Meter-true GPS.
Optic vision.
One continuous field flow.
On mobile, LensDNA OS fuses exact device GPS — ground-truth to the meter — with the optic vision read. No location inference needed. The whole vision budget goes to what and so-what, not where.
Extension = full Field Operator on any tab · Showcase = try the agent in-browser
Why this changes the job
Most vision agents still burn tokens guessing location from signs, skylines, or EXIF. Field work does not need a guess. The device already knows.
Persistent memory carries context across surfaces: phone in the field, desktop at the desk, overlay or extension on a regulated web form. Desk and field become one unbroken operator.
Regulated surfaces that pay for coherence
Precise location + continuous context is mandatory — not optional — in these domains. Scarcity of any rival that stays coherent across those surfaces lifts the premium.
Inspectors
Site walk-throughs with meter-true pins, defect notes spoken in real time, forms filled in the same session.
Appraisers
Property context locked to GPS; optic read of condition; dossier forged before leaving the curb.
Telehealth / field clinical
Where the patient is, what the camera shows, continuous notes — with HIPAA / zero-retention paths available.
Field service
Arrive, see the asset, know the exact pin, speak the work order, dial the parts desk, close the ticket.
What ships in the loop
High-accuracy device geolocation on mobile. Coordinates attached to optic context so the agent already knows where it stands.
Live multimodal uplink. Speak while the camera runs; tools execute in the same turn.
Type, click, scroll, extract DOM — browser RPA on the live page under the extension or overlay.
Persistent facts rehydrate across tabs and sessions so the operator never re-explains the site.
Coordinates automatically query county recorders and municipal tax maps via Web Unlocker, bypassing anti-bot blocks to retrieve owner, parcel APN, and zoning before entering the building.
Run the field loop
Install the browser extension for full Field Operator on any tab, or open a live showcase to try the agent in-browser. Enable Field Operator in settings, grant location on mobile, initiate uplink.
Honest constraints
Meter-class accuracy is realistic outdoors with modern phone GPS and high-accuracy mode. Indoors and under heavy canopy, accuracy degrades — the UI surfaces accuracy in meters so operators know the lock quality. Location requires user permission; without it, the agent still runs vision and tools, without the position fuse.