ContextFormers
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ContextFormers

Multi-Modal AI Extraction
for Complex Physical & Digital Assets.

ContextFormers is a Silicon Valley-based startup. Turn unstructured photos, video, documents, 360° panoramas, and LiDAR data into privacy-safe, actionable enterprise intelligence. Eliminate manual analysis and deliver trusted compliance and operational insights automatically.

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Abstract cobalt and aqua glass forms connected by flowing signals
DISPARATE SIGNALSFORMED CONTEXT

WHY CONTEXT MATTERS

Extraction finds information. Context makes it usable.

Recognizing a person, asset, label, condition, or location is only the beginning. The result becomes useful when it is connected to the customer's terminology, relationships, source evidence, privacy requirements, and operating workflow.

ContextFormers forms those connections across complex visual, spatial, and document sources, then validates and delivers structured intelligence into the systems teams already use.

THE SHARED ENGINE

A consistent path from source material to operational output.

Each application uses the same five-stage system. The inputs, domain context, and delivery schema change; validation, traceability, and operator control remain.

01

Ingest

Bring together the available images, video, audio, documents, scans, records, and spatial sources.

02

Extract

Detect, read, and locate the people, assets, text, geometry, events, and signals that matter.

03

Form context

Connect extracted signals to the customer's people, assets, places, terminology, relationships, and source evidence.

04

Validate

Retain confidence, compare evidence, apply privacy treatment, and route important results through human review.

05

Deliver

Return accepted output to search, GIS, asset systems, APIs, and the workflows already in use.

Trust runs through every step: privacy, governance, provenance, confidence, and human review.

THE PRODUCTS

One engine. Three applications.

Move through all three applications as one continuous story. Each starts with different evidence and ends with a trusted operational result.

Broadcast archive control room with media intelligence overlays

01 · Media Intelligence

Find the moments and meaning hidden across media.

Make video, photography, and audio searchable by the people, speech, text, scenes, and archive context actually inside them—with every result connected to its source.

Used inMedia & ArchivesGovernment
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Modern facility interior with equipment and facility intelligence overlays

02 · Facility Intelligence

Turn a physical facility into a usable digital asset record.

Convert indoor imagery, 360° scans, LiDAR, floor plans, and facility records into reviewed building assets, spatial relationships, and GIS-ready output.

Used inFacilitiesHealthcareAEC
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Digital site plan and mapped environment with infrastructure intelligence overlays

03 · Infrastructure Intelligence

Connect drawings, imagery, assets, and location.

Turn engineering records and field evidence into structured, validated infrastructure data ready for GIS, asset, network, and operational systems.

Used inUtilitiesTelecomAECGovernment
Explore Infrastructure Intelligence

CONTEXTFORMERS OVERVIEW

PROOF

Evidence from real operating work.

The record spans daily archive operations, a major media collection, and licensed spatial-intelligence work with an established Esri partner.

17,000+Hours indexed
20TB+Processed
6Major film & TV productions
3 yrsDaily production use
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.

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.

Review the full proof record

TRUST & PRIVACY

Trust travels with every result.

Results remain connected to their source, confidence, and review state. Deployment can be shared, dedicated, on-premises, or air-gapped according to the customer's requirements.

Redaction runs inside every application, protecting faces, screens, documents, and other sensitive information before the result moves downstream.

Review trust and privacy

START A CONVERSATION

Start with a representative sample.

Bring an archive request, facility capture, drawing set, or field-data sample and the operational result you need.

hello@contextformers.com