The floor now reports on itself.
Machinery, equipment, 24/7 manufacturing, and advanced warehouses and logistics produce data constantly. The evidence moves faster than the people sent to check it.
KeyPedia Hardware
Auditing, inspections, and investigations are becoming frictionless on the digital plane.
Now hardware must catch up.
KeyPedia introduces the AR Auditor and the first fully autonomous audit and inspection robot.
AuditInspectionInvestigationQuality
Layer 01 · Data layer
Constant data
It starts on the computer. Machines, sensors, quality systems and records report every second, in one feed.
- Machine and sensor telemetry
- Quality, maintenance and calibration records
- KeyPedia's FDA and global enforcement data
Layer 02 · Intelligence layer
Intelligence over the data
Basic intelligence turns the feed into questions worth asking: which assets are drifting, which records disagree, and what an investigator would look at first.
Layer 03 · AR Auditor
Yellow glasses, human eyes
Auditors wear the AR Auditor on the floor. The record sits beside the asset, and every capture becomes evidence. Every audit also teaches the robot what to check.
Layer 04 · Testing
Full testing
The robot goes to the asset itself. It opens panels, reads gauges and tags, tests controls, and tags what it finds.
Layer 05 · Governing
Governing the fleet
Humanoid or quadruped, the same stack runs on both. They audit and inspect every machine on the floor, including other robots, against what the systems claim.
The full stack
One stack, top to bottom
Sensor head, evidence core, manipulators, mobility, power and compute. Every layer of the stack has a home in the hardware.
Sample feed
06:00:12 SCL-02 Checkweigher · Reference weight in tolerance Verified06:14:40 PRS-04 Hydraulic press · Calibration tag due 2026-09-14, record says current Mismatch06:21:05 CNV-11 Conveyor, line 2 · Interlock stops the line on test Verified06:37:52 TMP-07 Cold room · 6.8 °C at the door zone, logger reads 4.0 °C Mismatch06:52:18 AMR-22 Mobile robot · Front bumper sensor housing cracked Flagged07:05:33 LBL-09 Labeler · Lot code legible, matches batch record Verified
Autonomy
Full. No operator on the floor.
Coverage
Every asset, every shift.
Evidence
Signed, time-stamped, linked to the asset.
Form factors
AR glasses, humanoid and quadruped.
Manifesto
Findings on the state of physical audit
We audited the audit. Four observations, and one finding.
People don't belong in the machine-dense zone.
Putting humans into machinery-dense environments is not only dangerous, it's counterproductive. Every walk-through slows the line it was sent to verify.
Self-reported data is not evidence.
Data integrity remains one of the most common audit citations. Cameras and equipment data belong to the system being audited. Someone independent has to confirm that what machines and robots report is true, and watch it change in real time.
Remote is not present.
Regulators have said it plainly: a remote assessment is not an inspection. A video walkthrough shows what the person holding the camera chooses to show.
FDA guidance, Conducting Remote Regulatory Assessments, 2025Finding
Hardware must catch up.
The hardware-aware robots of the future understand this.
AR Auditor
Every side of the audit, with the record in view
Glasses for the audits, inspections and investigations people still walk. The asset's records appear beside the asset, and every capture becomes evidence that serves everyone in the room.
In-lens view · example● Rec
- Asset
- PRS-04 · Hydraulic press
- Calibration due
- 2026-09-14 Overdue
- Step 3 of 7
- Confirm the calibration tag matches the record
- Requirement
- ISO 13485 §7.6
Capture evidence
For the auditor or inspector
The record sits beside the asset and each step is tied to the clause it verifies. Every capture is evidence, stamped with the asset, location, time and requirement.
For the site being audited
Shorter visits and fewer people on the floor. Findings rest on the same evidence the auditor saw, not on memory or a sample.
For whoever commissions it
Audits, inspections and investigations that are complete, consistent and defensible, with evidence that holds up long after the visit.
And for the robot
Every AR audit teaches the robot what to check, where, and what good looks like.
Audit and inspection robot
Reviews everything
A sample audit checks a handful of assets and trusts the rest. The robot walks every aisle, inspects every asset, and does it again next shift.
0 / 24Assets verified · autonomous pass
Every asset, every shift
Full coverage replaces sampling. Drift gets caught the day it starts, not at the next audit.
Independent by design
Its own sensors, its own record. It reports to the audit, not to the system it's auditing.
Checks the checkers
Confirms that what machines, sensors and other robots report is accurate, and flags the moment it isn't.
People out of harm's way
No one walks the machine-dense zone to tick a box. People review findings, not aisles.
Audit · Inspection · Investigation · Quality. One robot.
Why a robot
Why not just cameras and equipment data?
Because they belong to the system being audited. The audit robot uses sensor and camera data as one input, then goes and looks for itself, including at the sensors and cameras.
| Asset | The system reports | The robot observes | Result |
|---|---|---|---|
| PRS-04Hydraulic press | Calibrated 2026-03-14, in tolerance | Calibration tag shows due 2026-09-14. The record was never updated. | Mismatch |
| CNV-11Conveyor, line 2 | Guard interlock closed | Guard closed. Interlock stops the line on test. | Verified |
| TMP-07Cold room | 4.0 °C, steady | 6.8 °C at the door zone. The logger sits beside the evaporator. | Mismatch |
| AMR-22Mobile robot | Route complete, 0 faults | Route complete. Front bumper sensor housing is cracked. | Flagged |
| SCL-02Checkweigher | Verified 2026-09-29 06:00 | Reference weight reads within tolerance. | Verified |
Illustrative example of one shift's reconciliation
Where it fits
The audit and inspection layer for the hardware you already run
We don't replace inspection robots, fixed sensors or plant systems. We audit what they report, and over time we'll run on them too.
The future of humanoid robots is hardware-aware: machines that understand other machines, and check them.
KeyPedia verification layerIndependent verification
PLC / SCADAMESCMMSCCTVFixed sensorsInspection robotsQuality recordsCalibration logs
Who it's for
Built for the people who sign off
Leadership
Senior executives
See the physical state of every site, not just its paperwork.
Quality
Quality leaders
Continuous verification between audits, with evidence ready before anyone asks for it.
Audit
Auditors
Independent evidence from every asset, without walking the floor to get it.
Inspection request
See the future of audit and inspection
A briefing on the AR Auditor and the audit and inspection robot, for teams ready for audits, inspections and investigations to go fully agentic.
Book a briefing