A structured review of Intenseye's EHS video AI platform and its Sentinel device line for EHS, operations and plant safety leaders: what it does well, where the constraints sit and who should look elsewhere. Every score traces to something Intenseye publishes.
Intenseye publishes its hazard catalogue by name rather than by category. Core AI is stated to cover 50+ categories of unsafe acts and conditions, listed by name across PPE, housekeeping, area controls, vehicle controls, behavioural safety and hygiene, from hard hat and hearing muff to line of fire, crane area and vehicle-pedestrian interaction. The response side is documented too: the Sentinel Speaker delivers audio warnings on the floor, and Intenseye publishes actions through smart plugs, network speakers, industrial sensors and other operational technology equipment, up to stopping machinery. Privacy is documented rather than asserted, with the Sentinel Hub running the models on site, a face blurring algorithm applied to all video data by default and stated to be irreversible, and with SOC 2 Type II published. It scores lowest on scope, because everything published is EHS and no security or business-operations set appears, and lower on camera reuse, because the published direction of travel runs toward Intenseye's own Sentinel devices. Choose Intenseye when EHS owns the programme and the hazard list is the deciding factor. Look elsewhere when the same cameras also have to answer a security or an operations question.
Five criteria, each scored from Intenseye's own current documentation as of August 24, 2026. Spot AI competes with Intenseye, so no score here rests on an anonymous source, an aggregated user rating or a private benchmark: each one sits next to the documented fact behind it. Anything Intenseye does not document is recorded as not publicly specified rather than assumed. Facts here come from Intenseye's own platform, Core AI, Sentinel, privacy and engineering-blog pages. Where Intenseye publishes nothing, this review records the absence rather than filling it from an analyst listing. This is not a paid placement, and Intenseye had no input into it.
The hazard catalogue and the response path are documented further than anything else in this set. Scope and retention are the two places the pages go quiet.
Intenseye is workplace safety AI, and it is unusually disciplined about staying inside that lane. Core AI is published as purpose-built to detect 50+ categories of unsafe acts and conditions in real time while preserving worker privacy, and the platform is stated to integrate with existing cameras in minutes and to deploy fully in days. The design target is an EHS function at a manufacturer, a logistics operator or a processor that already reports lagging numbers and wants leading indicators from the floor instead.
The hazard catalogue is the product's real asset, because it is published detection by detection rather than as a category count. PPE covers apron, cal suit, glasses, gloves, hard hat, hearing muff, mask, reflective vest and sleeve. Housekeeping covers clean pedestrian ways, clean vehicle roads, leakage and spill, open-closed doors and unattended object. Area controls run to crane area, light controls, line of fire, machine area controls, worker-count limits and time limited area. Vehicle controls, behavioural safety and hygiene add vehicle-pedestrian interaction, speed limit, climbing, contact with electricity or discharge area and stairs bannister usage among others.
Since the Sentinel launch the product has two halves. Software reads the cameras a site already has, and Sentinel adds Intenseye's own devices: Sentinel Core as standard IP cameras preloaded with 50+ safety detections, Sentinel Traffic for vehicle and pedestrian zones, Sentinel Thermal for heat hazards, Sentinel Solar for remote or outdoor coverage without new wiring, Sentinel Depth for 3D distance and movement in robotic zones, the Sentinel Speaker for audio warnings on the floor, and the Sentinel Hub, which runs the models locally on an NVIDIA Jetson Orin NX and connects Sentinel devices together with existing site video into one network.
Intenseye is strongest where the buyer is EHS and the hazard list decides the deal, and thinnest anywhere the same cameras are asked a question that is not a safety question.
Both columns are documented. Nothing here comes from an anonymous review.
Both columns describe documented behavior. Intenseye's column was checked against its own documentation on August 24, 2026.
Swipe the table sideways to see every column.
Intenseye data comes from Intenseye's own public documentation as checked on August 24, 2026. Gaps are marked as not publicly specified.
The honest split, stated the way a shortlist call would state it.
If the buyer is EHS, the business case is leading indicators against a recordable-injury target and the shortlist will be judged on whether a platform covers the specific hazards on your register, Intenseye publishes more of that answer in public than anyone else here. The floor response and the anonymisation pack are the two things that usually get a safety project past operations and past the works council.
If the same feeds are expected to cover intrusion after hours, loss at the register, dock dwell or SOP adherence, none of that appears in the published scope and the usual result is a second video vendor on the same cameras. Sites that need a published retention architecture and a documented export path are the other case, because neither appears on the pages this review read.
Spot AI ships 15+ pre-trained Video AI Agents spanning vehicle break-in, fire, intrusion, personal protective equipment, forklift near-miss, falls and hazard-zone crowding, so a mixed estate gets shipped coverage on both sides. Iris builds anything else in natural conversation in about eight minutes, full-resolution video stays on the Intelligent Video Recorder in the building and the platform is SOC 2 Type II, NDAA-compliant and HIPAA-aligned.
Both platforms read cameras a site already owns and both answer at the moment of the event, so the datasheet fight is narrow. They part company on breadth and on where the video ends up. Intenseye goes deeper into the EHS hazard register than anyone, and adds its own Sentinel devices for the awkward corners. Spot AI runs across security, safety and operations on the same fleet, keeps full-resolution video on the Intelligent Video Recorder in the building and answers with talk down, strobes and horns through standard speakers.
The cheapest way to settle it is to run both on one plant for a fortnight and count the questions each one closes. Pick the site with a mixed problem, a real safety hazard, an after-hours access issue and one operations question nobody can currently answer, because a pilot scoped only to safety will confirm the safety platform.
Quote both against the identical camera list and state in writing how many of the detections run on your existing streams rather than on the vendor's own devices. A hardware line arriving late is how an EHS budget turns into a capital request.
See what the AI catches on your live feeds before any platform decision.
Customer-reported outcomes from named Spot AI customers.
Unique Industries covers more than a million square feet with a three-person safety team, catching near misses and falls on the cameras already installed.
Silver Bay Seafoods replaced fragmented legacy camera systems across 22 locations, including remote Alaska facilities, and lifted operational efficiency 15%.
Cambridge City cut footage search from two hours to 30 seconds after consolidating seven municipal locations on one platform.
"The biggest benefit of Spot AI is how easy it is to look up incidents, see the footage, and then share it and collaborate."
Yes, for an EHS-owned programme. It scores 3.8 out of 5 here, carried by 50+ categories of unsafe acts and conditions published detection by detection, by a floor response through the Sentinel Speaker and actions on smart plugs, network speakers and other OT equipment, and by SOC 2 Type II with default, irreversible face blurring. Buyers who also need security or operations coverage should read the published scope first.
Intenseye publishes 50+ categories of unsafe acts and conditions and lists them individually. PPE covers apron, cal suit, glasses, gloves, hard hat, hearing muff, mask, reflective vest and sleeve. Housekeeping covers clean pedestrian ways, clean vehicle roads, leakage and spill, open-closed doors and unattended object. Area controls, vehicle controls, behavioural safety and hygiene add crane area, line of fire, machine area controls, worker-count limits, vehicle-pedestrian interaction, speed limit, climbing, contact with electricity or discharge area and stairs bannister usage among others.
Both are published. Intenseye states it integrates with existing cameras in minutes, and the Sentinel Hub connects Sentinel devices and existing site video into one network without major infrastructure changes. Its own line adds Sentinel Core, Traffic, Thermal, Solar, Depth and Speaker for the corners a standard indoor camera does not cover. What is not publicly specified is which of the 50+ detections run on a third-party stream, so ask for that mapping against your own camera list.
Intenseye publishes a face blurring algorithm applied to all video data by default and stated to be irreversible, plus 3D anonymisation, dynamic masking and timestamp anonymisation, and states that its pseudonymisation and anonymisation techniques strip footage of personally identifiable information before analysis. Its own FAQ puts it plainly: people are recorded and stored as analytical data after their faces are completely blurred, and the face blurring feature cannot be removed. The Sentinel Hub runs the models on site and SOC 2 Type II is published. Retention and export behaviour are not, so request those in writing.
It depends how wide the brief is. If the programme is EHS and the decision rests on hazard-by-hazard coverage, Intenseye is hard to beat on published detail. If the same cameras also have to cover security, loss and operations, a camera-agnostic platform such as Spot AI fits, because 15+ pre-trained Video AI Agents run across the fleet already installed and video stays on the Intelligent Video Recorder. The alternatives roundup compares five platforms side by side.