Product pillar · Field Operator

Meter-true GPS.
Optic vision.
Bright Data unlock.

On mobile, LensDNA fuses exact device GPS with the optic stream and Bright Data Web Unlocker. Vision budget goes to what and so-what — not reverse-geocoding the street corner.

👁
Sees
Optic stream
📍
Knows
GPS position
🔓
Unlocks
County / GIS
🎙
Speaks
Live voice
📝
Fills
Forms
📄
Forges
Dossier

Why this changes the job

Most vision agents still spend tokens guessing location. Field work does not need a guess — the device already knows.

Fused stream: every optic frame can carry lat / lng / accuracy / heading. The model is instructed to spend capacity on defects, measurements, form fields and next actions. Protected municipal portals are opened via Bright Data Web Unlocker.

What ships in the loop

GPS FUSION

High-accuracy device geolocation on mobile. Coordinates attached to optic context so the agent already knows where it stands.

BRIGHT DATA GIS

Coordinates query county recorders and municipal tax maps via Web Unlocker — owner, APN, zoning, assessed value.

OPTIC + VOICE

Live multimodal uplink. Speak while the camera runs; tools execute in the same turn.

HANDS + DOSSIER

Type, click, scroll on the live page. Forge a structured field dossier before leaving the site.

Run the field loop

Open Showcase on your phone, enable Field Operator, grant location, generate a live parcel dossier. Or open the agent directly — same runtime the Android app uses.

Honest constraints

Meter-class accuracy is realistic outdoors with modern phone GPS and high-accuracy mode. Indoors and under canopy, accuracy degrades — the UI surfaces accuracy in meters so operators know lock quality. Location requires permission; without it the agent still runs vision and tools without the position fuse.