training schedule.
    • Customer: Nominate technicians for training and provide facility access for practical sessions.
    • Both: Schedule the hands-on technician training during commissioning window.
    • Executive Summary: Current State & Consequence
    • Obtain executive alignment on the performance guarantees and the measurable acceptance criteria.
    • Agree remediation/remedy framework linked to guarantee outcomes.
    • Confirm decision owners and timeline for moving to commercial agreement or contract.
    • Integrator: Provide formal guarantee language, measurement definitions, and remediation options for legal review.
    • Customer: Confirm internal approvers and any required executive references or pilot commitments.
    • Both: Schedule final commercial review and sign-off meeting with legal and finance present.
    • Produce and sign off on a single-sentence current state that everyone accepts.
    • Introductions & Objectives
    • Lock the KPI targets the solution must achieve (cycle time, >98% FPY, uptime, changeover).
    • Collect any missing artifacts required to build concrete assembly scenarios.
    • Customer: Deliver cycle-time histograms, scrap/rework cost spreadsheet, and representative part prints.
    • Integrator: Prepare a one-page consequence summary tying costs to downtime and yield losses.
    • Integrator: Confirm list of SKUs and variant mix to be used in scenario design.
    • Recap Current State & Future-Goal Sentence
    • Produce at least one fully-documented assembly scenario that proves compliance with cycle time and >98% FPY targets.
    • Agree on maintainability design features and MTTR targets that plant technicians can meet.
    • Identify and prioritize any open technical assumptions or risks that require mitigation before FAT.
    • Document the customer's acceptance or required changes for the preferred scenario.
    • One-sentence Current State
    • Proposed Scenario & Proof Summary
    • Define Representative Parts & Run Conditions
    • Design Assumptions & Boundaries
    • Maintenance Task Walkthroughs
    • Performance Guarantees & Remedies
    • Spares, Tooling & Modular Parts Strategy
    • Consequence Quantification
    • Station-by-Station Scenario Walkthrough
    • FAT Script & Measurement Methods
    • Risk & Contingency Review
    • Confirm Critical Constraints & KPIs
    • Data Collection, Metrics Dashboard & Acceptance Reports
    • Cycle Time Proofs & Bottleneck Analysis
    • Training Curriculum & Handover Artifacts
    • Decision & Next Steps
    • FPY Assurance Measures
    • Simulated Trouble-call & Validation
    • Success Signals & Acceptance Boundaries
    • Contingency & Remedy Paths
    • Next Steps / Pre-work Assignment
  4. Solution Scope

    Define deliverables, station-by-station modules, responsibilities, FAT criteria, acceptance tests, and measurable performance guarantees.

    Scope Configuration

    • Fabricate and assemble mechanical cell
    • Install and program robot workcells
    • Integrate and teach vision inspection systems
    • Develop and load PLC/HMI controls with recipe management
    • Supply and integrate conveyors and material handling
    • Integrate automated fastening and torque-control tools
    • Install and commission adhesive dispensing stations
    • Build and commission press-fit assembly stations
    • Install functional and leak-test stations
    • Execute factory acceptance test (FAT) and performance run
    • Perform on-site installation and commissioning
    • Deliver operator and maintenance training
    • Deploy OEE and production data collection
    • Provide six-month post-launch production support
    • Deliver spare-parts kit and technical documentation

    Scope Questions

    Fabricate and assemble mechanical cell

    • Do you require the integrator to fully fabricate and assemble the mechanical cell (frames, guarding, fixtures) or deliver subassemblies only? Options: Full fabrication and assembly, Subassemblies only, Frames only / customer will finish
    • What is the available plant footprint for the cell (L x W x H) and any ceiling/door constraints?
    • Are CAD models, part lists, and/or 3D models available for interfaces and incoming components? Options: Complete CAD available, Partial CAD available, No CAD available
    • What environmental or finish requirements apply (paint, powder coat, IP rating, corrosion protection)? Options: Powder coat, Industrial paint, Anodize/stainless, IP-rated enclosures, None, Other
    • Who will be responsible for mechanical tolerancing and fixture design validation (integrator, customer, shared)? Options: Integrator, Customer, Shared responsibility

    Install and program robot workcells

    • How many robot cells or robot units are anticipated and what are the primary tasks (pick/place, assembly, dispensing, press-fit)?
    • Preferred robot type or brand (if any) and required payload and reach per robot? Options: No preference, ABB, Fanuc, Kuka, Yaskawa, Other
    • Are collaborative robots (cobots) acceptable or are full safety fences/PLd guarding required? Options: Cobots acceptable, Industrial robots with guards required, Hybrid approach
    • Is robot offline programming preferred or on-line teach for all programs, and do you require cycle-time-optimized motion profiles? Options: Offline programming, On-line teaching, Combination
    • Are there specific safety standards or customer site requirements (ISO 10218, ANSI/RIA, local regs) we must meet?

    Integrate and teach vision inspection systems

    • What inspection objectives must vision achieve (presence, orientation, OCR/1D/2D codes, defect detection, measurement)? Options: Presence/part detection, Orientation/alignment, OCR/DataMatrix/1D/2D reading, Defect detection, Dimensional measurement, Other
    • What is the target detection accuracy / false accept/reject rate or acceptable PPM for vision inspections? Options: >99.5% detection, 99-99.5%, 98-99%, Custom / define in comments
    • How are parts presented to vision (fixed fixture, moving conveyor, random feed, tray) and how many different part variants must be supported? Options: Fixed fixture, Indexed conveyor, Continuous conveyor, Random/bulk feed, Tray/pallet
    • Do you require lighting and housing specification (controlled lighting, IP cameras, enclosures) as part of integration? Options: Yes - include lighting & enclosures, Supply cameras only, Customer provides mounting
    • Will vision results need to feed PLC logic, robot guidance, MES, or SPC systems (specify interfaces/protocols)?

    Develop and load PLC/HMI controls with recipe management

    • Which PLC/HMI platforms are preferred or mandated (Siemens, Allen-Bradley, Beckhoff, Omron, Other)? Options: Siemens, Allen-Bradley, Beckhoff, Omron, Other, No preference
    • How many product recipes/variants must the system manage and what elements differ between recipes (timings, torque, dispense volumes, robot programs)?
    • Do you require PLC integration with higher-level systems (MES/ERP), and which protocols (OPC UA, Ethernet/IP, Profinet, MQTT)? Options: OPC UA, Ethernet/IP, Profinet, MQTT, Modbus, Other
    • What operator usability and HMI language needs exist (multilingual screens, restricted operator modes, recipe lock-down)? Options: Single language, Multilingual, Role-based access, Recipe lock-down required
    • Do you require version control, code handover, and source code escrow for PLC/HMI programs? Options: Yes, No, Discuss contractually

    Supply and integrate conveyors and material handling

    • What throughput (parts per minute/hour) and cycle-time per station must the conveyor system support?
    • Which conveyor type is required (belt, roller, cleated, timing, pallet/fixture-based, continuous)? Options: Belt, Roller, Cleated, Timing belt, Pallet/fixture, Other
    • Is precise indexing or continuous flow required and do you need accumulation zones, sensors, or part spacing control? Options: Indexed with indexing table, Continuous flow, Both/Hybrid
    • Are material handling interfaces required to upstream/downstream equipment (pick & place, conveyor-to-robot handoff, pallet transfer)? Options: Yes - list interfaces, No
    • What part weights, dimensions, and allowed variation tolerances must conveyors handle?

    Integrate automated fastening and torque-control tools

    • How many fasteners per product and what cycle-time target per fastening operation?
    • What torque or fastening specifications are required (torque range, angle, clutch settings, traceability)? Options: Torque spec (Nm), Angle-fastening, Torque + traceability, Other
    • Do you require per-screw traceability and data logging for quality (store torque results, pass/fail per fastener)? Options: Yes - per screw, Yes - per station, No
    • Are there preferred tool vendors or existing corporate standard toolsets to match? Options: Yes - provide list, No preference
    • Is reach/accessibility constrained (deep cavities, angled fasteners) that mandate custom tooling or fixtures? Options: Yes, No, Unknown - need assessment

    Install and commission adhesive dispensing stations

    • What adhesive types and chemistries will be used (one-component, two-component, RTV, epoxy, UV cure)? Options: 1-component, 2-component/meter-mix, RTV/silicone, Epoxy, UV cure, Other
    • What dispense accuracy and bead size tolerances are required (mm) and per-cycle dispense time constraints?
    • Is heated material handling or pot-life management required, and do you need automated purging or cleaning stations? Options: Heated dispense required, Pot-life management, Auto-purge/cleaning, None
    • Will dispensing be robot-guided, gantry-based, or fixed-pattern applicator, and how many dispense points per part? Options: Robot-guided, Gantry applicator, Fixed nozzle pattern, Other
    • Are safety or regulatory constraints (VOC limits, solvent handling, clean-room requirements) applicable? Options: Yes - specify, No

    Build and commission press-fit assembly stations

    • What press-fit operations are required and what insertion forces and stroke lengths are expected?
    • Do press-fit operations require force/position monitoring, sensing for bad fits, or adaptive control? Options: Force monitoring, Position monitoring, Adaptive control, No monitoring required
    • Are servo presses, pneumatic presses, or mechanical presses preferred and what cycle-time per press is needed? Options: Servo press, Pneumatic press, Mechanical press, Custom
    • Will fixtures for part orientation and feed be supplied by customer or must integrator design and build them? Options: Customer supplies fixtures, Integrator designs & builds, Shared responsibility
    • Is qualification evidence required for press fits (force-displacement curves, test records) as part of FAT/hand-over? Options: Yes - include in FAT, No

    Install functional and leak-test stations

    • What functional tests are required (electrical continuity, power-up, sensor checks, functional cycling) and acceptance thresholds?
    • For leak testing, what medium is used (air, helium, water) and what leak-rate sensitivity (e.g., sccm, Pa·m3/s) is required? Options: Air pressure decay, Helium mass spectrometer, Bubble/water, Other
    • Do tests require integrated test fixtures with DUT connectors, custom pneumatics/electronics, or isolated test racks? Options: Integrated DUT fixtures, Separate test rack, Both
    • Is automated test data logging and pass/fail reporting required to be stored to MES or local server? Options: Yes - MES integration, Yes - local data storage, No
    • Do any tests require certification, calibrated gauges, or third-party witness during validation? Options: Yes - specify, No

    Execute factory acceptance test (FAT) and performance run

    • Which acceptance metrics must be demonstrated at FAT (cycle time, throughput, FPY, OEE baseline), and what are the numeric targets?
    • How many representative parts/variants and what sample size are required for the FAT performance run? Options: Single variant, 2-3 variants, All production variants, Specify sample size
    • Will customer or third-party witness FAT onsite and are remote witness/streaming options acceptable? Options: Customer onsite, Third-party witness, Remote streaming acceptable, No witness required
    • What criteria define FAT pass/fail and what remediation period is acceptable if metrics are not met?
    • Do you require FAT documentation package including test scripts, raw data, deviations log, and signed acceptance certificates? Options: Yes - full package, Summary only, No

    Perform on-site installation and commissioning

    • Are site utilities and services ready (power voltage/frequency, compressed air, vacuum, chilled water, network) and do you need a site readiness checklist? Options: Yes - ready, Partially ready, No - need integrator assistance
    • Is a crane or specialized rigging required for installation and does site require special permits or planned shutdowns? Options: Crane/rigging required, Standard lift only, Permits/shutdown required, Unknown
    • What is the target on-site commissioning window and are there hard production start dates that constrain schedule?
    • Who will be the customer's site owners for installation tasks (plant electrical, facilities, safety, project manager)?
    • Do you require acceptance runs on-site with live product as part of final acceptance, and what sample size is expected? Options: Yes - live product acceptance, No - simulated runs acceptable

    Deliver operator and maintenance training

    • How many operators and maintenance technicians need training and in what languages?
    • Do you prefer training at our factory pre-shipment, on-site post-install, or a hybrid approach? Options: Factory pre-shipment, On-site post-install, Hybrid
    • What training formats are required (classroom, hands-on, train-the-trainer, video modules, written procedures)? Options: Classroom, Hands-on, Train-the-trainer, Video modules, Written procedures
    • Should training cover troubleshooting, preventive maintenance, spare-parts replacement, and PLC/HMI recipe changes? Options: All topics, Subset - specify in comments, Only operations
    • Do you require certification or competency sign-off for technicians post-training? Options: Yes - certification, No
  5. Mutual Commit

    Agree commercial and legal terms including performance guarantees, acceptance criteria, schedule, references, and first-six-month support commitments.

    Agreement Modules

    • Non-Disclosure Agreement (NDA)
    • Master Services Agreement (MSA)
    • Statement of Work (SOW)
    • Performance Guarantee & Remedies
    • Acceptance Test Plan (FAT & On-site)
    • Payment Schedule & Purchase Order Terms
    • Warranty and First-Six-Month Support Agreement
    • Spare Parts & Consumables Commitment
    • Installation, Commissioning & Handover Schedule
    • Training & Knowledge Transfer
    • Change Order and Scope Management
    • Intellectual Property & Software Licensing
    • Data, Telemetry & Connectivity Agreement
    • Insurance, Compliance & Regulatory Confirmation
    • References, Site Access & Acceptance Conditions
  6. Deployment

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

    1. Pre-Deployment Readiness

      Confirm site utilities, floor layout, material flow interfaces, spare parts, data connectivity, and technician availability for installation and commissioning.

      Readiness Questions

      Start Here: What Brought You to Automation?

      • What prompted you to explore an automated assembly solution today? Options: New product launch, Capacity crunch, Quality shortfall, Labor constraints, Cost reduction target, Regulatory/traceability need, Other
      • Which production metric would you most like to improve in the next 6 months? Options: Cycle time / throughput, First-pass yield (FPY), Uptime / availability, Labor per unit, Changeover time, OEE
      • Tell us briefly about the product family: volumes, typical daily output, and the most common variant mix.
      • Who in your organization will feel the biggest positive impact if this project succeeds? Options: Plant Manager, Manufacturing Engineer, Quality Manager, Operations Director, Finance/Capital Approver, Maintenance Lead, Other
      • How soon do you need a solution in place to avoid negative business impact? Options: Immediate (weeks), Near-term (1–3 months), Quarterly (3–6 months), Planning stage (>6 months)

      Are You Settling for 'Good Enough'?

      • What performance problem have you been told is 'just how it is'—but you suspect could be materially improved with the right automation?
      • How long have you been accepting this issue, and what has kept it from being prioritized up to now? Options: Less than 6 months, 6–12 months, 1–3 years, Over 3 years
      • What is the typical business impact when that problem occurs (e.g., scrap cost, missed customer shipments, overtime, line stops)?
      • When that issue occurs, who is pulled into firefighting and what do they usually do first?
      • If we could remove that pain point entirely, what immediate operational or financial change would you measure first? Options: Reduced scrap costs, Reduced cycle time, Fewer line stops, Less overtime, Improved customer on-time delivery, Other

      Where the Bottlenecks Actually Hide

      • Which single process step most often derails your target cycle time or FPY? Options: Manual assembly/tactile fit, Fastening/joining, Adhesive/dispense cure, Vision inspection, Part presentation/feeding, Test/functional station, Material supply
      • Walk us through a typical failure mode there—what fails, how frequently, and how long to recover?
      • What variability in incoming parts or subassemblies causes the most trouble for that step? Options: Dimensional variation, Surface finish/contamination, Connector orientation, Material stiffness, None / tightly controlled, Other
      • How do operators or maintenance normally troubleshoot that station when cycle time slips or quality drops?
      • Have you tried small automation fixes at that step before? What worked and what didn't?

      If We Could Guarantee One Thing, Which Would It Be?

      • Which single guarantee would change your decision to proceed: guaranteed cycle time, guaranteed FPY >98%, or guaranteed maintainability/uptime? Options: Guaranteed cycle time, Guaranteed FPY >98%, Guaranteed uptime/availability, All three equally, Other
      • Why that guarantee—what downstream decisions or contracts depend on it?
      • If we offered a staged guarantee tied to FAT performance, which acceptance metric would you want in writing first? Options: Cycle time per product, Throughput/hour, First-pass yield, Changeover time, Mean time to repair (MTTR)
      • How would you prefer performance risk to be shared (e.g., financial penalties, extended support, joint sign-off milestones)? Options: Performance rebate/penalty, Extended free support window, Joint acceptance gates, Holdback until performance met, Other
      • What internal KPI would you use to judge whether the guarantee was successful after 90 days? Options: FPY, Throughput vs target, OEE baseline, Downtime events, Cost per good part

      Who Holds the Keys — Decision and Dollars?

      • If this project were ready to sign tomorrow, who would need to approve it and what is their approval threshold? Options: Plant Manager, Operations Director, Engineering Director, CFO/Finance, VP Manufacturing, CEO/Board
      • Describe the capital approval process and typical timing from request to signed PO. Options: Less than 2 weeks, 2–6 weeks, 6–12 weeks, Over 12 weeks
      • What documentation or evidence is most persuasive for your approvers (ROI model, FAT results, customer references, reliability data)? Options: ROI / TCO model, Factory Acceptance Test results, Site reference visits, Reliability MTBF/MTTR data, Detailed engineering drawings
      • Are there lease, grant, or depreciation preferences that shape your preferred commercial structure (capex, opex, leasing)? Options: CapEx purchase, Operating lease, Service contract, Grant-funded, Unsure / Evaluating
      • Who will be the named project sponsor and day-to-day owner on your side post-contract?

      Day One, No Surprises — What Should We Deliver?

      • Imagine the first production shift after go-live; what visible signs would show this project was a success?
      • What are the non-negotiable handover items for you (e.g., validated recipes, spare parts kit, operator manuals)? Options: Validated recipes/parameters, Spare parts kit, Maintenance checklist, Operator training completion, OEE baseline report, Acceptance test report
      • How many operators and technicians need training, and what skill level do you expect them to achieve? Options: Operators only (basic), Operators + technicians (intermediate), Technicians only (advanced), Full cross-functional training
      • What evidence will you accept as proof of readiness on installation day (e.g., performance run, signed FAT report, training sign-offs)? Options: Performance acceptance run, Signed FAT / test protocols, Training competency sign-off, Documented recipe transfer, All of the above
      • Which post-launch support cadence would make you most comfortable for the first 90 days? Options: On-site daily initially, Weekly on-site + remote daily, Remote support with rapid on-site SLA, Ad-hoc on-site as needed

      What Could Kill This Project After Delivery?

      • What single post-installation risk would make you most likely to stop the line or pause deployment? Options: Unacceptable FPY, Unreliable cycle time, Safety concerns, Integration failures with plant IT, Inability to maintain with in-house staff, Other
      • Have you experienced similar failures with past integrations? Please describe one example and its root cause.
      • What escalation path and timeframe do you expect from a supplier when a critical failure occurs after handover? Options: Immediate on-site same day, Next business day on-site, Remote diagnosis within hours, 72-hour on-site response
      • What spare parts or obsolescence policies do you insist on to avoid long downtime? Options: 1 year spares on-site, 3 year recommended spares, Vendor-managed spares, Obsolescence notification, Other
      • If we proposed a performance-backed support package, what elements would make it feel fair to you? Options: Defined SLA with credits, Dedicated field engineer, Spare parts consignment, On-site support days included, Remote monitoring and alerts

      Site Reality Check — Utilities, Layout, and People

      • What single site limitation would prevent a successful installation (power, floor load, ceiling height, access, or network)? Options: Insufficient electrical service, No compressed air, Floor load limits, Tight access / doorways, No reliable Ethernet/IT access, None / site ready
      • Which utilities and interfaces are available at the target area? Select all that apply. Options: 3-phase power with spare capacity, 480V / 400V / 208V (specify), Compressed air at plant pressure, Plant Ethernet / VLAN access, Safety-rated E-stop circuits, None verified yet
      • Please describe the preferred material flow and where the new cell should tie into inbound/outbound conveyors or storage.
      • What are the floor-to-ceiling height and minimum door/aisle widths in the installation zone? (numbers preferred)
      • How many in-house technicians are available for installation and commissioning, and what are their typical shift patterns? Options: No available technicians, 1–2 technicians (single shift), 3–5 technicians (single/multi shift), Dedicated maintenance team (multi-shift)
      • Do you have an internal IT/OT policy for connecting third-party PLCs/HMIs to your network? If so, please summarize any mandatory requirements.

      Timeline, Risk Appetite, and Next Steps

      • If everything aligned perfectly—budget, approvals, and site prep—when would you want to run a Factory Acceptance Test (FAT)? Options: Within 2 weeks, 1 month, 2–3 months, >3 months
      • What's your preferred FAT model: full-replication at our factory, hybrid FAT with sample parts, or virtual/remote FAT? Options: Full factory FAT with representative parts, Hybrid FAT (partial on-site + remote), Remote/virtual FAT with streamed tests, Customer witness only at deployment
      • What budget range has been allocated or preliminarily approved for this scope? Options: <$250k, $250k–$500k, $500k–$1M, >$1M, Not yet defined
      • What would make you say 'yes' to a pilot or phased scope rather than a full-line commitment? Options: Lower upfront capital, Risk-limited performance targets, Shorter lead time, Reference site assurance, Other
      • Who should we include in the next planning session to move from discovery to a scoped proposal? Options: Plant Manager, Manufacturing Engineer, Maintenance Lead, Quality Manager, Finance/Capital Approver, IT/OT representative
      • Anything else you want us to know right now that would change how we scope or price a solution for you?
    2. Factory Acceptance Test & Performance Run

      Execute FAT with representative parts and run acceptance performance tests to validate cycle time, throughput, and FPY before shipment.

      FAT Sessions

      • FAT Planning & Acceptance Criteria Alignment
      • Pre-FAT Readiness Check (Operational Go/No-Go)
      • FAT Functional & Integration Test Session
      • FAT Performance Run & Acceptance Tests
      • FAT Review, Acceptance Sign-off & Shipment Authorization
      • Achieve and document FPY ≥ agreed threshold (e.g., >98%) across representative parts and variants.
      • Introductions & Meeting Objectives
      • Calibration team to finalize vision/fixture calibration and confirm limits in writing.
      • IT/Integrations to verify data export, timestamping, and storage location for FAT evidence.
      • Logistics to stage representative parts and spare kits at the test station with trace tags.
      • Assign a readiness owner to clear any 'hold' items within the agreed remediation window.
      • Kickoff: Reconfirm Goals & Success Metrics
      • Validate that all stations and interfaces operate correctly with representative parts under scripted conditions.
      • Prove that alarms, error handling and recovery meet agreed expectations and document any residual issues.
      • Capture baseline single-cycle metrics to be used in performance run comparisons.
      • Mechanics to correct alignment issues identified and report completion before performance run.
      • Controls to update any PLC logic or HMI text required by functional tests.
      • Quality to confirm FPY measurement points and scrap/defect logging are enabled.
      • Run Kickoff & Reminders
      • Demonstrate sustained cycle time and throughput at the agreed rate over the full run window.
      • Integrator to publish the detailed FAT script, data capture schema, and acceptance evidence template.
      • Produce a complete, time-stamped evidence package (logs, videos, OEE, FPY results) for formal review.
      • Validate that technician-level recovery procedures keep downtime within agreed limits.
      • Data team to export time-stamped logs, cycle-time histograms, FPY calculations, and OEE summaries into the evidence package.
      • Quality to create defect logs with sample photos/videos and link to part traceability for every failed unit in the run.
      • Operations to document actual changeover times and recipe steps executed during variant runs.
      • Presentation of Evidence against Acceptance Criteria
      • Obtain formal customer acceptance or a clearly-scoped conditional-acceptance with owners and deadlines.
      • Ensure every acceptance decision is backed by time-stamped evidence mapped to agreed KPIs.
      • Agree shipment timeline, on-site acceptance activities, and the first-six-month support plan.
      • Integrator to publish the final FAT report and sign-off document with embedded evidence links for archive and audit.
      • If conditional, create a punch-list with owners, target dates, verification method, and an agreed follow-up meeting date.
      • Operations & Logistics to execute the shipping checklist and provide tentative installation/commissioning dates.
      • Create an explicit one-line current-state and a quantified consequence statement to drive FAT urgency.
      • Agree the precise, measurable acceptance criteria (cycle time, throughput, FPY, uptime) the FAT must demonstrate.
      • Finalize the FAT script, representative parts list, data requirements, and owners for each test section.
      • Establish go/no-go checkpoints and contingency actions before execution.
      • Customer to deliver representative part kits, traceability paperwork, and variant mix for FAT.
      • Both parties to confirm attendees, decision-makers, and a FAT calendar with time-blocked run windows.
      • Engineering to list required utilities, spare parts, and diagnostics tools to have on hand for FAT.
      • Safety & Test Rules Brief
      • Confirm all physical, controls, and data systems are ready to execute the FAT without avoidable interruptions.
      • Validate that the exact test recipes and representative parts are loaded and traceable.
      • Obtain a documented go/no-go decision or a short remediation plan to achieve readiness.
      • Physical & Utility Readiness Walkthrough
      • One-sentence Current State
      • Continuous Performance Run
      • Station-by-Station Functional Tests
      • Tie Outcomes Back to Customer Consequence
      • Integration Sequence Tests
      • Control System & HMI Verification
      • Scheduled Checkpoints & Interim Analysis
      • Explicit Consequence
      • Decision: Accept / Conditional Accept / Reject
      • Error/Recovery & Fault Injection
      • Define Future-State Success Metrics
      • Variant/changeover Scenarios
      • Data Pipeline & Measurement Validation
      • Remediation Plan & Owners (if applicable)
      • Shipment Authorization & Post-Launch Support
      • Representative Parts, Recipes & Test Cases
      • Single-cycle Timing & Baseline Capture
      • Dry-run With Dummy Parts
      • Fault Handling During Run
      • Test Plan & Data Requirements
    3. Deployment Enablement

      Schedule installation, commissioning, operator and maintenance training, recipe transfer, and on-site acceptance activities with clear owners and milestones.

    4. Validation Checklist

      Verify installed system against acceptance criteria (cycle time runs, FPY, OEE baselines, changeover verification) and document handover evidence.

      Validation Questions

      Quick Introductions — what are we working on?

      • What product or assembly are we preparing this automation solution for? (brief name/part number)
      • Which role best describes you on this project? Options: Manufacturing Engineer, Plant Manager, Automation Engineer, Quality Engineer, Director of Operations, Procurement, Other
      • Target production start / launch window? Options: Within 3 months, 3–6 months, 6–12 months, 12+ months, TBD
      • What is the initial production cadence you expect (units per hour / per shift)?
      • What are the top three success metrics for this project from your perspective?

      If This Broke Tomorrow — what's the true cost?

      • If the current process failed to meet required volume tomorrow, what immediate consequence would you face? Options: Line downtime, Missed customer delivery / penalties, Quality escapes / rework, Loss of business or customer confidence, Expedited shipping / overtime costs, Other
      • Which specific station(s) or operation(s) tend to be the most fragile—where do jams, rejects, or slowdowns begin?
      • How often do unplanned stoppages occur and what is the typical average downtime per stoppage? Options: Multiple times daily, Daily, Weekly, Monthly, Rarely / almost never
      • When a failure happens, who is typically called first and how quickly can they respond? Options: In-house maintenance (immediate), In-house maintenance (delayed), Vendor support per SLA, No consistent responder, Other
      • Tell us about the last three production-impacting incidents—what happened, what fixed it, and how long recovery took?

      Where the Clock and Quality Collide

      • If you could not hit your target cycle time and >98% FPY on day one, what would that mean for launch and business commitments? Options: Customer penalties, Extra shifts/overtime, Increased scrap and rework, Delayed ramp and lost revenue, Executive escalation, Other
      • What is your target cycle time (specify unit: seconds/minutes) and target throughput per hour/day?
      • What is your current first-pass yield and how do you currently measure it? Options: % per station, % per line, PPM / defects per million, Audit sampling, Other
      • Which operations are most sensitive to cycle time (select all that apply)? Options: Vision inspection, Fastening/torque, Press-fit operations, Adhesive dispensing / cure time, Functional test, Material handling / indexing
      • How do you currently capture cycle time variability and where are you already holding buffers (manual steps, extra stations, buffer conveyors)?
      • How close are part tolerances and fixture margins to the limits of your existing tooling? Options: Comfortable margin, Moderate risk, Near limits of capability, Unknown / not measured

      Who's Really Holding the Keys?

      • Who could veto this project at final approval, and what typically motivates their 'no'? Options: Plant Manager, CFO / Finance, Quality Director, VP Manufacturing, Procurement, Safety / EHS, Other
      • What is your capital approval threshold and typical decision timeline for projects like this? Options: < $50k, $50k–$250k, $250k–$1M, > $1M, Not defined / varies
      • Which stakeholders must be satisfied on technical performance vs commercial terms (select all that apply)? Options: Manufacturing Engineering, Operations / Line Supervisors, Quality, IT/OT, Finance, Legal / Contracts
      • What evidence or deliverables do approvers need to sign off (ROI, FAT report, references, risk register, acceptance criteria)? Options: ROI / Payback analysis, FAT reports with video/data, Customer references, Risk / mitigation plan, Acceptance test protocols, Other
      • How confident are you that budget and timeline align with executive priorities? Options: Very confident, Somewhat confident, Uncertain, Not confident

      Things We Don't Talk About — but Always Break Projects

      • What's one shop-floor reality you rarely tell suppliers that, if known, would change how they'd design the system?
      • What are your changeover requirements—how often and what is the maximum allowable changeover time? Options: Continuous single-product run, Frequent changeovers (every few hours), Shift-level changeovers (<30 minutes), Long changeovers (>2 hours), Other
      • Describe the typical skill level of your maintenance technicians and what handover/training depth they require. Options: Highly skilled (PLC/robot experienced), Moderately skilled (mechanical familiar), Basic / need step-by-step guidance, Varies widely across shifts
      • Are there environmental, regulatory, or cleanliness constraints we must design to (cleanroom class, ESD, ISO 13485, IATF 16949)? Options: Cleanroom required, ESD controls required, ISO 13485 / medical, IATF 16949 / automotive, No special constraints, Other
      • Do you have restrictions on vendors, materials, or approved components we must respect? Options: Strict approved vendor list, Preferred vendors, Open to integrator suppliers, Undecided / TBD
      • How quickly must spare parts be available to avoid meaningful downtime? Options: On-site spares (immediate), Same-day delivery, 48–72 hours, Up to a week, Not defined

      If Day One Was Headline News

      • If Day One exceeded expectations, what single metric or outcome would you want to lead the internal memo? Options: Cycle time met or exceeded target, >98% first-pass yield, First-week throughput target achieved, Zero critical defects, Smooth operator adoption with positive feedback, Other
      • What operator or supervisor feedback would convince you the system is maintainable by your technicians?
      • How many shifts and what staffing levels will run the line at launch and at steady state? Options: 1 shift, 2 shifts, 3 shifts, Flexible / seasonal, Undecided
      • What does a successful 30-day ramp look like—specific metrics and milestones we should plan to hit?
      • What day‑one data and dashboards are essential for you (select all that apply)? Options: OEE overall, Station-level FPY, SPC / process control charts, Lot traceability, Operator logs, Other
      • How would you prefer performance guarantees and remedies to be structured? Options: Fixed performance penalties, Remediation work included, Service credits, Hybrid approach, Open to discussion

      The Assumption That Could Sink Us

      • Which single assumption in our current plan—if proven false—would cause the project to fail?
      • How variable are incoming part dimensions and what percentage typically fail incoming inspection? Options: <0.1%, 0.1–1%, 1–5%, >5%, Unknown / not measured
      • Who supplies the critical components and how stable are their lead times? Options: Single supplier, stable lead times, Single supplier, volatile, Multiple suppliers, In-house fabrication, Other
      • Do you foresee integration challenges with your MES/ERP/PLC standards or cybersecurity policies? Options: Yes, significant concerns, Some concerns, No major issues, Unsure / need IT to confirm
      • If required, would you allow performance validation using engineering samples or limited-quality parts before full production parts are available? Options: Yes, with limitations, Yes, fully, No, only production parts, Unsure
      • What contingency budget or schedule buffer is already committed to cover unknowns? Options: None, 5–10%, 10–20%, >20%, Undisclosed / TBD

      How We’ll Prove It — acceptance to the letter of victory

      • If results could be cosmetically 'massaged', what absolute evidence would you insist on to trust claimed performance?
      • Which acceptance tests are non‑negotiable for you (select all that apply)? Options: Cycle time demonstration runs, Sustained FPY performance over time, OEE baseline measurement, Changeover verification, Environmental / regulatory tests, Other
      • How many consecutive production-quality cycles or hours do you require to accept the system at FAT or on-site? Options: 1 hour, 8 hours, 24 hours, 72 hours, Custom / other
      • What statistical confidence, sample size, or defect thresholds do you expect for FPY guarantees? Options: 100% inspection (every unit), 99% confidence interval, 95% confidence interval, Predefined sample size, Undecided / discuss
      • Do you require customer witness at FAT, independent lab verification, or both? Options: Customer witness at FAT, Independent third-party verification, Both, Integrator-only is acceptable, Undecided
      • What post-acceptance monitoring period and metrics do you expect (e.g., first 30/90/180 days)? Options: First 30 days, First 90 days, First 6 months, Ongoing SLA with reviews, Other

      Install Day Reality Check — are we truly ready?

      • What single site-prep item would stop installation cold if it were missing or incorrect?
      • Are utilities (power at required voltage, compressed air, plant Ethernet) documented and available at the install location? Options: Yes, verified and available, Planned but unverified, No, Unknown
      • Do you have floor load-bearing specs, exact layout, and material flow maps available for installation planning? Options: Yes, detailed and current, Partial documentation, No, will provide later, In progress
      • Who will be the on-site owner for installation and what are their hours / normal availability? Options: Plant Engineer, Maintenance Lead, Operations Manager, Third-party contractor, TBD
      • Will required handling gear (cranes, forklifts) and delivery permits be arranged for equipment arrival? Options: Yes, arranged, Planned but not confirmed, No, Unknown
      • Is IT/OT clearance in place for PLC/HMI connectivity, and any firewall/VPN requirements documented? Options: Yes, IT cleared, Pending IT approval, No, Unknown

      The First Six Months — your comfort and escalation map

      • If you woke up on day 90 and performance had degraded, what would be the first thing you would expect us to do?
      • What level of on-site support do you expect in week 1, month 1, and month 3? Options: Daily on-site during week 1, Weekly visits during month 1, Monthly review visits, Dedicated resident engineer for a period, Remote as-needed support only
      • What response time SLA do you require for critical launch issues? Options: 4 hours, 8 hours, 24 hours, Next business day, Other
      • Which spare parts should be included in an initial 'on-site kit' to avoid common stoppages (select all needed)? Options: Vision cameras & lenses, Belts / conveyors, Fastening tools / driver bits, PLC / I/O modules, Pneumatic valves, Sensors / proximity switches, Other
      • How would you like post-launch governance to work—shared dashboard, weekly ops call, escalation contact, or monthly exec review? Options: Shared dashboard with live metrics, Weekly operational review meetings, Dedicated escalation contact with SLAs, Monthly executive performance review, Combination of the above
      • What documentation and training handovers are mandatory for your auditors and teams (select all that apply)? Options: As-built mechanical drawings, PLC and robot code with comments, Operator manuals and quick reference cards, Maintenance guides and spare parts list, Training sessions and recorded videos, Traceability and FAT reports
  7. Success

    Review production outcomes against success signals, confirm post-launch support actions, and maintain a shared channel for issues and improvements.

    Success Reviews

    • Production Outcomes Review (Week 4 Post-Launch)
    • Remediation & Root-Cause Workshop
    • Support Handoff & Escalation Alignment
    • 30/60/90 Day Performance & Commercial Review
    • Lessons Learned, Documentation Closure & Operations Handover

    Issues & Enhancements

    • Ensure commercial stakeholders are aligned on any credits, extensions, or change orders required.
    • Operations to perform and submit a controlled changeover test and timing sheet after the fix.
    • Support SLA & Onsite Coverage
    • Establish a single operational runbook and a shared ticketing channel for all post-launch issues.
    • Confirm spare parts coverage and on-site support schedule for the first six months.
    • Lock the escalation matrix so response expectations are unambiguous.
    • Integrator to create and share a prefabricated ticket board (Jira template) and invite core stakeholders.
    • Operations to confirm local spare parts custodian and minimum stock levels within 3 business days.
    • Field service to publish a 6-week on-site support calendar and remote monitoring windows.
    • Trend Review (30/60/90)
    • Confirm ongoing compliance with or deviation from contractual performance guarantees and decide remedial steps.
    • Maintain a prioritized CI backlog with committed owners and timelines.
    • Welcome & Objectives
    • Finance to compute performance credit/penalty impact and circulate reconciliation within 7 business days.
    • CI owner to convert top 5 improvement ideas into scoped tickets with resource estimates.
    • Schedule the next performance review and identify any required executive attendance.
    • Capture Lessons Learned
    • Ensure all operational artifacts are complete, accessible, and under version control.
    • Confirm training coverage and identify any remaining competency gaps with remediation plans.
    • Formalize the handover so operations assume day-to-day ownership while integrator remains available per SLA.
    • Controls to publish final PLC/HMI builds and recipes to the agreed version-control repository.
    • Training lead to schedule targeted refresh sessions for any technicians who failed competency sign-offs.
    • Integrator to provide a 6-month CI monitoring dashboard access to operations and schedule monthly check-ins.
    • Validate whether the system meets the agreed success signals (cycle time, >98% FPY, throughput, uptime).
    • Identify and prioritize the top 3 deviations that threaten meeting targets.
    • Assign owners, timelines, and validation criteria for each corrective action.
    • Integrators to deliver detailed SPC charts and 24-hour run video within 48 hours for prioritized stations.
    • Operations to log and share 7-day shift-level downtime and changeover entries for the affected line.
    • Quality to produce defect Pareto and cost-per-defect estimate by end of week.
    • Recap Issue Pack
    • Produce a validated root-cause for each prioritized issue.
    • Create a time-boxed action plan with owners and measurable validation tests.
    • Identify quick wins to stabilize output before longer fixes are deployed.
    • Engineering to implement fixture/CAM adjustment and execute a 2-hour validation run in lab within 5 business days.
    • Controls to produce a diagnostic log extract and PLC snapshot for the failure window.
    • Pre-work Data Summary
    • Contract & Guarantee Status
    • Escalation Matrix
    • Prioritization & Scoping
    • Documentation & Recipe Audit
    • Training & Competency Confirmation
    • Spare Parts & Tooling Inventory
    • Continuous Improvement Backlog
    • Root-Cause Analysis
    • Core Metrics Deep-Dive
    • Defects & Rework Overview
    • ROI & Operational Impact
    • Define Corrective Experiments
    • Operationalize CI & Feedback Loop
    • Shared Channel & Ticket Workflow
    • Knowledge Base & Training Refreshes
    • Formal Handover & Sign-Off
    • Changeover, Uptime & Maintenance Observations
    • Owner Commitments & Timeline
    • Next Milestones & Cadence
    • Decisions & Next Steps
    • Ownership & Handover Signatures
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