Onboarding a robot skips the coffee-machine tour, yet it still needs a manager and a safety briefing. Demo videos make that easy to forget. Six questions turn a vendor pitch into a decision an operations leader can defend.
Why the questions matter right now
A recent executive survey found 79% of organizations engaging with physical AI and 27% deploying or scaling it, yet only 4% operating at scale. Labor shortages top the list of reasons to invest, ahead of labor costs.
Humanoids sit at the hype end of that spectrum. The same survey found more than half of leaders expect autonomous mobile robots, industrial arms, and cobots to grow fastest, well ahead of humanoids.
Scaling is the common snag. The same survey found nearly eight in ten executives say scaling physical AI remains a challenge, mainly because of gaps in technology and operating readiness.
1. Which single task will the robot own?
The two humanoid programs with named-customer evidence share one trait: a repetitive task.
- Agility reports that its Digit robot moved more than 100,000 totes at a GXO logistics site in Georgia.
- Figure reports an 11-month run at BMW’s Spartanburg plant, where its robots loaded sheet-metal parts onto welding fixtures. Its robots worked 10-hour shifts, Monday to Friday.
- A recent bank report estimates 72% of 2027 humanoid installations will be industrial, with warehousing and logistics alone at 33%, which matches where the evidence sits.
- The executive survey found more than six in ten leaders unclear on humanoid ROI, so the baseline carries real weight.
Demonstrating reliability starts with a task narrow enough to measure.
2. How reliable is it, and what does a bad week look like?
The survey found 72% of executives cite technical immaturity, such as reliability and dexterity, as a barrier for humanoids. Figure reports minimal hardware failures across more than 1,250 operating hours, with the forearm as its top failure point.
Ask for uptime, recovery time, and spare-part lead time from a live site, then ask what a bad week looked like. Operational stability thinking from mission-critical systems transfers directly: define the failure, then time the recovery.
A recent bank report calls current humanoids too fragile and maintenance-intensive for 24/7 industrial use, with pilot-stage hardware at $90,000 to $100,000 per unit. Hardware price is one line on the invoice, and maintenance labor is the other.
3. Which safety standard applies today, and which is still a draft?
The standard written for walking and balancing industrial robots remains a committee draft. Dynamically stable machines collapse when power is cut, which creates residual fall risk that standards for fixed arms left unaddressed.
The 2025 revision of the industrial robot standard also shifted attention from hardware to the complete collaborative application, so certifying the robot leaves the application still to be assessed. Until the draft matures, deployers carry the fall-related injury and equipment risk themselves.
Ask the vendor for the risk assessment, power-loss behavior, and exclusion zones. A genuine kill switch belongs on that checklist too.
4. Who pays when something goes wrong?
One legal analysis flags supply-chain allocation of responsibility as a core 2026 robotics liability issue, since one incident can touch the vendor, the integrator, and the operator. A recent broker guide lists liability caps and insurance coverage alignment among the contract checks worth making.
Ask for paid pilot terms that tie fees to uptime and cycle time, so the vendor shares the performance risk. Robots-as-a-service models move part of the cost out of capital budgets and into operating spend, which makes service-level terms the real negotiation.
Hardware generations also turn over fast. Figure retired its second-generation fleet after releasing the third, so contract for upgrade paths.
5. What happens to the people around it?
A recent workforce survey found fewer than half of workers trust top management, which shapes how a robot announcement lands. Executives surveyed also expect public resistance to humanoids to be a critical obstacle, at more than six in ten.
Brief the floor team before the pilot, name which tasks move and which roles change, and share the baseline metrics with the people who do the work. A press release is the worst place for a team to learn a robot is joining the shift.
The upside deserves airtime too, since over half of executives point to safety gains and reduced physical strain from physical AI. Lead with that benefit and make it measurable.
The same workforce survey also links AI adoption with a more positive employee experience, which gives a pilot team something concrete to build on.
6. What does it see, connect to, and who can take control?
A recent security disclosure showed chained flaws in a widely sold humanoid giving unauthenticated root access to any unit within Bluetooth range, and a compromised robot could then attack others nearby.
Earlier research demonstrated root shells and camera livestreaming through a cloud management flaw, and showed prompt injection against the on-device AI agent.
The AI architect role fits here, since someone must own the integration end to end.
What to put in the pilot brief
Four lines keep a pilot honest:
- Scope: one task, one zone, one baseline metric.
- Gates: uptime and recovery targets that must hold before a second robot arrives.
- Contract: a liability split and insurer sign-off in writing.
- Network: an isolated segment with a named security owner.
Both public programs rest on vendor-reported numbers from a few sites and a narrow task. Treat them as proof that a focused job can work, then collect your own proof on your own floor.
A robot hire earns its second shift the same way a person does, by proving the first one.
Where operations and AI leaders compare pilot notes
The Chief AI Officer Summit Boston brings 250+ director, VP, and C-level AI and technology leaders to the Westin Boston Seaport on October 29, 2026.
- Production benchmarks from peers running AI at enterprise scale.
- Vendor and architecture intelligence on which approaches are converting to signed budget.
- Peer conversations with 125+ executives facing the same build, budget, and governance calls.
Bring your pilot brief and pressure-test it with peers. Request a seat at world.aiacceleratorinstitute.com/location/caioboston.
