The video-review problem
Your cameras record everything and understand nothing.
Traditional video systems are digital recorders that alert on rigid motion rules. When something actually happens, someone scrubs through hours of footage by hand. VizAIo understands what happened and lets you just ask.
Rule-based VMS & manual review
- ✕Hours of manual scrubbing. Finding one incident means an operator watching footage frame by frame across dozens of cameras.
- ✕Motion, not meaning. Pixel and motion rules fire on anything that moves they can't tell a delivery from an intrusion.
- ✕Rigid and single-purpose. Fixed rules cover one security scenario at a time and miss anything they weren't configured for.
- ✕Expensive to scale. Per-camera licenses, dedicated hardware and per-stream pricing make broad coverage cost-prohibitive.
Ask, and get frame-referenced answers
- ✓Seconds, not hours. A plain-English query jumps straight to the exact moment and a 2-hour review becomes a 5-second search.
- ✓Understands the scene. Multi-modal profiling plus semantic search knows people, objects, actions and anomalies
- ✓Multi-domain by design. One platform covers retail, EHS, Healthcare and Security
- ✓Runs on what you have. Works on existing IP cameras at $0.00045 per operation
Enterprise-grade unit economics
Find the Right Moment in Seconds
Not Hours
%
Time Saved
2-hour manual review becomes a 5-second natural-language query
$0.00045
Per AI Operation
Optimized frame sampling makes video intelligence fractions of a penny
s
Intelligence Loop
Live frames analyzed every
3 seconds for near real-time awareness
%
Gross Operating Margin
Dynamic model routing keeps infrastructure cost low at scale
How it works
Go from Live Video to
Actionable Answers
in Six Steps
VizAIo ingests LIVE and Archived videos, profiles every scene with vision AI,
indexes it for semantic search, then reasons over your query and streams the
answer back in near Real Time, on the cameras you already run. Tap any stage.
Bring live and recorded video together
VizAIo pulls live camera feeds through a secure streaming relay, and archived clips via uploads to secure cloud storage, capturing one frame every 3 seconds.
Understand the people, objects, and actions in view
A vision AI model classifies people, objects, actions, layouts and exceptions using a strict captioning process writing time-synchronized metadata and frames to secure storage.
Make every important moment easy to find
Scene content is embedded into vector representations and indexed in a semantic search index with a fast similarity search and a greedy time-diversity filter. No manual is tagging required.
Ask in plain language and find the right frames
A natural-language query runs a fast similarity search to retrieve the right frames, then a reasoning engine interprets the spatial-temporal context with forensic guidance to explain what actually happened.
Get answers as the analysis happens
The reasoning is serialized into a live streaming response, while an orchestration layer manages the pipeline end to end, eliminating the need for a third-party storage layer.
Give teams the alerts, answers, and evidence to respond
Every response is streamed in real time with frame timestamps, secure temporary asset links, confidence metrics, instant alerts, and court-ready incident timelines for rapid investigation and evidence management.
Why VizAIo
"Isn't this just video
analytics?" No!
And here's
exactly why.
Watch a live feed become searchable intelligence: frame ingestion, Gemini
Vision scene profiling, semantic retrieval, and a streamed forensic answer with
the exact frames and timestamps behind it.
Understand every event
Search in plain language
Unify live and recorded video
Use your existing cameras
Scale with cost control
Understand the event not just the movement
Rule-based systems fire on pixel and motion changes. It detects that something moved resulting in excessive false alarms, alert fatigue, and missed critical events.
Multi-modal scene understanding identifies people, objects, actions and environments, then analyzes spatial and temporal context to distinguish routine activity from potential security incidents.
Find key moments by asking in plain language
Finding an event often means pre-tagging footage or manually reviewing hours of video. The process is slow, labor-intensive and only as accurate as the available tags.
Describe what you're looking for in plain language, such as "person in a red jacket near the loading dock after 11 pm." Semantic search retrieves the most relevant moments without manual tagging, indexing or timeline scrubbing.
Search live and recorded video in one place
Most platforms support either live monitoring or recorded video analysis, requiring separate systems and fragmented workflows.
A unified pipeline indexes both live camera streams and archived footage, enabling real-time monitoring and forensic investigations from a single searchable interface.
Add intelligence to the cameras you already use
Generic CV platforms often need specific hardware, edge devices or camera replacements. A costly, disruptive rollout before you see any value.
VizAIo runs on your existing IP and RTSP cameras with no hardware swap — plug-and-play ingestion means you can be searching real footage in a single working session.
Scale video intelligence without runaway costs
Fixed licenses plus hardware, or per-camera and per-stream pricing, make broad, always-on AI coverage prohibitively expensive.
An optimized processing pipeline intelligently allocates compute resources to reduce operational costs while maintaining enterprise-scale performance and accuracy. The result is cost-efficient video intelligence that scales across thousands of cameras.
What it does
Search faster. Detect sooner.
Respond with confidence.
Turn Raw Video Into Searchable Intelligence
Turns raw footage into structured visual intelligence.
- Securely ingests live RTSP feeds, CCTV streams and archived uploads across the enterprise.
- Samples optimized frames every 3 seconds and identifies people, objects, actions and anomalies.
Ask Questions and Find the Exact Moment
Interrogate hours of footage in plain English.
- Ask natural-language questions like "show all unauthorized access after 9 PM."
- Semantic forensic search locates key moments in seconds and summarizes incidents.
Spot Risks and Alert Teams Automatically
Catch risks before they escalate into incidents.
- Behavioral analysis flags suspicious movement, unusual dwell time and abnormal activity.
- Detects intrusion, loitering, falls and unauthorized access, with instant SSE alerts.
Built for enterprise trust
Spot Risks and
Alert Teams Automatically
Scale video intelligence while keeping costs in view
VizAIo pairs vision models with a semantic index and a streaming backend with dynamic routing that keeps the cost per operation tiny at scale.
Bring video insights into the tools your teams already use
VizAIo doesn't operate in isolation. It feeds into your systems and Prajna AI's ecosystem, and adapts as your environment changes.
Feeds video intelligence into PrajnaAI's Data Fabric for enterprise-wide decision intelligence.
Connects with CCTV platforms, monitoring dashboards, security systems and third-party APIs.
Continuously adapts to new environments, workflows and evolving operational scenarios.
Ready to turn video into answers your team can act on?
Your team is spending thousands of hours reviewing video that VizAIo can analyze in seconds at $0.00045 per operation, with 95% gross margin built into the architecture.