AGV/AMR Playbook v1.4 — analysis of 87 deployments from 37 manufacturers (2020–2025). What separates projects that close in 245 days from those that slip by half a year? Not the vendor. Not the scale. One phase where 80% of deployment success is decided.
Standard deployment of 5–30 robots: 245 days from contract to production start. CUSTOM compliance (pharma/auto/food): 300–360 days. PILOT: 4–7 months.
| Phase | Duration | % bottlenecks¹ | What happens here |
|---|---|---|---|
| P1 · Site Survey | 14 days | 5% | Physical audit, WiFi, floor FF/FL |
| P2 · Engineering | 28 days | 67% | Layout, simulations, WMS plan, compliance |
| P3 · Procurement | 100–120 days | 21% | Order + chip shortage 2026 |
| P4 · Site Prep | 21 days | 2% | Warehouse, AP WiFi, chargers, HSE |
| P5 · Installation | 28 days | 3% | Installation, WMS integration, calibration |
| P6 · UAT | 21 days | 1% | Acceptance tests, 25 acceptance points |
| P7 · Training | 21 days | 1% | Training, documentation, UDT |
| P8 · Hypercare | 28–90 days | <1% | Start + monitoring + ROI dashboard |
¹% case studies (87/87) identifying the main bottleneck here. Engineering 67% + Procurement 21% = 88% of projects stall in P2 or P3.
5 tasks block 38 other tasks on the critical path. Every day of delay in the first = one day of delay across the entire project.
100d lead (STANDARD), 120d (CUSTOM). Every day of delay in P3-T1 = one day of delay for the whole project.
Waits for hardware from P3 and warehouse from P4 (in parallel).
40h of work + 30d lead. #1 schedule slip risk in the 87 CS database.
Without this, the client won't pay the final installment.
Requires UDT (PL, forklift >1t) and compliance.
Every delay costs 5× more in P5 than in P2. 1h of IT audit in P2 saves 5–10h of emergency work in P5. For enterprise WMS without P2-T13 audit — integration in P5 blows up to 60–80h instead of planned 24h.
Phase P2 lasts 21–28 days and costs 108h of effective work. Looks cheap. In fact: it decides 80% of project success.
P2-T5 (WMS integration plan) treated as 16h of documentation. For legacy SAP EWM, Manhattan Active, Oracle WMS Cloud the real effort is 40–80h. Without P2-T13 WMS Audit (8h, CONDITIONAL for WMS=enterprise) risks go undetected until P5.
Pharma/automotive/food client signals compliance requirements only during testing. It turns out IATF 16949, GMP or HACCP requires things not accounted for in engineering. Rework P5–P6: 60+ days.
P2-T7 design validation with the client skipped. In P5 it turns out the aisle width is 30 cm too narrow for Q4 peak. FlexSim simulation in P2-T2 (24h) reveals these things before hardware is ordered.
P2-T22 Vendor Cybersec RFP (SBOM + MFA + patch mgmt) is mandatory for CUSTOM since v1.2. Vendor without SBOM is disqualified in P3 enterprise client RFP. Compliance officer asks in P2, not in P5.
Global chip shortage 2024–2026 has changed the AGV/AMR procurement landscape. TechFleet PM template update from 8 May 2026 reflects the new reality. Asian manufacturers (Geek+, Hai Robotics, Quicktron): 60–90d. European premium (KUKA, Jungheinrich, Toyota MH): 100–130d.
Typical deployment of 5–30 robots.
Compliance / heavy_payload / mobile_manipulator.
Rental fleets, concept validation.
Measure UPH/LPH/MTTR BEFORE deployment. Without baseline there's no ROI evidence after a year → CFO won't sign fleet expansion → you lose expansion deal (50% additional revenue per client).
Factory visit before shipment. Firmware verification, LIDAR calibration, SBOM per NIS2. Skip it? P5 stops for 14–30 days waiting for damaged hardware replacement.
Check company registry, financial statements. In the last 3 years several significant AGV/AMR vendors went bankrupt or were acquired. 100d advance payment to a failing manufacturer = project cancelled.
Without these three standards, entry into a modern facility (Pharma, Auto, Enterprise Logistics) is impossible. Compliance discovery must be in P2, not P6.
2023 standard (replaced EN 1525). Defines: safety scanner, speed zones, signaling, escape routes, mixed manual/automated workflows. Without compliance — no production start.
EU Directive 2022/2555. Requires: VLAN OT segmentation, SBOM (Software Bill of Materials), MFA for vendor access, incident reporting to CERT (24–72h), backup + disaster recovery. Management bears personal liability for lack of controls.
German standard "fleet manager → AMR". Allows mixing AMRs from different manufacturers under one master system. BMW, VW, Mercedes require since 2024.
| Industry | Mandatory | Validation phase |
|---|---|---|
| Pharma | GMP/GDP, FDA 21 CFR Part 11, IQ/OQ/PQ | P5–P6 |
| Automotive | IATF 16949, ISO/TS 15066, VDA 5050 | P2–P6 |
| Food | HACCP, ISO 22000, BRC | P2–P6 |
| ATEX zones | Directive 2014/34/EU | P3–P5 |
P6 lasts 14–30 days. For CUSTOM compliance — 21–30 days with industry-specific tests (P6-T11, 40h). The client will refuse to sign the acceptance protocol without concrete metrics. Each point: criterion + validation method + acceptable deviation + who approves.
Robot executes 100% of picking scenarios with full SKU list
Throughput achieves UPH per contract ±5%
E-Stop response time < 500ms (per ISO 13849)
WMS integration works both ways (50 sample orders)
As-built CAD delivered before P7-T7
Client operators trained with exam
For every client with Tag Peak Season enabled — 2× nominal load simulation for 8h. Without this, the first Black Friday reveals a 15–20% UPH drop that could have been detected in UAT for 24h of work.
In playbook v1.2.5: criterion must include duty cycle / temperature / load. Otherwise arguments "is 9% acceptance or not" cost weeks in UAT.
Each phase in the playbook ends with a STOP-GATE — a list of points that must be met before closing the phase. Proceeding with gaps = the most common cause of delays in 87 case studies.
Ready PM documents based on 87 case studies. Copy into your tool (Excel, Asana, Jira, MS Project). Each template saves 4–8h vs building from scratch.
25 points × 6 categories. Format: criterion + validation method + acceptable deviation + who approves. Copy into P6 as client acceptance criteria.
Visual example for a medium 3PL × 30 AMR deployment. Critical path: P3-T1 → P5-T1 → P5-T3 → P6-T7 → P8-T1. 38 tasks on critical path.
26 typical risks from 87 CS. Format: name, probability (L/M/H), impact (L/M/H), score (1–9), mitigation, owner. Top score 9: WMS underestimated, naive lead times, works council blocks start.
4 ticket priorities (P1 critical → P4 low) × response time × restore time × L1/L2/vendor escalation. Copy into client contract for P8 (28d standard, 60–90d retail/peak, 90–120d enterprise).
17 activities × 8 stakeholders (PM, Senior Eng., Operations, IT, EHS, Procurement, CFO, Legal, HR, Manufacturer, Compliance officer, TechFleet Operations). Living document — review at every phase kick-off.
Cadence per phase (daily / weekly / bi-weekly / monthly). Explicit health status criteria: green/yellow/red. 1-page weekly status report format. Email > dashboard screenshot — it creates an audit trail.
Red STOP-GATE > green schedule. Better to be 5 days late closing a phase than enter the next one with gaps and lose weeks on rework.TechFleet · AGV/AMR Playbook · v1.4 · 9 May 2026
We're finalizing the full 125-page AGV/AMR Playbook v1.4. Analysis of 87 deployments, 8 STOP-GATE checklists, 6 PM templates, compliance mapping per phase.
The playbook covers 8 phases × 4 risks per phase, a glossary of 47+ industry abbreviations, ISO/NIS2/VDA standards mapped per phase, and 87 case studies.