Automated Assembly
Complex deployments where integration, safety, and operational handoff determine production success.
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
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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?
- Who on your team will make the final go/no-go decision for capital projects at this scale?
- When do you need production-ready output on the line, and what drives that deadline?
- 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?
- How often do unplanned changeovers or product swaps occur today, and what is the typical duration?
- 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?
- When an automated cell goes down today, what is the typical mean time to repair with your current resources?
- Could your technicians load and change robot programs and PLC recipes without vendor support, or would you rely on external help?
- Where are your technicians currently trained on camera/vision tuning and sensor calibration, and how often is that training refreshed?
- Estimate the internal hours per week available to support commissioning, tuning, and post-launch debugging.
Top roadblocks that pause projects
- Which single project constraint would make you cancel or delay this project immediately?
- Are there approvals, capital blocks, or executive reviews that must clear before any purchase order is placed?
- In the past two years, have similar automation projects been delayed by site utilities, floor access, or safety approvals? If so, give an example.
- 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?
The other options you are weighing
- Tell me which alternatives you are actively evaluating right now, including internal build, the incumbent, or other integrators.
- Would you stay with your current approach if it required no additional capital, and what would have to be true for that to happen?
- 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?
- 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.
- Where will the system physically sit on your floor, is the layout fixed, and do you control the space for installation windows?
- Do you have a dedicated IT owner for network endpoints, VPNs, and segmentation of plant-floor equipment?
- Is a product traceability data schema defined and available for mapping to our data collection and OEE tools?
- Estimate how long procurement, safety review, and installation permits typically take at your site.
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?
- 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?
- Rate how critical immediate in-person vendor support is for the first two weeks after go-live.
- 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?
- 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.
- 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.
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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
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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)?
- How many discrete assembly stations must the line include at start of production?
- 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?
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?
- 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)?
- Confirm the target cycle-time contribution of this cell in seconds per part to meet the overall line throughput.
Integrate vision inspection system
- Which inspection tasks must the vision system perform and on which part features (presence/absence, OCR, dimensional measurement, surface defect)?
- What pass/fail thresholds or first-pass yield target (%) must the vision station meet for each inspection type?
- 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?
- Are there environmental constraints for cameras such as IP rating for washdown, ambient light limits, or high vibration?
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)?
- Do you require per-cycle torque traceability and audit logs for each fastening operation for quality records?
- 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)?
- 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?
- 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?
- Are special material handling needs required such as heated reservoirs, nitrogen blanketing, or hazardous-material disposal?
- Who will provide or qualify adhesive samples for development runs and material compatibility tests?
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?
- Specify tooling life expectation in cycles for press dies and recommended replacement intervals.
- Are foundation or NVH mitigation requirements needed (reinforced base, isolation pads) at the station location?
- Who will validate press-fit insertion force curves during commissioning and sign the validation report?
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)?
- 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?
- How many test cycles per hour must the station sustain to keep up with the line throughput?
- 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)?
- How many operator-accessible recipes and HMI recipe screens are required for product variant selection and runtime changes?
- 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)?
- 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?
- 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?
- 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)?
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)?
- Provide the required FAT data format and whether raw logs, CSVs, or full image archives are required for acceptance review.
- Who will be authorized to witness and sign the FAT report (manufacturing engineer, quality, operations) for formal acceptance?
- 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)?
- What site access windows and production blackout periods must installation respect (day shift, night shift, weekend, plant shutdown dates)?
- 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?
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)?
- 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?
- Who will own escalation beyond support scope after six months (your maintenance team, third-party, or continued integrator contract)?
- List remote access requirements for support (VPN, remote HMI view, PLC program access) and specify retention/credentials policy.
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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
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Deployment
Operationalize rollout with readiness checks, execution, and outcome validation.
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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)
- 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).
- 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)?
- 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.)
- 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).
- 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)
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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
- 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)
- 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
- 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
- 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)
- Select the manufacturing-data export method the buyer will consume (used by data-mapping and export configuration). Default: MQTT
- 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)
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Installation & Commissioning
Execute installation, system integration, on-site commissioning, and run-rate testing with clear owners, sequencing, and escalation paths.
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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
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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