Reactive operations
Cleaners, security, and FM staff check spaces on schedule — even when most areas need no attention — and review footage only after something goes wrong.
Vision-Language Models · Edge-Native · Facilities Management
Contextual intelligence
for every facility
Zenseo AI turns ordinary IoT cameras and sensors into a unified layer of facility intelligence — condition scoring, hazard and exception alerts, utilisation insight, and dispatch-ready actions — across offices, campuses, and commercial buildings. Privacy-first: raw footage can stay on site.
Whole-building FM scopeOEM-ready API & DockerPrivacy-first by design
Live POC · Facility intelligence in production
VLM
Understands context — not just people counts
FM-wide
Corridors, lobbies, stairs, workspaces & more
Edge
On-prem processing · privacy-first by design
Integration
Built for camera & sensor manufacturers
The gap in facilities management
Sensors see activity.
They don’t understand the building.
Modern facilities are full of cameras and IoT devices, yet teams still patrol floors, scrub CCTV after incidents, and discover problems only when someone walks past them.
Dumb occupancy & blind spots
PIR and basic sensors miss passive use, left-behind items, blocked egress, spills, equipment left on, and other conditions that matter to safety and service quality.
Rigid computer vision
Traditional CV needs new labelled data and retraining every time facility policy or a new space type changes — too slow for real FM.
Where Zenseo applies
General facilities management — not a single room type
One VLM platform, configurable by prompt and policy, across the spaces that actually drive FM workload.
Lobbies & reception
Unattended bags, queue pressure, clutter, and reception readiness before peak hours.
Corridors & circulation
Blocked pathways, trip hazards, wayfinding issues, and after-hours anomalies.
Stairwells & egress
Blocked exits, smoking indicators, debris, and conditions that affect fire safety compliance.
Open office & workspaces
Utilisation patterns, cleanliness exceptions, and space condition for hybrid workplaces.
Shared amenities
Pantries, lounges, collaboration zones, and multi-use areas that change state constantly.
Campus & multi-tenant
Consistent exception rules across floors and buildings — with local edge deployment where privacy demands it.
Product
From camera frame to facility action
Zenseo converts sensor imagery into operational scores, prioritised exceptions, and alerts your FM, cleaning, and security teams can act on — in tools they already use.
Condition & readiness scoring
Know the state of a space — before you send a team
Multi-dimensional scores for overall condition, cleanliness, furniture/layout, equipment, and related factors — with plain-language reasons facilities teams can trust. Send people only where the score and issues justify it.
- Scored dimensions with short explanations
- Exception-based dispatch instead of blind floor walks
- Prompt-tuned policies per space type or client
Exception & hazard detection
Pinpoint what needs attention — and where
Flag left-behind items, clutter, layout problems, and other visual exceptions with severity levels, suggested actions, and optional bounding boxes on the capture.
- HIGH / MEDIUM / LOW prioritisation
- Localised boxes for faster response
- ROI focus so the VLM analyses the zone that matters
Ops workflows
Push insights into tools teams already use
Structured alerts (e.g. Microsoft Teams Adaptive Cards) deliver issue lists and actions to the people who clean, secure, and operate the building — not another dashboard nobody opens.
- Capture-linked exception summaries
- Clear recommended actions
- Fits cleaning, security, and FM workflows
Live platform
Proven on real sensor imagery
See the platform in action — local VLM analysis, free-form visual Q&A, scoring, and exception workflows. The same stack generalises across facility space types via prompts and schemas.
Capabilities
Built for real facilities operations
Contextual VLM
Understand space condition, safety cues, and exceptions with zero-shot prompts — not fixed object classes alone.
Edge-native
Run analysis on-prem. Raw video stays local; only structured metadata needs to leave the site.
Cloud API
Partner-ready API for manufacturers who want AI analytics behind every device they ship.
Docker package
Offline demo packaging so partners can evaluate without internet or multi-GB model downloads.
Prompt library
Adapt rules per facility policy and space type without multi-week computer-vision retrain cycles.
Hardware agnostic
Validated on real RTSP ceiling sensors; designed to integrate across camera and IoT brands.
For manufacturers
The AI analytics layer for facility-grade hardware
We equip IP camera and IoT sensor manufacturerswith a Vision-Language Model backend so their devices ship with software-defined differentiation for the global FM market.
Cloud APITrial credits → usage plans for partner backends
On-edge SDKPrivacy-first Docker for Jetson-class and similar devices
OEM pathWhite-label analytics inside your existing channel
Why hardware partners choose Zenseo
- Skip building an in-house VLM team
- Offer AI features FM buyers already ask for
- Edge option for regulated, privacy-sensitive sites
- Scale through your distribution — not a new sales force
Compatible with modern occupancy & open-edge sensor ecosystems
About Zenseo AI
General-purpose workplace intelligence
Zenseo AI is the pioneer of general-purpose workplace intelligence powered by state-of-the-art Vision-Language Model (VLM) technology. We transform standard commercial IoT camera feeds into a unified layer of spatial intelligence, enabling enterprise organizations to automatically measure, analyze, and optimize their physical real estate.
By moving beyond rigid legacy hardware, Zenseo’s software-driven approach interprets complex environments exactly like a human would—but at a global scale. From tracking true passive occupancy and space utilization to calculating our signature automated Meeting Room Tidiness Index (MRTI), Zenseo converts raw visual data into immediate, actionable operational data.
Whether you are a Corporate Real Estate (CRE) executive looking to right-size your global footprint, a Facility Manager optimizing maintenance workflows, or a Workplace Experience leader enforcing office standards, Zenseo provides the objective insights needed to slash operational overhead and build frictionless corporate environments.
See your space. Score its readiness. Scale your efficiency.— Zenseo AI
Get in touch
Smarter sensors.
Smarter facilities.
Whether you manufacture cameras and IoT hardware, or operate facilities that need contextual intelligence — we’d like to hear from you.