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How Humanoids Save Time, Cost & Reduce Rework

Humanoids save time and cost by performing the same inspections technicians already do — but more consistently, more frequently, and with complete documentation.

By automating the work that consumes skilled time every shift

In large facilities, HVAC inspections still depend on technicians walking long routes, visually checking equipment, and writing reports by hand. These inspections are required for safety, audits, and reliability—but they take hours every shift and repeat every day.

Humanoids take over this repetitive inspection work. They walk predefined routes, capture visual and thermal evidence, read visible gauges, and automatically generate inspection reports. This removes the need for technicians to spend time walking and documenting, while keeping inspection quality consistent across every shift.

By reducing inspection effort, facilities recover 1.5 to 3 hours per technician per shift. That time is typically reinvested into troubleshooting, maintenance, and system reliability rather than additional hiring or overtime.

Manual inspection labor in large facilities often costs between 2-3x more annually than a humanoid inspection assistant, which includes operation and maintenance. The result is lower inspection cost, fewer overtime hours, and reduced reliance on contractors—without reducing headcount.

The result is consistent inspections, lower operating cost, and better use of skilled technicians—every day, across every shift.

1.5–3 hrs saved per shift

Proven Results

24/7 inspection coverage

Trusted Globally

Types of Inspections Performed

Large data centers and Bitcoin mining facilities rely on a combination of visual checks, thermal observations, and repeat inspections over time to maintain safe and reliable HVAC operations. Most issues do not appear suddenly. They develop gradually due to dust buildup, airflow degradation, blocked intakes, moisture, or equipment wear.

By combining visual, thermal, and frequent inspections, facilities catch developing issues earlier, reduce repeat troubleshooting, and avoid emergency work. This lowers overtime, rework, and downtime — without changing staffing or control systems.

Thermal Inspections
Frequency-Based Inspections
Visual Inspections
  • Detect dust buildup, blocked airflow, leaks, condensation, and physical damage

  • Capture consistent visual evidence every shift

  • Reduce missed issues caused by rushed or skipped checks

  • Identify abnormal heat patterns and imbalances

  • Reveal airflow and cooling issues not visible to the eye

  • Support earlier investigation before alarms trigger

  • Perform the same inspections at the same frequency, every day and every shift

  • Track gradual changes over time through repeat observations

  • Reduce rework caused by late discovery of developing issues

"Earlier visibility comes from consistency and repetition, not autonomous decision-making."

See how this saves time and cost

Projects (Coming Soon)

Real-world HVAC inspections made efficient.

Humanoid robot performing a temperature check on HVAC equipment in a data center.
Humanoid robot performing a temperature check on HVAC equipment in a data center.
Data Centers

Routine inspections with detailed thermal imaging.

Robot walking through a mining facility inspecting ventilation systems.
Robot walking through a mining facility inspecting ventilation systems.
Mining Sites

Consistent pressure checks in challenging environments.

Close-up of robot capturing photo evidence of HVAC system status.
Close-up of robot capturing photo evidence of HVAC system status.
Photo Capture

Visual records for accurate documentation.

Reporting

Instant reports to streamline team workflows.