Extract
Detect, read, and locate what matters across images, video, audio, documents, and spatial sources.
A CONTEXTFORMERS™ SOLUTION
Facility Intelligence
Formerly VizmoAI
360° indoor scans → asset maps with millimeter precision
Capture 360° panoramas with simultaneous LiDAR scanning. Multi-view AI detects safety equipment, signage, and medical assets at any camera angle. LiDAR fusion maps every detection to exact X, Y, Z coordinates on the floor plan. Auto-generate ArcGIS Indoors feature layers.
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.
HOW IT WORKS
From 360° panoramas to a searchable, geo-located asset inventory — automatically.
01. 360° capture
3-point panoramic capture with simultaneous LiDAR scanning. Every room, corridor, and space captured in high-resolution 360° imagery paired with depth data.
02. Multi-view consistency
Perspective-invariant recognition identifies critical assets — fire extinguishers, AEDs, exit signs, medication cabinets — regardless of camera position or panoramic distortion.
03. Text recognition
OCR reads room numbers, cabinet IDs, warning signs, biohazard labels, and equipment tags. Contextual awareness differentiates generic furniture from high-value medical assets.
04. Multi-modal cross-verification
Object recognition identifies the "what." Logical fusion confirms through spatial reasoning. Text context identifies the "label." Result: high-confidence asset categorization for GIS databases.
05. LiDAR fusion
Correlates pixel coordinates from the 360° image with LiDAR distance values to calculate exact X, Y, Z coordinates. Geo-locates assets on the floor plan automatically. Measures ADA compliance — door widths, sign heights.
06. GeoJSON export
Every detected object is converted into a geospatial feature with rich attribution — asset type, confidence score, room assignment, floor level — ready for ArcGIS Indoors and any indoor GIS system.
DEPLOYED IN PRODUCTION
ContextFormers Facility Intelligence is licensed to geoConvergence — an Esri Gold Business Partner and 20-year Cornerstone Partner — and deployed within their Scan2Twin pipeline into ArcGIS Indoors, under a signed teaming, joint development, and licensing agreement.
FACILITY INTELLIGENCE DEMO
360° facility scanning with AI-powered asset detection, LiDAR fusion, and automated floor plan mapping — demonstrated on the ContextFormers platform.
SEE IT IN ACTION
From 360° panoramas to a searchable asset inventory.
Multi-View Detection
Fire extinguishers detected at multiple angles with confidence scores (72%–98%).
Text Recognition & OCR
Room numbers, safety signs, medication labels, evacuation plans, and biohazard markers.
Floor Plan Asset Mapping
Detected assets mapped to precise floor plan positions with AED stations, camera zones, and room assignments.
SECTORS IT RUNS IN
Where this lands.
Each sector page lists the roles it is built for and what they use it on.
WHO IT'S FOR
Built for the teams that need this most.
Clinical Engineering Manager
Hospital systems, medical centers, outpatient facilities
- Detect and catalog safety equipment (fire extinguishers, AEDs, exit signs) from 360° scans with confidence scores
- Read medication cabinet labels, room numbers, and biohazard signs with multimodal text recognition
- Auto-generate ArcGIS Indoors asset layers with millimeter-precise coordinates from LiDAR fusion
Facility Operations Manager
Corporate campuses, data centers, manufacturing facilities
- Build a searchable spatial index of equipment, signage, and safety assets across every floor
- Automatically redact faces, screens, and documents from 360° scans before data enters any system
- Maintain a living digital model of facility assets without manual walkthroughs or clipboard audits
ADA Compliance Officer
Government buildings, universities, commercial real estate
- Measure ADA clearances and verify accessibility equipment placement from spatial scans
- Compare facility conditions against design plans for regulatory audits
- Generate spatial compliance reports with precise measurements and photo evidence
INPUTS & OUTPUTS
What goes in. What comes out.
PRIMARY INPUTS
- 360° panoramic imagery
- Simultaneous LiDAR scans
- Floor plans
- Building metadata
SYSTEM OUTPUTS
- ArcGIS Indoors feature layers
- Geo-located asset inventory
- ADA compliance measurements
- Attributed GeoJSON exports
ContextFormers runs on shared cloud, dedicated single-tenant, or your own infrastructure — including air-gapped deployment — with tenant isolation and automated PII redaction across every model. Trust & Compliance details
OTHER APPLICATIONS
GET STARTED
See facility intelligence on your building.
Tell us about your facility — building type, floor count, and asset tracking needs. We'll scope a project and show you what ContextFormers delivers.
hello@contextformers.com