PROOF

Already running in production.

ContextFormers is not a demo. The engine had three years of daily production use behind it before the company was formed — and it is now licensed inside an Esri partner's product.

17,000+Hours indexed

20TB+Processed

6Major film & TV productions

3 yrsDaily production use

The three years predate the company: the engine ran daily in production at the Los Angeles News Service as VizmoAI, before ContextFormers was formed to commercialize it.

PROOF BY APPLICATION

What is proved, for the thing you came here about.

The same record below, read along the other axis — what each application has actually run on, and what that demonstrates.

Media archive search results linked back to their source frames

3 years in daily archive use

Media Intelligence

Three years of daily archive use under the earlier VizmoAI name, 17,000+ hours indexed, and 20TB+ processed, with four publicly cleared productions. A separate pilot cataloged and indexed 80,000 assets from a major Hollywood estate collection.

Source material: Historic broadcast footage and a major entertainment archive collection
What it validates: Archive indexing, multimodal discovery, and source-linked retrieval

Review Media Intelligence

Facility assets placed into rooms on a floor plan

Licensed and running in ArcGIS Indoors

Facility Intelligence

Licensed to geoConvergence under a signed teaming, joint-development, and licensing agreement, and running within its Scan2Twin workflow for ArcGIS Indoors.

Source material: Indoor imagery, reviewed detections, coordinates, and floor-plan context
What it validates: Facility extraction, spatial placement, review, and ArcGIS delivery

Review Facility Intelligence

Infrastructure drawing aligned to mapped operational data

Operating production workflows

Infrastructure Intelligence

Production workflows extract assets and network information from drawings, align them to geospatial context, validate relationships against source evidence, and prepare system-ready operational data.

Source material: Engineering drawings, mapped context, and infrastructure records
What it validates: Extraction, alignment, relationship validation, and structured delivery

Review Infrastructure Intelligence

THE RECORD

ARCHIVE INTELLIGENCE3 yrs

Daily production at the Los Angeles News Service

Three years of daily use powering search and licensing in the Los Angeles News Service archive — shipped and demonstrated as VizmoAI before ContextFormers was formed to commercialize it.

DISTRIBUTIONLicensed

Teaming and licensing with geoConvergence

A signed teaming, joint development, and licensing agreement with geoConvergence — an Esri Gold Business Partner and 20-year Cornerstone Partner. Facility intelligence — indoor asset detection from 360° scans and LiDAR — is licensed into their Scan2Twin pipeline and running in ArcGIS Indoors, with joint work underway on infrastructure intelligence for utilities.

geoConvergence

MEDIA COLLECTION80K

Major Hollywood estate collection

An 80,000-asset pilot on a major Hollywood estate collection — cataloging, indexing, and making searchable decades of historically significant media.

PRODUCTIONS

Work that shipped on searched footage.

Documentary and broadcast productions that found what they needed in the archive. What each one used it for

LA 92

National Geographic

Whirlybird

Moxie Pictures

Let It Fall: LA 1982–1992

ABC News

Serial Killer Capital

Oxygen / NBC

WHAT IS PROTECTED

Patent pending.

How the engine runs — deployment models, tenant isolation, and automated redaction — is on the trust page.

GET IN TOUCH

See it on your own data.

Send us an archive sample, a set of drawings, or a facility scan. We'll run it and return the extracted results.

hello@contextformers.com