Industrial & Manufacturing Industrial Manufacturing & Robotics Factory Automation & Robotics

Industrial Robotics

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

FANUC KUKA ABB Yaskawa Universal Robots
Inside this journey
  1. Customer Discovery

    Align on production goals, failure modes, uptime targets, stakeholders, and decision criteria for robot adoption.

    Discovery Questions

    Start: Walk Me Through Your Production Cell

    • What line or cell are we talking about (plant, line name/ID, shift), and who should we include in this conversation?
    • Roughly how many units per shift or per hour does this cell produce today? Options: < 10 units/hour, 10–50 units/hour, 50–200 units/hour, 200–1000 units/hour, > 1000 units/hour
    • What is the primary task you want automated here (pick one or more): Options: Machine tending, Pick & place, Palletizing, Assembly, Dispensing/adhesive, Welding/painting, Inspection/vision, Other
    • Who currently owns day-to-day issues on this line (maintenance, operations, engineering)? Options: Maintenance, Production/operations, Manufacturing engineering, Process engineering, Quality, Other
    • How would you describe the cell’s physical constraints we must design around (footprint, access, overheads, nearby equipment)?

    Are You Losing Hours (and Confidence) to Downtime?

    • How often does this cell experience an unplanned stop that requires engineering or maintenance intervention? Options: Daily, Weekly, Monthly, Quarterly, Rarely
    • When a stoppage happens, what are the most common root causes you see (select top 3)? Options: Mechanical failure, End‑of‑arm tooling issues, Controller/PLC integration, Vision or sensor faults, Operator error, Parts feed/fixture problems, Other
    • Approximately how much does one hour of unplanned downtime on this line cost your facility (including labor, scrap, lost throughput)? Options: <$1,000, $1,000–$5,000, $5,000–$20,000, >$20,000, Unsure
    • How long does it typically take from fault discovery to production resuming? Options: < 15 minutes, 15–60 minutes, 1–4 hours, 4–24 hours, > 24 hours
    • Tell us about a recent stoppage that still bothers you—what happened, and how did it affect your team and schedule?

    What Would a Robot Actually Have to Prove to Earn Your Trust?

    • If you had to pick one single non‑negotiable requirement for any robot in this cell, what would it be?
    • Which technical performance attributes matter most for this application (rank up to three)? Options: Reach/work envelope, Payload capacity, Repeatability/accuracy, Cycle speed, Force/torque control, Cleanroom/food-grade compatibility, Safety-rated collaborative operation
    • What uptime or MTBF target would make automation a clear win for you? Options: > 99.9% uptime, > 99% uptime, 95–99% uptime, < 95% uptime acceptable, Unsure / need guidance
    • What environmental or part‑handling quirks must a solution tolerate (temperature, dust, splash, sticky parts, fragile parts)?
    • How important is controller openness (ability to integrate vision, force, PLCs, MES) on a scale from critical to optional? Options: Critical - must integrate with existing systems, Very important, Somewhat important, Nice to have, Not important

    What’s Getting in the Way of Saying Yes?

    • If someone proposed a ready-to-run cell today, what would your biggest internal objection be?
    • How confident are you in the availability of qualified integrators in your region to build and support this automation? Options: Very confident, Somewhat confident, Neutral/Unsure, Somewhat concerned, Very concerned
    • What procurement or capital approval hurdles typically slow projects like this (ROI threshold, payback period, asset class rules)?
    • Which groups would need to sign off before a purchase is approved (select all that apply)? Options: Plant Director, Manufacturing Engineering, Maintenance, Operations/Production, Quality, Finance/Capital, Safety, IT/OT
    • When automation goes wrong for you, who bears the reputational or career impact—and how does that shape how you make decisions?

    If We Built It Perfect, What Would Day One Feel Like?

    • Describe the specific, measurable improvements that would convince you the project is a success after 90 days (list KPIs and target numbers).
    • Which of these outcomes would move the needle most for you right away? Options: Reduced cycle time, Lower scrap rate, Fewer operator injuries, Consistent quality metrics, Reduced headcount variability, Increased throughput
    • What acceptance criteria would you demand at FAT/SAT (functional tests, cycle time, scrap %, safety validation)?
    • How would you like performance data handed over post‑commissioning (dashboards, alerts, raw logs, regular reports)? Options: Live dashboard, Weekly summary reports, Automated alerts, Raw data export, On-site review meetings
    • If the cell meets targets but still needs tweaks, what does a satisfactory vendor support handoff look like to you?

    Hidden Integration Traps — Where Do You Expect Friction?

    • Which control systems does this cell currently use that we must integrate with (PLCs, safety relays, SCADA, MES)? Options: Allen‑Bradley/ControlLogix, Siemens, Mitsubishi, Omron, Custom PLCs, No PLC / manual, Other
    • How do you currently handle safety integration and validation (internal safety engineer, third‑party integrator, prefab safety cells)? Options: Internal safety engineering, Third‑party integrator, Vendor-provided safety hardware/software, Not yet defined, Other
    • Tell us about your vision and sensing stack—do you use fixed cameras, smart cameras, laser measurement, or conveyors with encoders? Options: Fixed/overhead cameras, Smart cameras at workpoints, 2D/3D laser scanners, Force/torque sensing, Conveyor encoders/servo tracking, None currently, Other
    • What data or network constraints exist for on‑site diagnostics and remote support (air‑gapped OT, limited bandwidth, strict firewall policies)?
    • Are there known mechanical interface challenges (fixtures, part tolerances, fixturing repeatability) that could stop a robot from achieving consistent cycles?

    Who Will Own This After Cutover (and Will They Love It)?

    • Who will own day‑to‑day operations, spare management, and first‑line troubleshooting after go‑live? Options: Maintenance, Operations/Production, Manufacturing Engineering, Integrator-managed, Hybrid/Shared
    • What level of on‑site training and documentation do you expect for operators and maintenance teams? Options: Full operator + maintenance training, Operator only, Maintenance only, Train‑the‑trainer, Remote training acceptable
    • How comfortable is your team with programming and changing robot programs versus relying on integrator support? Options: Very comfortable—do in-house, Moderately comfortable—need occasional support, Prefer integrator to handle changes, Unsure
    • What spare parts policy would ease your mind (onsite critical spares, consignment, 24‑hr ship, local stocking)? Options: Onsite critical spares, Consignment at site, Regional stocking with 24‑48hr ship, Vendor managed spares, Ad‑hoc ordering
    • How would you prefer issue escalation to work if production‑critical downtime occurs (phone tree, dedicated account manager, 24/7 support line)? Options: 24/7 support line, Dedicated account manager, Local integrator first, then vendor, Escalate via email during business hours, Other

    What Would Make You Say Yes — and When?

    • What is your target decision timeline for this project? Options: Immediate (this month), In 1–3 months, In 3–6 months, 6–12 months, No fixed timeline
    • What budget range (CAPEX + initial services) do you have in mind for a first cell or pilot? Options: <$50k, $50k–$200k, $200k–$500k, $500k–$1M, >$1M, Undisclosed/need approval
    • Would a staged approach (pilot → scale) or a full rollout be more acceptable for your organization? Options: Pilot then scale, Full rollout, Depends on pilot results, Unsure
    • What evidence from a pilot would make you comfortable expanding to other lines (specific metrics, duration, warranty terms)?
    • If we could remove one remaining worry right now, what would it be—and who in your organization would we need to persuade to move forward?
  2. Solution Experience

    Walk through how our robot platforms and controller ecosystem deliver the required reach, payload, speed, and reliability in the customer’s real process scenarios.

    Experience Meetings

    • Solution Experience Kickoff — Current State, Consequence & Future State
    • Process Simulation & Scenario Walkthrough (Digital Twin)
    • Controlled Hardware Fit & Performance Demo
    • Controller & Integration Proof-of-Concept Review
    • Validation Checklist & Acceptance Planning
    • Demonstrate that vision and force integrations resolve the specific failure modes identified by the customer.
    • Quantify expected throughput and downtime improvements and show how they map to customer cost savings.
    • Obtain explicit customer confirmation that simulation results represent their problem and acceptable outcomes.
    • Identify and document any data or equipment gaps required for the hardware demo.
    • Seller to deliver the simulation report with animated timeline, KPI table, and assumptions within 3 business days.
    • Customer to validate simulation assumptions (conveyor speed, fixture constraints, cycle variability) and return corrections.
    • If hardware demo needed, agree on which sample parts, EOAT weight, and safety requirements will be provided for the demo.
    • Safety & Demo Constraints
    • Physically validate that robot reach, payload, and speed meet the customer's process requirements.
    • Collect measured cycle time and repeatability metrics to compare against acceptance targets.
    • Demonstrate critical sensor and EOAT integrations and their effectiveness in the real scenario.
    • Confirm mitigation behaviors for failure modes and the customer's acceptance of those behaviors.
    • Customer to ship agreed sample parts and fixture information to the demo location or confirm on-site demo schedule.
    • Seller to provide measured demo data package (cycle times, repeatability, video) and initial test log within 2 business days.
    • If demo shows gaps, document required hardware/EOAT changes and estimate impact on cost/timeline.
    • Architecture Recap & Integration Objectives
    • Prove that the controller can integrate with the customer's PLC and safety systems using the agreed protocols.
    • Introductions & Meeting Objective
    • Agree telemetry and support mechanisms that will allow maintenance teams to meet uptime targets.
    • Customer to provide PLC program snippet, I/O lists, and network/security requirements before commissioning.
    • Seller to supply an integration checklist with sample code, wiring diagram, and required safety certifications.
    • Schedule integrator workshop for detailed I/O pairing and commissioning tasks.
    • Review Demonstration Evidence vs KPIs
    • Finalize a concrete acceptance test plan tied to demonstrated metrics and KPI thresholds.
    • Assign clear owners and timelines for each acceptance task and training activity.
    • Agree go/no-go criteria and the immediate next steps required to move to deployment.
    • Seller to deliver the formal Acceptance Test Plan and measurement templates within 2 business days.
    • Customer to confirm assigned sign-off owner and available dates for on-site acceptance testing.
    • Both parties to confirm spare parts list, training scope, and support contract draft prior to deployment scheduling.
    • Obtain a single-sentence current state that everyone can repeat.
    • Surface and quantify the business consequence of the current problem.
    • Agree a one-sentence future state and concrete KPIs that define success.
    • Confirm required customer prework and data handoff to enable evidence-based demos.
    • Customer to provide CAD of part(s), cycle time logs, scrap/failure data, and short process video within 5 business days.
    • Seller to produce a one-page recap with the three one-sentence statements and the agreed KPI targets.
    • Schedule Simulation & Scenario Walkthrough session and assign owners.
    • Reconfirm Preconditions
    • Prove via simulation that the chosen robot platform can meet reach, payload, and cycle time targets for the customer's real scenario.
    • One‑Sentence Current State
    • Re-state Target KPIs for the Demo
    • Assumptions & Simulation Scope
    • Detailed Acceptance Test Plan
    • I/O & Protocol Mapping Walkthrough
    • Roles, Escalation & Responsibilities
    • Physical Run — Standard Cycle
    • Digital Twin Run — Baseline vs Proposed
    • Live Controller Demo — Handshake & Error Handling
    • Explicit Consequence
    • One‑Sentence Future State
    • Vision & Force Integration Testcases
    • Training, Spare Parts & Support Handover
    • Reliability & MTBF Modeling
    • Repeatability & Precision Measurement
    • Integration Proofs (Vision/EOAT/Gripper)
    • Success Criteria & Acceptance Metrics
    • Timeline, Milestones & Go/No‑Go Criteria
    • Data & Remote Support Plan
    • Proof Points — KPI Mapping
    • Required Prework & Data Exchange
    • Stress & Failure‑Mode Scenarios
  3. Solution Scope

    Define robots, end‑of‑arm tooling, vision/force integrations, integrator responsibilities, training, spare parts, and acceptance criteria.

    Scope Configuration

    • Robot Hardware Delivery and On-Site Installation
    • Controller Rack Mounting and Network Integration
    • Electrical and Pneumatic Hookups to Cell Utilities
    • PLC and Fieldbus Communication Configuration
    • Vision System Mounting and Calibration
    • End‑Effector Design, Build, and Mounting
    • Tool Changer Fitment and Tool Change Programming
    • Offline Program Import and Robot Path Upload
    • Cycle Optimization and Motion Tuning for Throughput
    • Conveyor Tracking and Dynamic Pickup Synchronization
    • Force/Torque Sensor Integration and Force-Control Setup
    • System Commissioning and Production Start
    • Operator Training: Run, Load, Basic Troubleshoot
    • Maintenance Training and Preventive Maintenance Handover
    • Spare Parts Kitting and On‑Site Inventory Delivery

    Scope Questions

    Robot Hardware Delivery and On-Site Installation

    • Do you require vendor delivery and on-site installation of the robot hardware? Options: Yes, No
    • What is the exact installation location and access constraints (building, floor, door sizes, staging area)?
    • Which robot models and quantities are planned for delivery?
    • Are special lift/rigging/crane or certified rigging crews required for installation? Options: None, Small forklift, Cranes/rigging required, Certified rigging crew required, Specialized fixtures required
    • Who is responsible for site readiness and receiving goods? Options: Customer, Integrator, Vendor, Shared (specify in notes)

    Controller Rack Mounting and Network Integration

    • Do you require vendor mounting and physical installation of the controller rack? Options: Yes, No
    • Describe rack space, ventilation, ambient requirements, and U-space available for the controller.
    • Will the controller need to integrate with plant/IT networks and which protocols are required? Options: EtherNet/IP, Profinet, Modbus/TCP, OPC-UA, Other
    • Who will coordinate network credentials, firewall changes, and IT approvals? Options: Customer IT, Integrator, Vendor, TBD
    • Are redundant power/network (UPS, dual NICs, network redundancy) or remote access for support required? Options: No, UPS only, Redundant NICs/network, Remote VPN access, Other

    Electrical and Pneumatic Hookups to Cell Utilities

    • Do you require vendor to perform electrical and pneumatic hookups to cell utilities? Options: Yes, No
    • Provide available utility details: voltage, phase, breaker size, compressed air pressure (psi) and flow (CFM).
    • Are plant permits, certified electricians, or pneumatic certifications required for the work? Options: Yes, No, Unsure
    • Who supplies terminal blocks, hoses, fittings and conduit (Customer / Integrator / Vendor)? Options: Customer, Integrator, Vendor, Shared
    • Are there preferred shutdown windows or lockout/tagout constraints for making hookups? Options: Normal shift, Planned production shutdown, Weekend/after-hours, 24/7 access required, Other

    PLC and Fieldbus Communication Configuration

    • Is PLC integration required for cell-level control, interlocks, and sequencing? Options: Yes, No, Partial (I/O only)
    • Which PLC make/model, firmware and fieldbus protocols are present in the cell? Options: Allen-Bradley (ControlLogix/CompactLogix), Siemens (S7/Profinet/Profibus), Omron, Mitsubishi, Other
    • Will you provide PLC logic, tag mapping, and I/O lists or do you require vendor/integrator development? Options: Customer provides mapping/code, Vendor/Integrator to develop, Shared responsibility
    • Are safety PLCs or safety-rated fieldbuses used that require separate configuration? Options: Yes - safety PLC present, No safety PLC, Unsure
    • List required signals and handshake criteria for acceptance tests (e.g., E-stop, door interlock, ready signals).

    Vision System Mounting and Calibration

    • Do you require supply, mounting, cabling and calibration of vision systems? Options: Yes, No
    • Which vision functions are required? Options: Part detection, OCR/reading, Inspection/defect detection, Guidance/part localization, Presence checking
    • Are fixtures, controlled lighting, or enclosures required to ensure consistent imaging? Options: Yes, No, Unsure
    • Who will supply representative part samples, tolerances and target images for calibration? Options: Customer, Integrator, Vendor
    • Define acceptance criteria for vision (accuracy, false reject/accept rates, throughput impact).

    End‑Effector Design, Build, and Mounting

    • Is a custom end-effector required for your application? Options: Yes, No, Maybe - need assessment
    • Provide part geometry, weight, gripping points, surface finish, and any temperature or contamination constraints.
    • Which end-effector types are acceptable or preferred? Options: Vacuum gripper, Two-finger parallel, Three-finger / adaptive, Magnetic, Soft/collaborative gripper, Custom tooling
    • Do you require force sensing, heated tooling, or electrically actuated EOAT functions? Options: Force sensing required, Heated tooling required, Electrical actuators required, None of the above
    • Who owns tooling design IP, CAD/drawings and who signs off on fitment (Customer/Integrator/Vendor)? Options: Customer, Integrator, Vendor, Shared

    Tool Changer Fitment and Tool Change Programming

    • Will automatic tool changers be used in this cell? Options: Yes, No
    • How many distinct tools will be swapped and what is the maximum acceptable changeover time? Options: 1-2, 3-5, 6+, Specify in notes
    • Do you require mechanical fitment, pneumatic/electrical hookups, and wiring for the tool changer? Options: Yes - full fitout, Mechanical only, No - tool changer already fitted
    • Who will develop and validate the tool-change sequences and safety interlocks? Options: Vendor, Integrator, Customer, Shared
    • Define acceptance criteria for tool change (repeatability, changeover timing, successful engage rate).

    Offline Program Import and Robot Path Upload

    • Do you require offline program import, simulation verification, and robot path upload services? Options: Yes, No
    • Will CAD, CAM or simulation models be provided for offline programming? Options: CAD models provided, Simulation files provided, No - vendor to create models, Other
    • Are there constraints on robot motion (keep-out zones, tooling collisions, speed limits) that must be encoded? Options: Yes, No
    • Do you require version control, release management and backup of robot programs? Options: Yes, No
    • Who signs off on uploaded programs and simulation results prior to commissioning? Options: Customer, Integrator, Vendor, Shared

    Cycle Optimization and Motion Tuning for Throughput

    • Is cycle optimization and motion tuning required to meet specified throughput? Options: Yes, No
    • What is the target throughput or cycle time per part that must be achieved?
    • Are there payload, reach or safety speed limits that constrain motion tuning? Options: Payload limits, Reach limits, Safety/speed limits, None/No constraints
    • Will cycle optimization require multi-robot coordination or integration with conveyors and external axes? Options: Yes - multi-robot, Yes - external axes/conveyors, No
    • Define acceptance metrics for optimized cycle (target MTBF, throughput, reject rates, allowable deviation).

    Conveyor Tracking and Dynamic Pickup Synchronization

    • Is conveyor tracking and dynamic pickup synchronization required? Options: Yes, No
    • What conveyor type and drive are used (indexing, continuous belt, servo-driven, palletized)? Options: Indexing conveyor, Continuous belt, Servo-driven conveyor, Pallet conveyor, Other
    • What feedback is available for synchronization (encoder, vision tracking, photoeye/proximity) and how is it exposed? Options: Encoder, Vision tracking, Proximity/photoeye, No feedback available, Other
    • Is line speed variable and do you require compensation for acceleration/deceleration? Options: Yes - variable speed, compensation required, No - fixed speed, Unsure
    • Acceptance criteria for dynamic pickup (pick success rate, allowable positioning error in mm, max missed picks per hour).

    Force/Torque Sensor Integration and Force-Control Setup

    • Is force/torque sensing and force-control required for the task (e.g., insertion, surface finish, assembly)? Options: Yes, No
    • Which force-control modes are needed (compliant insertion, constant force, torque monitoring, impedance control)? Options: Compliant insertion, Constant force, Torque monitoring, Impedance/control
    • What are the required sensor specifications (model, range, accuracy) and mounting interface?
    • Who will perform calibration and create force thresholds and safety cutoffs? Options: Vendor, Integrator, Customer, Shared
    • Define acceptance criteria for force-control (max allowable force, repeatability, error handling behavior).

    System Commissioning and Production Start

    • Do you require full system commissioning through verified production start (production run with acceptance criteria)? Options: Yes, No
    • Which acceptance tests and KPIs must be met at handover? Options: Cycle time, Quality/yield, MTBF/uptime, Safety compliance, Other
    • Who will be present and responsible during commissioning (roles and contact names)?
    • What is the target production start date or ramp schedule? Options: ASAP, Within 2 weeks, 2-6 weeks, 6-12 weeks, Custom
    • What post-commissioning support is required (remote support, on-site days, ongoing SLA)? Options: Remote support only, On-site support 1 week, On-site support 2+ weeks, Ongoing service contract, None
  4. Mutual Commit

    Confirm commercial terms, delivery, warranty, support levels, service contracts, and responsibilities for uptime and spare management.

    Agreement Modules

    • Non-Disclosure Agreement (NDA)
    • Master Services Agreement (MSA)
    • Statement of Work (SOW)
    • Commercial Terms & Purchase Order
    • Delivery Schedule & Acceptance Plan
    • Warranty Agreement
    • Service Level Agreement (SLA) & Support Contract
    • Integrator Responsibilities & Commissioning Agreement
    • Training & Knowledge Transfer Plan
    • Spare Parts & Consignment Plan
    • Change Order & Scope Control
    • Data Security & Controller Integration Agreement
    • Financing or Leasing Agreement (Optional)
    • Termination, Liability & Insurance Terms
  5. Deployment

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

    1. Pre-Deployment Readiness

      Validate cell controls, safety integration points, spare parts availability, integrator certifications, and downtime risk mitigations before build.

      Readiness Questions

      Tell Me About Today — a 60‑second plant snapshot

      • Roughly how many production lines or cells are you evaluating for automation right now? Options: 1, 2–3, 4–10, More than 10
      • Briefly describe the task(s) you're considering automating and the current manual process you want to replace or augment.
      • Which robot types have you considered or already trialed for these tasks? Options: Six‑axis articulated, SCARA, Delta, Collaborative (cobot), Gantry/Cartesian, None yet, Other
      • What's your current average cycle time per part or target cycle time (please specify units)?
      • How often does this operation experience unplanned stops or interruptions? Options: Multiple times per shift, Once per shift, A few times a week, Rarely, Unknown

      Is This Costing You More Than You Think?

      • If an hour of downtime wipes out your margin, tell me the story behind the last time you lost a costly hour—what happened and who scrambled?
      • Estimate your typical cost of downtime for the line(s) in scope (select the closest range). Options: < $500/hour, $500–$2,000/hour, $2,000–$10,000/hour, > $10,000/hour, Don't know
      • What are your current scrap or reject rates for this process? Options: Under 0.1%, 0.1%–0.5%, 0.5%–2%, 2%–5%, > 5%, Don't track
      • Tell me about a recent quality issue linked to manual handling or ergonomics—what was the impact on output, delivery, or customer claims?
      • How tolerant are your production planners to variability in cycle time and throughput? Options: Very tolerant (flexible buffers), Somewhat tolerant, Not tolerant (tight takt), Unknown
      • Beyond immediate labor and scrap, what hidden costs (rework, overtime, training, customer credits) do you suspect aren't being captured?

      What’s Really Getting in the Way of Automation?

      • What's the single technical or organizational obstacle that makes you hesitate to greenlight a robot cell?
      • How well integrated are your existing PLCs, safety controllers, and MES with new equipment today? Options: Fully integrated, Partially integrated with manual workarounds, Largely standalone islands, Not sure
      • Which safety standards, site certifications, or customer requirements must any integrator or robot solution satisfy? Options: ISO 13849 / EN standards, ANSI/RIA R15.06, Customer‑specific safety specs, Local regulatory authority approval, None / Not sure
      • Do you have preferred or approved system integrators, and how easy is it to secure their availability for design, build, and commissioning? Options: Approved partners with good availability, Approved but limited availability, No approved integrators, actively seeking, We engage directly with vendors
      • When you think about controller integration with vision, force sensors, and conveyors—what specific integration risk keeps you awake at night?
      • How would you describe the day‑to‑day readiness of your maintenance and controls teams to accept new automation (skills, staffing, openness)? Options: Highly capable and ready, Some capability with training needed, Limited capability, prefer vendor-managed support, Mixed across shifts

      If You Could Snap Your Fingers, What Would Success Feel Like?

      • Imagine production next quarter—what measurable change would convince you automation was a clear win?
      • Which KPIs matter most to you for this project? (Select all that apply.) Options: Cycle time, Throughput, Scrap / first‑pass yield, Labor hours / redeployment, Safety incidents, OEE, MTBF / uptime, Other
      • What MTBF or uptime target would you need to see before classifying the solution as production‑ready? Options: < 24 hours MTBF, 24–72 hours, 72–168 hours (3–7 days), > 7 days, Don't know
      • How critical is local spare parts availability versus accepting standard lead times from a central warehouse? Options: Critical — require local spares, Important — 24–72h acceptable, Standard lead times are okay, Open to vendor-managed consignment
      • Describe the operator and maintenance experience you'd expect on day one of full production after deployment (training, handoff, support).
      • If success meant shifting headcount or redeploying operators, how would leadership want that benefit to be quantified?

      Who Needs to Be Won Over — and What Do They Care About?

      • Who holds the final approval for this purchase and what's the single concern that would stop them from signing?
      • Which stakeholders must be included in technical and commercial decisions for this program? Options: Manufacturing / Plant Engineering, Maintenance, Operations / Production, Safety / EHS, Finance / Capital Planning, IT / OT, Quality, HR / Training, Other
      • What decision criteria or ROI thresholds (payback period, IRR, NPV) does your company require for capital automation projects?
      • How are maintenance and service contracts evaluated—through TCO models, fixed budgets, or vendor SLAs? Options: TCO models, Fixed annual budgets, Vendor SLA proposals, Ad hoc evaluations
      • What calendar constraints drive decisions here (budget cycle, model changeover, customer delivery windows)?
      • Who will own daily uptime and spare management post-deployment, and who will manage escalation beyond that team? Options: Maintenance team, Operations / Shift lead, Third‑party service provider, Shared responsibility, Undecided

      What Would Real Confidence Look Like Before You Say Yes?

      • What single proof point (test, metric, or commitment) would change your mind from cautious to confident?
      • Do you require factory acceptance tests (FAT), site acceptance tests (SAT), or integrator certification prior to acceptance? Options: FAT and strict integrator certification required, Prefer FAT and SAT, FAT preferred but flexible, No formal acceptance required
      • Which acceptance criteria are non‑negotiable at signoff? (Select all that apply.) Options: Cycle time consistency / takt, Safety validation and interlocks, Part quality / statistical limits, Controller integration with PLC/MES, Operator and maintenance training completed, Spare parts kit verified, Other
      • What spare parts strategy would make you comfortable—on‑site critical kit, consignment, vendor‑managed, or rapid ship—and why? Options: On‑site critical spares, Consignment stock at site, Rapid ship within 24–72h, Vendor‑managed spares program, Undecided
      • Describe the contractual uptime, spare replacement, and escalation response commitments you would expect to see in an agreement.

      Ready to Move — What's the Smallest Step that Proves Momentum?

      • If we scoped a low‑risk pilot to run next month, what would it need to prove for you to commit to a larger rollout?
      • Which pilot scope do you prefer as the minimum viable test? Options: Single cell proof‑of‑concept with production parts, Single cell with simulated parts, Pilot across multiple shifts, Full production pilot with OEE measurement
      • Who must be available for installation, commissioning, and training (roles and typical shift availability)?
      • Given your capital and production windows, what timeline is realistic for procurement, installation, and go‑live? Options: 0–2 months, 2–4 months, 4–8 months, 8+ months, Undecided
      • List the top three risks you want mitigated during a pilot and how you would like us to measure mitigation success.
      • How would you prefer escalation and ongoing communication to be structured during pilot and rollout? Options: Dedicated single‑point contact with weekly cadence, Cross‑functional steering team with bi‑weekly updates, As‑needed email/phone updates, Other
    2. Deployment Enablement

      Schedule installation, commissioning, training, and cutover with clear owners, Gantt milestones, and escalation paths.

    3. Validation Checklist

      Verify cycle time consistency, scrap reduction, MTBF targets, safety acceptance, and controller integration against agreed criteria.

      Validation Questions

      Quick Snapshot: Your Production in One Breath

      • What's the product family or SKU this conversation should center on? Options: Automotive component, Consumer electronics, Food & beverage item, Pharmaceutical container, General manufacturing part, Other — I'll specify
      • What is your typical hourly or daily output for this SKU (please give units)? Options: < 50 units/day, 50–250 units/day, 250–1,000 units/day, 1,000–10,000 units/day, > 10,000 units/day, I prefer to specify exact numbers
      • How many shifts and how is the line staffed across those shifts? Options: Single shift, Two shifts, Three shifts, Continuous/autonomous run, Mixed/varies by day
      • Briefly describe the core process steps on the cell or line we're discussing (e.g., load -> weld -> inspect -> unload).
      • Right now, how automated is the cell—manual, semi-automated, or mostly automated? Options: Entirely manual, Semi-automated (mix of manual + automation), Mostly automated with manual checkpoints, Fully automated
      • If you had to name one thing about this line that keeps you awake at night, what would it be?

      Are You Paying a Quiet Toll for Downtime?

      • If downtime issued a monthly invoice for lost production, which range would that bill fall into? Options: <$1k, $1k–$10k, $10k–$50k, $50k–$250k, >$250k, I don't know
      • How often does an unplanned stoppage occur on this line right now? Options: Multiple times per shift, Once per shift, A few times per week, A few times per month, Rarely/never
      • What are the top two root causes when those stoppages happen (choose up to two)? Options: Equipment failure, Changeover/format issues, Operator error, Quality rework, Supply/material issues, Control/integration faults, Other — specify
      • Tell us about the last significant outage: what failed, how long it lasted, and what the immediate consequence was.
      • What manual or temporary fixes do you rely on during outages, and how sustainable do they feel? Options: Manual restart procedures, Bypassing safety interlocks (temporary), Running at reduced speed, Bringing in extra staff, We don't have good temporary fixes
      • How long has downtime at this level been a recurring problem for you? Options: Less than 6 months, 6–12 months, 1–2 years, 2+ years, Not sure

      What’s Slipping Through the Cracks?

      • Which recurring defect or quality issue do you silently accept because fixing it seems harder than living with it?
      • What types of defects occur most often on this line (choose all that apply)? Options: Dimensional/fit issues, Surface defects/finish, Assembly misses/misalignment, Missing components, Cosmetic damage, Process-related functional failures, Other — specify
      • What is your current scrap or rework rate for this SKU (choose range)? Options: <0.5%, 0.5–1%, 1–3%, 3–5%, >5%, Unknown
      • How and when are defects typically detected—inline vision, end-of-line inspection, customer returns, or downstream testing? Options: Inline vision/inspection, End-of-line manual check, Lab testing, Customer complaints/returns, Operator detects, Other — specify
      • What is the average time from defect occurrence to discovery, and how often does that delay multiply the impact? Options: Immediate (inline), <1 hour, 1–8 hours, Next shift/day, Detected after shipping
      • How much of a reputational or contractual risk is this defect rate—have you seen penalties, line stops, or buyer escalations because of it? Options: No risk yet, Minor buyer feedback, Formal corrective actions, Contract penalties, Production holds

      Is This the Best Use of Your People?

      • Are highly trained technicians spending time on repetitive, physically demanding tasks that could be automated? Options: Yes — frequently, Sometimes, Rarely, Not at all
      • Which manual tasks on the line cause the most physical strain, error, or absenteeism (list specific tasks)?
      • Have you tracked injury reports, ergonomics complaints, or light-duty assignments tied to these tasks? Options: Yes — we have data, Anecdotal records only, No tracking currently, Prefer not to say
      • What is the typical turnover or training churn for the roles operating this cell? Options: <10% annual, 10–25% annual, 25–50% annual, >50% annual, Unknown
      • If these tasks were automated, what would you want those technicians redeployed to—maintenance, continuous improvement, other lines, or different work entirely? Options: Maintenance/repair, Process improvement, Quality inspection, Other lines, Redeployment outside shop floor

      If You Could Snap Your Fingers...

      • Imagine the line ran perfectly tomorrow—what single metric improvement would convince you automation was a success? Options: Cycle time reduction, Lower scrap rate, Increased throughput, Higher first-pass yield, Reduced downtime, Safer operation
      • What numeric target would you set for that metric (for example, X% improvement or Y seconds/cycle)?
      • What MTBF or uptime target would make operations comfortable with the new system (select range)? Options: >99.9% / high MTBF, 99% uptime, 95–98% uptime, We need guidance to define this, Not sure
      • What lead time to ROI feels acceptable—months, 1–2 years, or longer? Options: Immediately/within months, 6–12 months, 1–2 years, 2+ years, Unsure
      • How would you want us to demonstrate these gains—onsite pilot, simulation with your data, or reference visits to a similar line? Options: Onsite pilot, Simulation with our models, Reference site visit, Hybrid demo + pilot, Other — specify

      What's Been Holding Automation Back?

      • If you had to name one stubborn blocker that has delayed automation here, what would it be—budget, integrator capacity, controls, or organizational buy-in? Options: Budget/capital, Qualified integrators in region, Controls/PLC integration, Safety certification, Lack of internal champions, Other — specify
      • Tell me about any prior automation attempts or pilots on this line and why they didn't scale.
      • How confident are you in your cell's existing controls and network architecture to accept a new robot controller? Options: Very confident, Somewhat confident, Unsure, Not confident at all
      • Are there regional or local integrator constraints we should know about (availability, certifications, geographic limits)? Options: Sufficient integrators available, Limited integrators with experience, No local integrator experience, Using an internal integrator team
      • What unknown about automation scares you most right now, and how long has that been a concern?

      Who Decides and Who Signs?

      • If this project stalls, where does it usually get held up—engineering scope, maintenance acceptance, or finance approval? Options: Engineering scope, Maintenance/operations acceptance, Finance/capital approval, Procurement/contracting, Executive prioritization
      • Who are the core stakeholders we need to involve from the start (names/titles): engineering, operations, maintenance, safety, procurement, finance?
      • What are the top three criteria the evaluation committee will score—total cost of ownership, uptime, ease of integration, training, or supplier stability? Options: Total cost of ownership, Uptime/MTBF, Ease of integration, Training and support, Local integrator ecosystem, Supplier track record
      • What internal procurement threshold requires full board or executive sign-off (capital amounts or strategic thresholds)? Options: < $25k, $25k–$100k, $100k–$500k, >$500k, Strategic projects always escalate
      • Which stakeholder or role would be the strongest internal champion for this project, and who is likely to veto?

      What Would Make a Deployment Feel Safe?

      • What must be true about safety and standards before you sign off—are there specific certifications, standards, or audits required? Options: ISO/TS standards, ANSI/RIA standards, Customer-specific audits, Internal safety sign-off, Third-party safety integrator certification, Other — specify
      • Do you require integrator or vendor safety certifications (e.g., lockout procedures, safety PLC expertise, certified risk assessments)? Options: Yes — specific certs required, Preferred but not mandatory, No specific certification required, Unsure
      • What acceptance tests must the system pass on day one (examples: E-stops, protective stop behavior, safe-state timing, collision detection, emergency recovery)?
      • How important is controller openness and third-party integration (vision, force torque, conveyors, PLC) on a scale from essential to optional? Options: Essential — must integrate, Highly important, Nice to have, Optional
      • Where would you want spare parts stocked and who would manage them—vendor, integrator, or your maintenance team? Options: Vendor-managed spares, Integrator-managed spares, Customer-managed spares, Hybrid model, We need recommendations

      Let’s Start With a Small, Measurable Win

      • What can we realistically prove in a six-week pilot that would make the rest of the project inevitable?
      • Which pilot scope would you prefer to start with? Options: Single-task cell (pick/place or machine tend), Full-source-to-sink mini-line, High-risk problem area (quality/downtime), Simulation + offline programming only, Other — suggest
      • What specific success criteria will you use to evaluate the pilot (select all that apply)? Options: Cycle time target, Scrap reduction target, Uptime/MTBF target, Operator acceptance, Training time reduction, Safety acceptance
      • Do you have the process data, cycle traces, and cycle time measurements available for a pilot or simulation? Options: Yes — fully available, Partially available, Not currently available but can be collected, No data accessible
      • If a pilot succeeds, what is your expected timeline to scale—immediately, next quarter, within a year, or longer? Options: Immediately, Next quarter, Within 6–12 months, 1–2 years, Unsure
      • Who would own the pilot internally and who needs to be briefed after pilot completion?
  6. Success

    Review measured outcomes, transition to steady‑state support, and maintain a shared channel for issues and enhancements.

    Success Reviews

    • Measured Outcomes Review & Acceptance
    • Steady‑State Support Handover & SLA Confirmation
    • Continuous Improvement & Enhancement Planning (Recurring)
    • Shared Channel Setup & Incident Response Simulation

    Issues & Enhancements

    • Introductions & Meeting Objectives
    • Publish finalized SLA document and escalation contact list to shared channel.
    • Confirm spare parts purchase orders or consignment agreements and expected delivery lead times.
    • Schedule and enroll staff in the agreed OJT/maintenance training sessions within 7 business days.
    • Provision access to monitoring dashboards for plant ops and support teams.
    • Performance Trend Review
    • Maintain a single prioritized backlog of enhancements tied to quantified impact.
    • Agree pilots with clear success metrics that prove value against the future state.
    • Assign owners and schedule resources to execute high‑priority improvements.
    • Publish prioritized backlog with impact/effort scoring and next 90‑day roadmap.
    • Create pilot execution plan for selected item(s) including measurement and rollback criteria.
    • Assign engineering and integrator owners and reserve production windows for pilot work.
    • Shared Channel Protocols
    • Establish a single shared channel with clear usage rules and document repository.
    • Validate incident playbooks and escalation paths through a tabletop drill.
    • Agree on post‑incident reporting, RCA timelines, and owners for follow‑up actions.
    • Create and invite stakeholders to the shared channel and post channel usage guidelines.
    • Publish incident playbooks and ensure on‑call calendar is populated for the next 90 days.
    • Schedule the first post‑incident review and define owner for RCA documentation.
    • Deliver a short summary of the tabletop drill findings and immediate improvements to the channel.
    • Provide an unambiguous statement of current state and quantified consequence.
    • Verify measured KPIs against contractual acceptance criteria with traceable evidence.
    • Reach a clear decision: Accept into steady‑state, accept with corrective plan, or reject pending fixes.
    • Define corrective actions with owners and deadlines if acceptance is conditional.
    • Share final KPI dashboard, raw logs, and acceptance evidence with all stakeholders within 24 hours.
    • If conditional: create corrective action plan with owners, milestones, and verification tests within 3 business days.
    • If accepted: prepare formal acceptance sign‑off document and handover pack for support team within 2 business days.
    • Support Roster & Ownership
    • Confirm steady‑state owners and contact points for 24/7 support and on‑site escalation.
    • Agree on SLAs, escalation ladders, and response expectations tied to business impact.
    • Finalize spare parts list and inventory policy informed by measured MTBF and downtime cost.
    • Ensure knowledge transfer via scheduled training and completed documentation delivery.
    • Backlog Review & Prioritization
    • One‑Sentence Current State
    • SLA & Escalation Ladder
    • Incident Classification & Playbooks
    • Pilot Scope & Success Criteria
    • On‑call Rotations & Contact Commitments
    • Consequence Quantification
    • Spare Parts & MTBF‑driven Inventory
    • Validation Plan & Metrics
    • KPI Review vs Acceptance Criteria
    • Tabletop Incident Scenario
    • Preventive Maintenance & Inspection Schedule
    • Deviation Root‑Cause Summary
    • Reporting & Post‑Incident Review Cadence
    • Training Transfer & Documentation
    • Scheduling & Resource Commitments
    • Monitoring, Alerting & KPIs for Ongoing Health
    • Future State Confirmation
    • Decision & Acceptance
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