WITNESS
HANDS-FREE FIELD INSPECTION

Both hands on the work. The record writes itself down.

Inspectors wear AR glasses, talk through the job and capture photos and video as they go. Witness drafts the ticket from what they said. The inspector reviews it and signs. Every finding keeps its footage, its time and its author.

Book a walkthroughSee a sample record
REC 02:14
4 PASS · 1 WARN
STEP 3 OF 7
Photograph the torque stripe on the fitting
“Stripe intact, no movement. Capture.”
What the inspector sees through the glasses. Illustration.
BUILT FORMaintenance, repair and overhaulManufacturing and qualityEnergy and utilitiesConstruction and facilitiesField service

Three steps, and the inspector owns every one.

  1. 01

    Talk through it

    The inspector narrates the job the way they would to a colleague. Witness keeps the audio and a transcript, step by step.

  2. 02

    Capture as you go

    Say “capture” for a photo or “record” for video. Each image is pinned to the step and the words that were spoken with it. No phone in hand.

  3. 03

    Review and sign

    An LLM drafts the ticket from the narration. The inspector corrects it, sets each result and signs. Nothing is filed until they do.

The record is the product.

A Witness record answers the auditor's questions before they ask. Who looked, what they saw, when, and the footage that shows it. The signed record goes to the ticketing system you already run.

  • Photos and video tied to the step they belong to
  • Transcript of what the inspector said, word for word
  • Every edit kept, with before and after
  • One signature, from the person who did the work
WX-2041 · EXAMPLE RECORDPump skid 3, hydraulic lines
SIGNED
INSPECTORA. Example
STARTED2026-10-19 14:02:11Z
SITEExample Plant, Bay 4
Fitting torque stripe intact“Stripe intact, no movement.” · 14:06:02Z
PASS
Chafing at line clamp, two o'clock“Light chafe on the clamp cushion, flag it.” · 14:11:47Z
WARN
Fitting seal, no weep“Dry at the fitting.” · 14:15:20Z
PASS
Signed by A. Example · 14:41:08Zsha256:9f2c…e81a

No machine verdicts

Witness drafts from what the inspector said. It never sets a pass or fail on its own.

Works without signal

Capture and review run offline in hangars, plants and basements. Records sync when the connection returns.

Your ticketing system

Adapters file signed records into the work-order system you already use. No new system of record.

Your model, your rules

The LLM that drafts tickets is pluggable. Run it where your data policy says it has to run.

COMPLIANCE

Designed to support 21 CFR Part 11 and GAMP 5.

  • Unique signer identity on every sign-off
  • Audit trail of every edit, with before and after values
  • Time-stamped records with content hashes
  • Export for validation, review and retention

See Witness on one of your inspections.

Bring a real checklist or work order. We'll take it from capture to signed record in one session.