Extract
Detect, read, and locate what matters across images, video, audio, documents, and spatial sources.
CONTEXTFORMERS PRODUCTS
One engine. Three applications.
The same AI engine — detection, indexing, search, and redaction — pointed at whatever holds your information. A tape library, a building, or a 1974 blueprint.
Formerly VizmoAI
01 · MEDIA
Media Intelligence
Video archives → searchable moments
AI-powered search for broadcast archives, documentary houses, and licensing teams. Find anyone, anywhere, any moment — across faces, voices, dialogue, location, and visual context.
BroadcastDocumentaryLicensingExplore
02 · SPATIAL
Facility Intelligence
360° indoor scans → asset maps
Capture 360° panoramas with simultaneous LiDAR scanning. Multi-view AI detects safety equipment, signage, and medical assets at any camera angle, then maps every detection to exact floor plan coordinates.
HealthcareFacilitiesADA ComplianceExplore
03 · SPATIAL
Infrastructure Intelligence
Construction drawings → GIS-ready data
Ingest decades of construction drawings, blueprints, photos, and drone footage. AI detects utility assets across electric, gas, water, wastewater, and telecom systems, then aligns them to real-world coordinates and validates network connectivity.
UtilitiesTelecomPublic WorksExplore
ACROSS ALL THREE
Trust & Privacy
Redaction is not a fourth product. It runs inside every application, before anything is stored, shared, or handed to a downstream system.
How redaction worksFaces, screens, and documents
People, monitors, whiteboards, printed records, and anything else showing readable or identifiable information.
Detected before delivery
Obfuscation is applied before imagery enters storage, sharing, or downstream processing — on whichever deployment model you run.
Auditable by default
Every detection and redaction is logged — what was found, where, and the method applied — ready for regulatory review.
DATA SOURCES WE CONNECT
Construction drawingsBlueprints & engineering recordsBuilding footprints360° imageryLiDAR point clouds3D scansDrone footageSatellite imageryGeospatial & GIS layersSite plans & surveys
THE ENGINE
One engine underneath.
The same four steps run underneath every application. What changes between them is the source material and the output schema, not the intelligence in between.
Form context
Connect detections to the customer's own people, assets, places, terminology, and source evidence.
Validate
Confidence, cross-source corroboration, and human review before anything is treated as fact.
Deliver
Structured output into search, GIS, asset systems, APIs, and the workflows already in use.
Trust runs through every step: privacy, governance, provenance, confidence, and human review.
THE SHARED ENGINE · GEOAI + MULTIMODAL AI
What those four steps look like on spatial data.
Multimodal AI for media archives, GeoAI for the physical world — one pipeline, in the detail a spatial engagement actually runs through.
01. Ingest any spatial source
Paper archives, PDFs, 360° imagery, LiDAR scans, drone footage, CAD files, and GIS layers — all ingested, tiled, and normalized into a unified processing pipeline.
02. Extract with AI precision
Computer vision detects assets, symbols, text labels, and spatial features. OCR reads equipment tags. LiDAR fusion computes millimeter-accurate X, Y, Z coordinates for every detected object.
03. Align to the real world
Geospatial alignment transforms plan-sheet coordinates into real-world positions using street references, parcel data, control points, and existing utility networks — eliminating spatial drift.
04. Validate against ground truth
Cross-references extracted features against street view, drone imagery, and field records. Flags mismatches for engineering review. Confirms what exists versus what was designed.
05. Protect sensitive data
Automated PII anonymization detects and obfuscates faces, people, and sensitive areas in 360° imagery immediately after capture — ensuring compliance before data enters any system.
06. Connect into a digital twin
Merge validated spatial intelligence into enterprise GIS, facility management, and operational systems — creating a connected, living digital model of the real world.
OUTCOMES
What you get back.
Legacy digitization at scale
Convert decades of paper and PDF engineering archives into searchable, GIS-ready digital assets — eliminating months of manual work per project.
Connected digital twin
Fuse construction drawings, imagery, LiDAR, and field data into one authoritative spatial model that reflects real-world conditions.
Network & asset intelligence
Validate utility networks, map transponders and equipment, and flag discrepancies between records and field conditions automatically.
Compliance & verification
Measure ADA clearances, verify safety equipment placement, compare field conditions against design plans, and audit spatial compliance.
AI EXTRACTION LAYER
Turn unstructured information into usable context.
We combine multimodal AI with enterprise data and spatial intelligence to extract the signals your systems can search, govern, analyze, and act on.
People & identity
Recognize faces, distinguish speakers, track recurring people, and connect appearances across time and source quality.
FacesSpeakersVoice identity
Speech & meaning
Turn spoken content into time-coded transcripts, dialogue, topics, summaries, and natural-language search context.
TranscriptsTopicsSummaries
Visual content
Detect objects, logos, scenes, actions, on-screen text, and the relationships that explain what is happening.
ObjectsOCRScene context
Location & spatial context
Extract landmarks, mapped locations, facility assets, plan details, and geospatial relationships from visual and spatial sources.
PlacesAssetsSpatial links
Documents & enterprise data
Structure fields, entities, tables, relationships, and governed metadata across documents and connected business systems.
EntitiesTablesMetadata
Events & operational signals
Surface conditions, changes, anomalies, workflow states, and decision-ready signals for analytics and automation.
EventsAnomaliesWorkflow states
WHO IT'S FOR
Built for the people who own the archive, the building, and the network.
Find your title below. The application it sits under is the place to start — or browse by industry if your sector is the faster way in.
Media Intelligence
People who own an archive nobody can search without watching it.
- News ArchivistBroadcast networks, wire services, local affiliates
- Documentary ResearcherIndependent production houses and streaming documentary units
- Stock Footage LibrarianLicensing and syndication teams
- Sports Rights ManagerLeagues, club media teams, sports broadcasters
- Legal Evidence ArchivistLaw firms, litigation support, DA and public defender offices
- Broadcast Compliance OfficerNetworks and streaming platforms under FCC or Ofcom rules
- Public Records OfficerFederal agencies, state archives, municipal government
- Intelligence AnalystLaw enforcement, homeland security, investigative journalism
- Corporate Knowledge ManagerEnterprises with large meeting, training, and event libraries
- Physical Security ManagerCampuses, data centers, manufacturing, financial institutions
- Claims Video AdjusterAuto, P&C, and workers compensation insurers
- Insurance Fraud InvestigatorSpecial Investigation Units and fraud bureaus
- Liability AnalystCarriers, reinsurers, self-insured risk departments
Facility Intelligence
People responsible for what is inside a building, and who may see it.
- Facility Operations ManagerHealthcare systems, corporate campuses, data centers
- Clinical Engineering ManagerHospital systems, medical centers, outpatient facilities
- ADA Compliance OfficerGovernment buildings, universities, commercial real estate
- Privacy & Compliance OfficerHealthcare systems, research hospitals, long-term care
Infrastructure Intelligence
People whose records never made it into the system of record.
- GIS ManagerElectric, gas, water, and wastewater utilities
- Network EngineerFiber, broadband, and wireless operators
- Public Works DirectorMunicipal, county, and state agencies
- BIM ManagerGeneral contractors, AEC firms, facility owners
- Construction Program ManagerData center builders, network deployment teams
Tenant data isolation
Your data is isolated from every other customer's on every deployment model. No commingling, no cross-tenant access, no shared indexes.
Deployment scoped to your requirements
Shared cloud, a dedicated single-tenant instance, or deployment inside your own infrastructure. Which one fits depends on your data sensitivity and regulatory obligations — we scope it with you rather than assuming a default.
Automated PII redaction
Faces, screens, documents, and sensitive areas are detected and obfuscated at capture — a compliance gatekeeper, not just a feature.
Operator control
Your identity index, your landmarks, your configuration. Data handling, retention, and model-use terms are set per engagement and written into the agreement.
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