Deployment & ROI
TCO, integration cost, training, and ramp.
When to Kill a Deployment: The Data Points That Say It's Not Working
Most failing robot deployments don't end — they drift. The robot gets pushed to lower-stakes tasks, utilization falls, and the program quietly loses relevance. …
Measuring Success: The KPIs That Matter Beyond 'It Works'
Robot deployments are often declared successful on vanity metrics — uptime, deliveries per day, number of units deployed. The KPIs that actually predict long-te…
Pilot-to-Production: The Criteria That Mean You're Actually Ready to Scale
Scaling a robot pilot before you're ready is more expensive than not scaling at all. Eight readiness criteria — across technology, operations, organization, and…
Training and Change Management: The Hidden 18-Month Tail
Change management for robotics deployments doesn't end at go-live. The organizational adjustment tail — process redesign, competency building, resistance manage…
Integration Cost: The Line Item That Buries Deployments
Integration costs routinely run 1.5x to 3x hardware cost — but they're absent or wildly understated in most vendor proposals. Here's how to get a defensible num…
Why Most Robotics ROI Projections Miss by 40%
Robotics ROI projections systematically undercount integration, change management, and downtime costs while overcounting labor displacement. Here's how to build…