A 2026 comparison for security buyers: platform scope, biometrics and privacy posture, vendor continuity after Oosto became part of Metropolis, and procurement economics.
Spot AI is strongest as a multi use video AI platform without biometrics: context aware detection, live deterrence, case management, and operations analytics across retail, manufacturing, and construction, on any ONVIF or RTSP camera. Oosto, now part of Metropolis, is strongest at purpose built facial recognition: watchlist based person of interest alerting with a NIST top ten accuracy ranking and documented privacy controls such as non watchlisted face blurring. The deciding factor is the requirement: if watchlist alerting is the sole mandate, Oosto's specialization fits; for everything else video can do, and for buyers avoiding biometric identification, Spot AI is the broader answer.
Teams that want detection, deterrence, investigations, and operations analytics without biometric identification.
Organizations whose sole requirement is watchlist based facial recognition, comfortable with the biometric governance it demands.
Compiled from Oosto's public documentation and Spot AI product documentation; oosto.com re checked July 21, 2026.
Oosto data is based on public Oosto documentation; oosto.com states "Oosto is now Metropolis" as of July 21, 2026. Gaps are marked as not publicly specified.
Both platforms run on existing cameras, but they answer different questions. Oosto answers who: biometric facial recognition matches faces against watchlists for person of interest alerting, with a NIST top ten accuracy ranking and privacy controls like blurring non watchlisted faces. Spot AI answers what is happening and what to do: context aware detection of behavior and events, live deterrence, case ready evidence, and operations analytics, all without biometric identification.
Procurement should also weigh governance and continuity. Facial recognition carries regulatory and policy obligations that vary by state and industry. And Oosto itself has changed hands: its site now states that Oosto is part of Metropolis, which makes roadmap and support continuity a fair diligence question.
Oosto identifies people; Spot AI acts on events. If your counsel has opinions about biometrics, that one sentence usually decides the shortlist.
Same cameras, different questions answered: identity versus events and outcomes.
Choose Oosto if watchlist based person of interest alerting is a hard requirement, your legal team has cleared biometric deployment, and you have validated support continuity under Metropolis ownership. Choose Spot AI if the mandate is broader security and operations without biometrics: detection, deterrence, investigations, and analytics on the cameras you already own.
Recognition accuracy is a lab benchmark; the proof below is what named Spot AI customers report in production.
See non biometric detection and deterrence on your own cameras.
Customer reported outcomes from named Spot AI customers.
All Star Elite cut cash shrink from 6% to 1% across 80 sports apparel stores, and improved investigation efficiency by over 50%.
Don Franklin Auto recovered five of six stolen vehicles within an hour of the theft and passed one million dollars in total savings across 30 dealerships.
Storage Asset Management monitors about 50 unstaffed facilities remotely; break ins at a targeted site stopped entirely after a 1 AM detection led to an arrest.
"From deterring theft to preventing vandalism, the system's ability to understand and respond to threats has transformed our security operations. We're able to reduce property damage while keeping our drivers and staff safe, all without the complexity and cost of traditional security solutions."
For most security jobs, yes: detection, deterrence, and investigations without biometric identification. Only a hard watchlist requirement points to a facial recognition specialist like Oosto, now part of Metropolis.
No. Spot AI's detections are context aware, acting on behavior and events rather than identity, which keeps deployments outside most biometric regulation and policy review cycles.
Oosto, formerly AnyVision, is now part of Metropolis: its own website states "Oosto is now Metropolis" while continuing to market the products under the Oosto brand. Buyers should validate roadmap and support continuity as part of diligence.
Yes. Oosto documents recognition running on existing cameras; Spot AI connects any ONVIF or RTSP camera through its Intelligent Video Recorder and bridges analog fleets through its Hybrid Cloud NVR.
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