Industrial & Manufacturing Industrial Manufacturing & Robotics Factory Automation & Robotics

Automated Assembly

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

Example organizations in this space: FANUC Kawasaki Robotics ABB Epson Robots

This interactive experience is the shipped product itself — the same application code customers run in production, mounted read-only in your browser over a real sample journey. Not a video, not a mockup: because the demo and the product are one codebase, it can never drift from the real thing.

Inside this journey
  1. Manufacturing Outcome Discovery

    Align on target cycle time, first-pass yield goals, changeover requirements, stakeholders, and decision criteria across manufacturing, quality, and capital planning.

    Discovery Questions

    A quick snapshot of the program you want automated

    • How would you summarize the assembly line or product program you want automated, including target annual volume and number of variants?
    • What is your target day-one cycle time per unit? Options: <5s, 5-15s, 15-60s, 1-5 min, >5 min, Unsure
    • Who on your team will make the final go/no-go decision for capital projects at this scale? Options: Plant manager, VP operations, Capital planning / finance, Director of engineering, Cross-functional committee, Other
    • When do you need production-ready output on the line, and what drives that deadline? Options: Within 4 weeks, Within 2-3 months, 3-6 months, 6-12 months, Unsure
    • Describe the product variant changeover you expect, including how often variants change, acceptable changeover time, and what a successful changeover looks like.

    Where the current line falls short

    • If your line delivered the promised cycle time but failed to hit 98% first-pass yield, what would break next in assembly, test, or shipping?
    • Tell me about the last time a production ramp missed expected throughput—what caused it and who scrambled to fix it?
    • Which stations or operations do you suspect are highest risk for yield loss on day one? Options: Fastening / torque, Vision inspection, Adhesive dispense, Press-fit / interference fit, Functional test, Operator handoffs, Other
    • How often do unplanned changeovers or product swaps occur today, and what is the typical duration? Options: Multiple times per shift, Once per shift, Daily, Weekly, Monthly, Rarely
    • What are the top three recurring quality defects you see after previous new-equipment installs, and how do they typically surface?

    Hidden costs and staffing realities

    • Who currently maintains your automation and PLC logic, and what happens when those people are unavailable? Options: Dedicated in-house automation team, Plant electricians with vendor backup, Third-party contractor, No dedicated resource, Other
    • When an automated cell goes down today, what is the typical mean time to repair with your current resources? Options: <2 hours, 2-8 hours, 8-24 hours, 1-3 days, >3 days, Unsure
    • Could your technicians load and change robot programs and PLC recipes without vendor support, or would you rely on external help? Options: Fully in-house, Mostly in-house with occasional vendor support, Vendor dependent, Unsure
    • Where are your technicians currently trained on camera/vision tuning and sensor calibration, and how often is that training refreshed? Options: Internal training program, Vendor training only, Third-party training partner, No formal training, Other
    • Estimate the internal hours per week available to support commissioning, tuning, and post-launch debugging. Options: <10 hours, 10-40 hours, 40-80 hours, >80 hours, No dedicated hours

    Top roadblocks that pause projects

    • Which single project constraint would make you cancel or delay this project immediately? Options: No capital approval, Site utilities missing, No maintenance resource, Integration blockers with MES/ERP, Other
    • Are there approvals, capital blocks, or executive reviews that must clear before any purchase order is placed? Options: Yes, capital approval required, Yes, safety or engineering review required, Yes, both capital and safety reviews, No, Unsure
    • In the past two years, have similar automation projects been delayed by site utilities, floor access, or safety approvals? If so, give an example. Options: Frequently, Sometimes, Rarely, Never
    • List any regulatory, product safety, or cleanroom constraints that could shape installation, tooling, or test methods.
    • If a critical integration point like MES or ERP does not expose the data you need, what is your fallback plan? Options: Local data collection and sync, Manual entry, Delay integration until later phase, Request API access from IT, Other

    The other options you are weighing

    • Tell me which alternatives you are actively evaluating right now, including internal build, the incumbent, or other integrators. Options: Incumbent integrator, Custom in-house build, Another systems integrator, OEM line supplier, No alternatives, Other
    • Would you stay with your current approach if it required no additional capital, and what would have to be true for that to happen? Options: Yes, if yield meets targets, Yes, if uptime meets targets, No, we are seeking broader change, Unsure
    • Where does your incumbent system meet expectations, and where does it fall short compared to your stated goals?
    • Are internal teams proposing to build this capability themselves rather than buying it from a vendor? Options: Yes, fully in-house, Yes, with external partner support, No, not currently proposed, Unsure
    • Share any recent demos, benchmarks, or FAT results from other vendors or internal pilots that set your bar for acceptance.

    Site and systems readiness that must be true

    • Confirm which site utilities are guaranteed at installation start—power capacity, compressed air, network endpoints, and floor loading—and who owns each. Options: All guaranteed with named owners, Some guaranteed with owners, No guarantees yet, Unsure
    • Where will the system physically sit on your floor, is the layout fixed, and do you control the space for installation windows? Options: Layout fixed and controlled by us, Layout flexible with approvals needed, Shared space with complex access, Unsure
    • Do you have a dedicated IT owner for network endpoints, VPNs, and segmentation of plant-floor equipment? Options: Yes, named owner, Yes, but shared across sites, No, Unsure
    • Is a product traceability data schema defined and available for mapping to our data collection and OEE tools? Options: Yes, documented and accessible, Partially defined, No, Unsure
    • Estimate how long procurement, safety review, and installation permits typically take at your site. Options: <4 weeks, 4-8 weeks, 2-3 months, 3-6 months, >6 months

    What success must look like on day one and at month six

    • Why would you sign acceptance at go-live—are there one or two metrics that, if met, would make you accept immediately? Options: Cycle time and throughput, First-pass yield, Uptime and availability, Maintenance handover, Other
    • Describe the specific maintenance handover, spares list, and training you expect when we complete commissioning.
    • Would you require a warranty that guarantees first-pass yield and cycle time, and if so what period would be acceptable? Options: Yes, 6 months, Yes, 12 months, No warranty beyond standard, Unsure
    • Rate how critical immediate in-person vendor support is for the first two weeks after go-live. Options: Critical - on-site required, Important - remote with occasional site visits, Nice to have, Not necessary
    • Name the internal signatories required for final acceptance and their roles.

    Next steps, and the single answers that speed or stop a deal

    • Could you commit to a pilot acceptance window and, if successful, issue a purchase order within your stated deadline? Options: Yes, can commit, Yes, need executive approval, No, not without more validation, Unsure
    • In your ideal timeline, what are the three milestones that must be hit to keep this project on schedule?
    • Share the budget band approved for this project or the approval threshold we should target. Options: < $250k, $250k-$1M, $1M-$5M, > $5M, Undisclosed
    • Why would you accelerate to sign if the pilot proves cycle time and yield—what internal pressure or benefit propels that decision?
    • List any additional decision gates, committees, or audits that must review this project before awarding work.
  2. Solution Experience & Factory Acceptance Planning

    Walk through how the proposed assembly solution will deliver day-one cycle time, >98% first-pass yield, maintainability, and FAT/acceptance tests tied to those outcomes.

    Solution Experience

    • Solution Experience Session
    • Confirm the current state and its cost
    • Customer confirms the demonstrated workflow achieves the stated day-one cycle time for the sampled production scenario.
    • Deliver a detailed FAT and site acceptance test plan that maps each test to cycle time, first-pass yield, and uptime criteria within five business days.
    • Customer confirms the FAT and site acceptance tests map directly to their decision criteria and will be sufficient for sign-off.
    • Align decision criteria and acceptance metrics
    • Provide sample parts, current failure-mode data, and the per-operation cycle time targets for the planned production run.
    • Walkthrough of the proposed assembly workflow proving day-one cycle time
    • Provide floor layout, utility access constraints, and preferred FAT dates to confirm installation and FAT logistics.
    • Customer confirms the maintainability and changeover procedures meet in-house technician capability and handover expectations.
    • Schedule the FAT window and a follow-up technical validation call within two weeks of the FAT plan delivery.
    • Map FAT and site acceptance tests to outcomes
    • Agreement on the remaining evidence and the scheduled FAT window needed before commercial mutual commit.
    • Demonstrate maintainability and changeover procedures
    • Review commissioning risks and contingency plan
    • Forced validation, confirm this maps to your need
    • Agree next steps and evidence required for decision
    • Solution Experience Session
    • Solution Experience Deck
    • Solution Brief
    • meeting
    • slides
    • document
  3. Solution Scope

    Define system boundaries, stations, responsibilities, performance guarantees, test criteria, and post-installation support included in the delivery.

    Scope Configuration

    • Build multi-station assembly line
    • Integrate robotic assembly cell
    • Integrate vision inspection system
    • Install automated fastening and joining stations
    • Install adhesive and sealant dispensing stations
    • Install press-fit and interference-fit stations
    • Install leak and functional test stations
    • Provide PLC, HMI, and recipe management
    • Deploy statistical data collection and OEE tracking
    • Conduct factory acceptance testing (FAT)
    • On-site installation and commissioning
    • Six-month post-launch production support
    • Technician training and maintenance documentation
    • Supply spare parts and tooling kit
    • Capital financing and incentive qualification

    Scope Questions

    Build multi-station assembly line

    • Which total line throughput target do you require (express as seconds per part or parts per minute)? Options: <10 s/part (<6 ppm), 10-30 s/part (2-6 ppm), 30-60 s/part (1-2 ppm), >60 s/part (<1 ppm), Custom - specify
    • How many discrete assembly stations must the line include at start of production? Options: 1-5, 6-10, 11-20, 20+
    • Specify the required changeover time between product variants (minutes) and whether quick-change fixtures are required.
    • List plant floor constraints that affect footprint and layout drawing (aisle width mm, ceiling height m, floor load kg/m², rollover points).
    • Who will authorize and sign the final single-line layout drawing (SLD) and any layout deviations? Options: Plant manager, Manufacturing engineer, Safety officer, Capital planning, Other

    Integrate robotic assembly cell

    • Which robot payload and reach class is required for the primary assembly tasks (specify kg and mm)?
    • Do you require collaborative robot operation or safety-fenced robot cells, and which lockout/tagout (LOTO) procedures apply? Options: Safety fencing with interlocks, Collaborative robot with monitored stop, Collaborative with power/force limiting, Unsure - need recommendation
    • List required end-of-arm-tool (EOAT) functions (gripping, force-sense, tool changer, screw-driving) and torque ranges in Nm.
    • Who will provide the robot controller network endpoint and PLC integration details (IP addressing, EtherNet/IP vs OPC UA preference)? Options: Your IT team, Your controls team, We coordinate, Other
    • Confirm the target cycle-time contribution of this cell in seconds per part to meet the overall line throughput. Options: <2 s, 2-5 s, 5-10 s, >10 s, Specify

    Integrate vision inspection system

    • Which inspection tasks must the vision system perform and on which part features (presence/absence, OCR, dimensional measurement, surface defect)? Options: Presence / absence, OCR / code read, Dimensional measurement, Surface defect detection, Color verification
    • What pass/fail thresholds or first-pass yield target (%) must the vision station meet for each inspection type? Options: >98%, 95-98%, 90-95%, Custom - specify
    • Specify the smallest feature size (mm) or camera resolution and field of view required to resolve your critical features.
    • How will vision results be handed to PLC/HMI/MES (discrete pass/fail tags, numeric measurements, image archive) and which format is required? Options: Discrete tags only, Tags + numeric values, Tags + images, Full image archive to MES, Other
    • Are there environmental constraints for cameras such as IP rating for washdown, ambient light limits, or high vibration? Options: Washdown / IP65+, Low-light / strobe required, High-vibration area, Standard protected interior, Other

    Install automated fastening and joining stations

    • Which fastening types apply and what torque or clamp-force specs must be met (e.g., torque Nm, clamp N)? Options: Torque-controlled screwdriving, Rivet / clinch, Self-tapping screws, Hydraulic clamp, Other
    • Do you require per-cycle torque traceability and audit logs for each fastening operation for quality records? Options: Yes, per cycle with CSV logs, Yes, batch summary only, No
    • Specify expected cycle time per fastening and whether parallel multi-spindle tooling is required to meet line rate.
    • Who defines acceptable torque tolerances and the sampling plan for torque verification (manufacturing engineer, quality, third-party)? Options: Manufacturing engineer, Quality, Third-party test lab, Other
    • List required joint validation methods (torque-to-yield test, pull-test, visual inspection) and sample sizes.

    Install adhesive and sealant dispensing stations

    • Which adhesive families and cure methods will be used (two-part epoxy, UV cure, silicone) and are safety data sheets available? Options: Two-part epoxy, UV cure, Silicone RTV, Hot-melt, Other
    • Specify bead geometry tolerances, dispense rate (mm/s), and cure time constraints that the dispenser must support.
    • Do you require dispense verification per part (flow check, weight check, vision inspection) and if so at what frequency? Options: Per part, Per lot, Batch sampling, No verification required
    • Are special material handling needs required such as heated reservoirs, nitrogen blanketing, or hazardous-material disposal? Options: Heated reservoirs, Nitrogen purge, Special disposal, None
    • Who will provide or qualify adhesive samples for development runs and material compatibility tests? Options: Your materials team, We handle sourcing, Third-party supplier, Other

    Install press-fit and interference-fit stations

    • What insertion force profile (N) and displacement limits (mm) are required for press-fit operations and what maximum part deflection is acceptable?
    • Do you require tonnage/position monitoring with programmable limits and data logging for each press cycle? Options: Yes, with logging, Yes, with alarms only, No
    • Specify tooling life expectation in cycles for press dies and recommended replacement intervals. Options: <100k cycles, 100k-500k, >500k, Custom - specify
    • Are foundation or NVH mitigation requirements needed (reinforced base, isolation pads) at the station location? Options: Reinforced foundation required, Isolation pads required, Standard mounting is acceptable, Unsure
    • Who will validate press-fit insertion force curves during commissioning and sign the validation report? Options: Quality engineer, Manufacturing engineer, Third-party lab, Other

    Install leak and functional test stations

    • Which leak test method do you require (pressure decay, helium, bubble) and what maximum leak rate is acceptable (Pa·m^3/s or sccm)? Options: Pressure decay, Helium mass spectrometer, Bubble / visual, Other
    • Specify functional test vectors and pass thresholds for electrical or pneumatic subsystems (continuity Ohms, pressure hold kPa, actuation time ms).
    • Do you require automated per-unit test certificates with serial-number traceability and archival storage? Options: Yes, per unit, Yes, per lot, No
    • How many test cycles per hour must the station sustain to keep up with the line throughput? Options: <50, 50-200, 200-500, >500
    • Are environmental test conditions required during testing (temperature chamber, humidity range) and what ranges apply?

    Provide PLC, HMI, and recipe management

    • Which PLC communication protocols must be supported for integration with your plant (select all that apply)? Options: EtherNet/IP, Profinet, OPC UA, Modbus/TCP, Other
    • How many operator-accessible recipes and HMI recipe screens are required for product variant selection and runtime changes? Options: 1-5, 6-20, 21-100, 100+
    • Specify cybersecurity constraints for PLC/HMI such as VLAN segmentation, jump-server use, and password policy compliance.
    • Who will maintain PLC program backups and version control after handover (controls team, IT, integrator)? Options: Your controls team, Your IT team, We will manage, Other
    • List the recipe parameters that must be editable at runtime (screw torque, dispense volume, press displacement, vision thresholds).

    Deploy statistical data collection and OEE tracking

    • Which OEE target do you expect (availability, performance, quality as percentages) and what overall OEE % is the goal? Options: >85%, 75-85%, 60-75%, Custom - specify
    • What cycle-by-cycle data points must be captured (cycle time, reject code, torque trace, image result) and what retention period is required?
    • Do you require edge buffering for data during network outages and automatic sync to MES when restored? Options: Yes, No, Unsure
    • Which MES or historian endpoint must data map to and can you provide a tag list or API details for mapping?
    • Who will own ongoing analytics and dashboard maintenance after handover (process analytics, operations, or integrator)? Options: Your analytics team, Operations, We provide ongoing service, Other

    Conduct factory acceptance testing (FAT)

    • What specific FAT acceptance criteria will confirm the system meets day-one cycle time and >98% first-pass yield targets (list measurable tests and pass thresholds)?
    • Which subsystems and stations must be included in the FAT run and in what sequence (robot cell, vision, fastening, leak test)? Options: Robot cell, Vision system, Fastening stations, Leak/functional test, All listed
    • Provide the required FAT data format and whether raw logs, CSVs, or full image archives are required for acceptance review. Options: CSV/logs, Raw images, Both, Other
    • Who will be authorized to witness and sign the FAT report (manufacturing engineer, quality, operations) for formal acceptance? Options: Manufacturing engineer, Quality, Operations manager, Capital approver
    • Are there required FAT environmental or utility conditions (lab power 480V, compressed air 6 bar, ambient temperature) that must be available for testing?

    On-site installation and commissioning

    • Which site utilities and single-line diagram (SLD) details will you provide at the equipment location (3-phase voltage, air psi, cooling water)? Options: 3-phase 480V available, 3-phase 208V, Compressed air 6 bar, Cooling water, Other
    • What site access windows and production blackout periods must installation respect (day shift, night shift, weekend, plant shutdown dates)? Options: Day shift only, Night shift available, Weekend only, Plant shutdown window specified
    • What evidence will validate successful on-site commissioning (run-rate test results, first-piece inspection reports, signed commissioning checklist)?
    • List site responsibilities that are explicitly out of scope for the delivery (floor cutouts, crane rental, asbestos abatement, civil works).
    • Who is the named on-site owner for installation coordination and weekly status sign-offs? Options: Plant project manager, Manufacturing engineer, Facilities manager, Other

    Six-month post-launch production support

    • Which support response service-level agreements (SLAs) do you require during the first six months (remote response hours, on-site response hours)? Options: 1 hr remote / 24 hr on-site, 4 hr remote / 48 hr on-site, Next business day on-site, Custom - specify
    • What success signals will validate completion of the six-month support period (sustained >98% FPY, stable run-rate, monthly downtime under X hours)?
    • Do you require defined on-site hypercare visits during month 1-3 (weekly, biweekly, monthly) and which frequency do you prefer? Options: Weekly, Biweekly, Monthly, As-needed
    • Who will own escalation beyond support scope after six months (your maintenance team, third-party, or continued integrator contract)? Options: Your maintenance team, We continue under contract, Third-party service partner, Other
    • List remote access requirements for support (VPN, remote HMI view, PLC program access) and specify retention/credentials policy.
  4. Mutual Commit

    Finalize commercial and legal terms, acceptance criteria, warranty and support commitments, and the installation schedule and payment milestones.

    Agreement Modules

    • Master Services Agreement (MSA)
    • Statement of Work (SOW)
    • Purchase Agreement / Order Confirmation
    • Acceptance Test Plan (FAT & Site Acceptance)
    • Warranty & Support Agreement
    • Service Level Agreement (SLA)
    • Installation Schedule and Payment Milestones
    • Performance Guarantee & Remedies Addendum
    • Change Order Agreement
    • Project Governance & Escalation Matrix
    • Regulatory Compliance Addendum (conditional)
    • Acceptance Sign-off & Final Billing Authorization
  5. Deployment

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

    1. Pre-Deployment Readiness

      Capture concrete readiness facts — site utilities, floor layout access, plant schedules, safety constraints, and named owners required before installation.

      Pre-Deployment Questions

      Environment and site access

      • Which site(s) will receive the installation? List site name, plant code, and physical address for each site (so we can create a per‑site deployment plan).
      • Is the installation area physically reserved and accessible on the proposed installation start date? (so we can schedule crew arrival) Options: Yes — reserved and accessible, No — not reserved
      • If the area is not reserved, what is the earliest date the installation area will be available?
      • Which site utilities are installed and available at the installation location on install day? Select all that apply (these facts determine scope of on‑site hookups). Options: Three‑phase power (dedicated breaker available), Single‑phase power only, Compressed air (filtered/dry) at required pressure, Plant Ethernet/network drop available, Grounding/earthing studs available, No utilities available at location
      • Who is the named site electrical owner responsible for approving power connections and breaker access? (name and role)

      Data and configuration readiness

      • Is the plant network endpoint and IP range reserved for system integration (so the installer can plan network addressing)? Options: Yes — endpoint and range reserved, No — not reserved
      • Who owns the PLC/robot program baselines and the data‑collection mapping that the installer will consume at hand‑over? (name and role)
      • Is the initial product recipe/variant set finalized and locked for first‑article commissioning? (This determines whether commissioning uses production recipes.) Options: Yes — finalized and locked, No — pending finalization
      • If pending, who will finalize the recipe set and by what date? (name, role, expected finalization date)

      People and ownership

      • Provide named owners (name and role) for these workstreams: plant operations, quality, safety/EHS, IT/network, and maintenance (we will assign tasks and approvals to these owners).
      • Who is the single point of contact authorized to approve on‑site change requests and sign daily installation acceptance? (name and role)

      Timing and constraints

      • List any plant blackout dates, shift restrictions, or permitted installation windows that will constrain on‑site work (dates/recurring restrictions).
      • Are mandatory site trainings or certifications required before installer personnel can access the area? Select all that apply (and the buyer will confirm coordination). Options: Yes — site orientation required, Yes — lockout/tagout (LOTO) certification required, Yes — other mandatory training (provide details below), No training required
      • If training/coordination is required, who will register the installer and confirm completion (name, role) and by what date? (so the seller can schedule crew accordingly)
    2. Configuration Details

      Lock the exact configuration values the project will use — robot programs, PLC recipes, vision parameters, network endpoints, and data collection mappings.

      Configuration Details

      Environments & Endpoints

      • Select the target deployment environment this configuration will be locked to (consumed by the configuration build). Default: Production Options: Production (default), Staging, UAT, Factory Acceptance Only
      • Enter the assembly system instance name (format: lowercase alphanumeric and hyphens, no spaces — Default: assembly-line-1)
      • Enter the primary integration endpoint URL for telemetry and control (format guidance: opc.tcp://host:port or https://host[:port]/path — this value is used by the commissioning scripts)

      PLC Recipes & Controls

      • Select the recipe ownership model for PLC/recipe edits after go-live (used by commissioning & handover) Options: Seller-managed (remote updates), Buyer-managed (local HMI only), Buyer-managed with role-based access (HMI + SCADA)
      • Enter the exact PLC recipe ID to lock for initial deployment (format: alphanumeric, e.g., RECIPE-1234 — this ID is applied to PLC and HMI recipe files)

      Robots & Motion Programs

      • Select the robot controller family to use for program delivery (consumed by robot program loader). Default: Ethernet TCP/IP family Options: Ethernet TCP/IP robot controllers (industrial family), Real-time fieldbus robot controllers (deterministic family), Collaborative robot controllers (cobot family)
      • Enter the robot program baseline name and version to lock (format: program_name vX.Y — Default: baseline v1.0)

      Vision & Inspection Parameters

      • Select the primary vision inspection mode for acceptance tests (used by FAT and site acceptance). Default: 2D pattern match Options: 2D pattern match (default), 3D point cloud, 2D+3D hybrid
      • Enter the initial vision acceptance thresholds for critical features (format: comma-separated pairs feature:tolerance_mm — e.g., pin_x:0.15,seal_width:0.20). These values are written to the vision recipe.

      Data, Networking & Integrations

      • Select the network addressing mode for devices on the cell (Default: DHCP — used by network provisioning scripts) Options: DHCP (default), Static IP (per-device; will provide list downstream)
      • Select the manufacturing-data export method the buyer will consume (used by data-mapping and export configuration). Default: MQTT Options: MQTT (topic-based) (default), OPC UA (server endpoint), REST API (JSON over HTTPS), CSV file drop to network share
      • Enter the data mapping table name for production events that the build will create (format: alphanumeric, default: prod_events_v1)

      Operational Limits & Acceptance Parameters

      • Target cycle time per unit in seconds that the configuration must be tuned to for FAT and run-rate testing (numeric — Default: 10)
      • First-pass yield acceptance threshold as a percent that must be met at go-live (numeric percent — Default: 98)
    3. Installation & Commissioning

      Execute installation, system integration, on-site commissioning, and run-rate testing with clear owners, sequencing, and escalation paths.

    4. Go-Live Acceptance

      Confirm the system meets agreed FAT and site acceptance criteria — cycle time, first-pass yield, uptime targets, and maintenance handover — with named sign-offs before final acceptance/billing.

      Checklist items

      • Receive signed FAT acceptance package
      • Documented lockout/tagout (LOTO) verification completed
      • Obtain written Permission to Operate (PTO) / energization approval from plant facilities
      • Execute on-site acceptance production run
      • Verify acceptance metrics against agreed criteria and obtain sign-off
      • Confirm data capture and metric integrity
      • Lock and backup final configuration with restore test
      • Complete operator and maintenance training with attendance records
      • Maintenance handover and spare-parts inventory signed
      • Validate network and systems integration endpoints
      • Obtain final written acceptance authorizing closure and billing
  6. Production Success & Support

    Track production performance against success signals, maintain a shared channel for issues and enhancements, and run the post-launch support cadence for the first six months.

    Success Reviews

    • Go-live Health Check (Week 1-4)
    • First Production Measurement (Week 4-10)
    • 90-Day Production Performance Review (Day ~90)
    • Support Cadence Review (Month 4-5)
    • Six-Month Hypercare Close and Transition

    Issues & Enhancements

    • Confirm spare-part reorder quantities and place purchase requests for parts needed to sustain uptime targets.
    • Close or escalate any high-severity defects with explicit remediation timelines and an agreed verification plan.
    • Produce a 90-day outcomes report that lists pass/fail status against each numeric target, outstanding defects, and remediation timelines.
    • Schedule on-site engineering support visits for any items requiring physical adjustments, with target visit dates.
    • Deliver updated maintenance SOPs and spare-parts list to support steady-state operations.
    • Open ticket and escalation backlog review
    • Reduce the open ticket count for severity 1 and 2 items and confirm timelines for remaining critical fixes.
    • Ensure system uptime (%) and mean time to repair (minutes) are improving or have mitigation plans to protect production.
    • Produce a prioritized ticket burn-down plan with expected closure dates for all P1/P2 issues.
    • Reconfirm committed success criteria and ownership
    • Publish a change-control list indicating which configuration tweaks are allowed during the remaining hypercare window.
    • Final six-month performance summary
    • Confirm whether average cycle time per unit, first-pass yield (%), and system uptime (%) have been realized to the levels recorded in Manufacturing Outcome Discovery or document residual items and timelines.
    • Complete the hypercare close checklist and agree the mechanism for any carryover support items into steady-state operations.
    • Publish the final hypercare report with six-month metric trends, closed and open items, and the steady-state support handover plan.
    • Document any carryover remediation items with deadlines and move them into the steady-state ticketing process.
    • Deliver final training certificates and operations documentation to confirm knowledge transfer completion.
    • Confirm the system is installed and configured as documented and any deviations are recorded with owners and dates to remediate.
    • Verify operator training status and identify the top adoption gaps that must be closed before the first KPI measurement.
    • Publish a short remediation plan listing each immediate issue, the verification steps, and the target completion date.
    • Collect and share day-one run logs, PLC event traces, and recipe versions for the next review.
    • Schedule the First Production Measurement meeting with required data owners within the 4-10 week window.
    • Present initial production metrics
    • Determine whether average cycle time per unit and first-pass yield (%) are trending toward the targets recorded in Manufacturing Outcome Discovery, or require corrective measures.
    • Agree a short list of corrective actions with concrete completion dates to close the most significant gaps.
    • Document and publish the agreed corrective actions with technical verification steps and target completion dates.
    • Provide station-level data extracts and vision rejection samples for the remediation engineering team to analyze.
    • Implement interim monitoring dashboard widgets for cycle time and first-pass yield (%) to be available before the 90-day review.
    • Executive summary of production outcomes
    • Confirm whether the system is realizing the committed average cycle time per unit and first-pass yield (%) or identify covered remediation actions to reach those targets.
    • Operational availability and service metrics
    • Deployment and migration validation
    • Persistent defects and severity classification
    • Root-cause diagnosis for gaps
    • Outstanding remediation and warranty items
    • Remediation commitments and escalation path
    • Operator onboarding and training status
    • Knowledge transfer and operations readiness confirmation
    • Define corrective actions and timelines
    • Maintenance and spare parts readiness
    • Minor enhancements and configuration locks
    • Confirm data collection and verification plan
    • Early stability signals and immediate issues
    • Agree final hypercare deliverables and close checklist
    • Maintenance handover validation
    • Agree immediate remediation actions
First-Party AI

1-2 minutes please — Your AI agent is working

First-Party AI™ can make mistakes. Always check important information.