Case Study: CRSC Data Center Pilot Results
Three weeks of autonomous inspection in a live Houston data center: what the robot found, and what it changed.
The Pilot
Since July 28, 2026, FacilityOps AI has run an autonomous inspection pilot at the Cossey Road Solution Center (CRSC) Data Center, powered by Solutions IS, in Houston, Texas. In the first three weeks, the robot completed 19 inspection runs and collected more than 1,600 observations, building a continuous measurement baseline for the facility.
Key Findings
Failed Condenser Caught Early
- The robot's thermal camera spotted a failed condenser on one of two cooling units 4.5 hours before the facility's sensors alarmed.
- The sensors were not at fault: they read the air at fixed spots, while the robot imaged the unit itself.
- The unit ran 7.2°F warmer than the other, with no overlap in temperature ranges. A handheld check confirmed this within 1.1°F.
- CRSC repaired the condenser promptly, and the unit is back to normal.
Elevated Room Temperatures
- Average rack intake temperature was 84.3°F.
- 98.8% of readings were above ASHRAE's recommended temperature range. Humidity stayed within limits.
- The heat matched the cooling capacity lost to the failed condenser.
One Row Running Warm
- One equipment row consistently ran about 5°F warmer than its neighbors.
- Analysis traced the cause to the row itself, not its closeness to the failed unit.
Possible Second Cooling Issue
- The second cooling unit showed intermittent spikes of up to 15.5°F, seen from several angles and matching belt noise reported onsite.
- Not yet confirmed as a fault, it was flagged for inspection.
Why It Matters
A follow-up inspection one week later found ambient air at 93.2°F and rack faces at 97.7°F. Because the robot measures from the same points on every run, changes like this are detected, quantified and trended, not left for an occasional spot check to find.
Value Delivered to CRSC
Cooling Reliability
A failed condenser found and measured early, and a warm row caught before it grew into a larger problem.
Uptime Protection
A probable mechanical issue flagged on the cooling unit that was carrying the room's load.
Physical Safety
Access control gaps, cable congestion, obstructions and safety hazards documented.
Audit Ready Evidence
Every observation timestamped, traceable and verifiable, collected without daily staff walkthroughs.
Bottom Line
The pilot turned conditions CRSC once knew through experience and occasional inspections into a continuous, measurable and auditable record, supporting earlier detection and better decisions.
With Thanks to CRSC
Thank you to the team at the CRSC Data Center, powered by Solutions IS, for opening a live production room to autonomous inspection and for being among the first operators to put FacilityOps AI to work.
Cooling equipment degrades in every data center. What matters is how early a fault is seen and how quickly it is fixed. CRSC chose to document this one in full, from detection to repair, setting an example of transparency and operational discipline for the industry.
The pilot siteCRSC Data Center, powered by Solutions ISCossey Road, northwest Houston, TexasVisit cosseyroad.comAbout FacilityOps AI
FacilityOps AI, built by RoboSkill Inc., orchestrates fleets of autonomous mobile robots for critical facilities, the plug-and-play sensor hub they carry, and the autonomous inspection platform that turns what they capture into records an auditor can check.
Want the same baseline for your own room? Start with a scoped pilot, with success criteria agreed in writing before it begins. Talk to FacilityOps AI.
Findings cover the period July 28 to August 21, 2026. The pilot at the CRSC Data Center, powered by Solutions IS, is ongoing. Last updated October 22, 2026.