Switch guide

How to switch from Kinetic Eye to Spot AI without replacing cameras

The trigger moments that start this conversation, what actually changes on day one and a four-phase plan that keeps every site recording throughout. Written for EHS and plant leaders running computer vision over an industrial workspace they already have cameras in.

Updated August 14, 2026
8 min read
By Dunchadhn Lyons, Director of AI Engineering
Switch from Kinetic Eye to Spot AI: The trigger moments that start this conversation, what actually changes on day one and a four-phase plan that keeps every site recording throughout
What you keep
Your cameras
Both platforms apply computer vision to the camera coverage a facility already has. Spot AI reads any ONVIF or RTSP camera, so nothing on the wall or the rafter moves.
What you keep
Your analog channels
The older channels running through encoders or a hybrid recorder come into the Intelligent Video Recorder instead. No conduit is opened.
What changes
Who else can use the same cameras
Safety stops being the only tenant. The same fleet carries security and operations agents, so one platform answers three teams.
What changes
What happens at the moment of a hazard
Agents talk down, strobe and sound a horn through standard speakers, rather than putting the incident in a dashboard and an inbox.
Where a frame goes after the switch

The cameras do not move, so switching changes what sits behind them and how far a hazard travels. Both rows describe what each vendor publishes.

Two ways in, and neither replaces a camera
IP cameras
ONVIF or RTSP, any manufacturer
On the cabling and the VLAN already in the plant
Analog channels
Straight into the IVR
The older feeds an encoder or hybrid recorder carries today, with no conduit opened
Before: a reporting loop for one team
The space is tracked
Automated risk identification
Hazard classes are not named on the site, and storage behavior is not published
The hazard becomes a record
Dashboard, inbox, trend line
As many users as you need, with metrics showing improvement over time
On the floor, right now
The alert waits to be read
Deterrence behavior is not publicly specified, so the loop closes at the review
After: three teams on one fleet
The IVR records
Full resolution, on site
Only event metadata leaves the plant, so the clip behind the number stays local
The agents watch
Safety, security and operations
PPE, forklift near-miss, falls and hazard-zone crowding, plus Iris for your own process
On the floor, right now
Talk down, strobes, horn
Through standard speakers, so the correction lands inside the shift
Architecture from each vendor's own product documentation, Kinetic Eye's read on August 14, 2026. Timing is separate: rollout runs days per site, and Staccato reports seven weeks from first conversation to a full 800-acre campus on the cameras it already had.

When it makes sense to switch

Four moments when a plant running safety-only computer vision starts this conversation. If none of them are true, staying put is a reasonable answer.

The program outgrew a dashboard and an inbox

Kinetic Eye publishes a remote dashboard, alerts to your inbox, trend reporting over time and as many users as you need. That is a real reporting loop and it is what an EHS program needs to prove a direction of travel. What it is not is a response: nothing on the pages read describes anything firing at the moment a hazard appears. When the corrective action has to happen inside the shift rather than at the review, the reporting loop is the wrong shape for the job.

The number needs the clip behind it

A trend line survives an audit only if the events behind it can be pulled up. Kinetic Eye publishes no storage, retention or deployment behavior, so the footage lives wherever your recorder puts it and the evidence chain runs through a second system. Ask what happens when an insurer, a regulator or a corrective-action review wants the thirty seconds either side of a counted event.

Security and operations want the same cameras

The published product is safety scoped: automated risk identification for industrial workspaces. Nothing about perimeter, intrusion, dock dwell or throughput appears on the pages read. If the plant's cameras now have to serve three teams rather than one, the choice is a platform that covers all three or three contracts on one fleet, and the second option gets expensive faster than anyone budgets for.

Procurement ran out of published answers

Kinetic Eye names no individual hazard classes, no camera compatibility list and no deployment model. That is not the same thing as those answers being bad, and this page will not pretend otherwise. It does mean a procurement round has to get them from the vendor directly, and a shortlist where one platform documents its detection set and the other does not is a shortlist that ends in a long questionnaire.

Kinetic Eye and Spot AI side by side

The structural differences that decide whether a switch is worth starting.

Criterion
Spot AI
Kinetic Eye
Works with existing cameras
YesAny ONVIF or RTSP IP camera, plus legacy analog through the IVR
The product is computer vision applied to an industrial workspace's existing camera coverage. No camera protocol, conformance profile or compatibility list appears on the pages read, so what it accepts has to be confirmed with the vendor
Where full-resolution video lives
On siteOn the Intelligent Video Recorder; only event metadata leaves the building
Not publicly specified. No storage, retention or deployment architecture appears on the pages read
AI coverage across a mixed fleet
Pre-trained Video AI Agents plus Iris custom detections across the whole fleet
Automated risk identification for industrial workspaces, described as tracking the space at all times and alerting the team to the incidents they need to see. The individual hazard classes are not named on the site
Active deterrence
AI Talk Down, strobes and horns through standard speakers already on site
Not publicly specified. The published response is a remote dashboard, an alert to your inbox and a trend report
Building a custom detection
About 8 minIris, in natural conversation
Not publicly specified. No customer-built detection, rule builder or configuration surface appears on the pages read
Compliance posture
SOC 2, NDAA, HIPAAAll three stated publicly
Not publicly specified. No certification appears on the pages read. The company does state on its own pages that your data is just that, your data
Estate types served out of the box
Stores, plants, warehouses, yards and campuses
Industrial workspaces and warehouses. Its own page title reads AI Warehouse Risk Management, its customer quotes come from logistics and same-day delivery operators and it names a partnership with SAP

Swipe the table sideways to see every column.

Kinetic Eye data comes from Kinetic Eye's own public documentation at kineticeye.io, read on August 14, 2026, across its home, product and company pages. The site publishes no hazard-class list and no camera compatibility list, so several of these cells record a documented absence rather than a value.

The four-phase plan

A rollout that keeps coverage live throughout. Most sites go live inside six weeks.

Assess

Week 1

Inventory the fleet per site: manufacturer, model, resolution, codec, mounting height and network path, and mark which cameras actually see the zones the safety program cares about. Plant estates usually have coverage nobody has audited since the cameras went in, so this phase finds the aisles and dock faces that were never watched. Because both platforms run on cameras you already have, this is a coverage map rather than a replacement list.

Who is involved
The EHS owner and the plant or facilities engineer, with IT
What you need ready
Camera inventory per site, a marked-up floor plan of the hazard zones, plus the incident and near-miss log for the last twelve months

Pilot

Weeks 2 to 3

Run one site live on both at once. That overlap is the point: it is the only way to compare detection quality on identical footage rather than on two vendors' demo reels, and it costs one site rather than an estate. Pick the building with the worst near-miss record rather than the cleanest one, because a well-run site produces too few events in a fortnight to tell two systems apart.

Who is involved
The plant safety lead and the shift supervisor
What you need ready
One IVR on site, the existing cameras pointed at it and a fortnight of normal production

Cut over

Weeks 4 to 6

Move site by site rather than estate-wide, keeping Kinetic Eye live at each site until its replacement has produced a full week of comparable counts. Cameras do not move and cabling does not change, so a site cutover is a configuration change plus an IVR. Export the trend history before the subscription lapses: a safety program's baseline is the one thing on this page that cannot be rebuilt from the cameras afterwards.

Who is involved
IT and the EHS owner, with whoever signs off coverage per site
What you need ready
An agreed sign-off test per site, and an export of the historical trend data with the date it was taken

Tune

Ongoing

Once safety coverage is at parity, the work moves to what a single-tenant tool could not do: adding security and operations agents on the same cameras, building an Iris detection for a hazard specific to your process rather than a generic one and setting what fires on the floor at the moment a hazard appears rather than at the Monday review. This phase is where the switch stops being a like-for-like replacement.

Who is involved
The EHS owner with operations and security
What you need ready
A shortlist of the hazards and process questions the cameras were never able to answer before
Stays exactly as it is
Your IP cameras, whatever the manufacturer, as long as they speak ONVIF or RTSP.
Your analog cameras, which come in through the Intelligent Video Recorder rather than being replaced.
Your cabling, your VLANs and your existing network paths per site.
Your mounting positions and fields of view, so nobody re-surveys the site.
Your existing recorder keeps running through the pilot, so no site loses footage while the comparison is being made.
Changes on day one
One dashboard across every site, with unlimited user seats.
Search in plain English instead of scrubbing timelines.
Agents that act at the moment of an incident rather than filing a notification.
Full-resolution video staying in the building, with only metadata leaving it.
Safety stops being the only team on the fleet: security and operations agents run on the same cameras.

Objections, answered

The six that come up in every one of these conversations.

We are mid-contract with Kinetic Eye.

Most switches start before the contract ends, because assess and pilot cost little and the comparison is more honest with both systems live. Run the pilot on one site during the overlap and time the cutover to the renewal date rather than paying twice across the estate. The notice period has to come off your own order form in the assess phase.

Will we lose safety coverage during the migration?

No, and the plan makes that structural rather than a promise. Kinetic Eye keeps running at each site until its replacement has produced a full week of comparable counts, the cameras never move and cutover happens site by site. If a site fails its sign-off test, that site stays where it is while the others proceed.

What happens to our trend history and our baseline?

This is the one to plan first, and it is easy to miss because it is not footage. A safety program's value is partly the baseline it has accumulated, and that history lives in the platform reporting it. Export it before the subscription lapses, with the extraction date recorded, and treat that export as a deliverable of the cutover rather than something to chase afterwards.

Kinetic Eye already runs on cameras we own. What does a switch actually change?

Running on cameras you own is common ground, so it is not the reason to move. What changes is whether the platform also records, whether the detection set is named rather than described, whether the same fleet serves security and operations as well as safety. Then there is whether anything happens on the floor at the moment a hazard appears.

Our team has learned the dashboard and the alert routing.

That cost is real and worth naming. The offset is that natural language search replaces most of the digging the old workflow needed, and the alert routing rebuilds in an afternoon rather than a project. Budget a fortnight of overlap in the pilot so the safety team compares on their own floor rather than on a demo, and let the supervisors call the result.

Is this cheaper?

Anyone answering with a number is guessing. What is comparable is scope. Quote both against the identical site list over three years, and count the contracts a plant would otherwise need to cover security and operations on the same cameras, because that is where the arithmetic actually differs.

Map your fleet in one call

Bring a camera list and we will tell you what works as it is.

Request a demo

Proof points from teams that switched

Customer-reported outcomes from named Spot AI customers.

7 weeks

Staccato went from first conversation to full deployment across an 800-acre campus in seven weeks, on the camera infrastructure it already had.

Staccato, firearms manufacturing
25+

Bridge33 Capital standardized video across 25 plus properties, each acquisition arriving with a different camera system, and cut footage search from hours to minutes.

Bridge33 Capital, commercial real estate
2 weeks

The YMCA of Greater Richmond deployed 17 locations in two weeks and standardized retention across the estate.

YMCA of Greater Richmond, non-profit

"Within four minutes of the alarm going off, Spot AI gave us video footage of the incident on the responding officers' phones. We had five recoveries within the hour."

Josh Bowlin
IT Director, Don Franklin Family of Dealerships

Frequently asked questions

Do we have to replace our cameras to leave Kinetic Eye?

No. Spot AI reads any ONVIF or RTSP IP camera and brings older analog channels in through the Intelligent Video Recorder, so a mixed plant fleet does not need replacing. Kinetic Eye publishes no camera compatibility list, so confirm with them what their side accepted, but nothing on your wall or in your rafters has to move for the switch itself.

How long does the migration take?

Most estates are live inside six weeks: a week to assess, a fortnight of pilot on one site, then site-by-site cutover. Sites go live individually rather than in one switch, so the timeline scales with how many buildings you have rather than how many cameras.

Will we lose our safety trend data?

Only if nobody exports it. The trend history sits in the platform that produced it, and it does not migrate on its own. Take the export in the assess phase, record the date it was taken and keep it alongside the new baseline so the two can be read as one line rather than two disconnected programs.

Can we run both platforms at the same time?

Yes, and the plan depends on it. The pilot runs one site on both at once so detection quality can be compared on identical footage from your own floor. Kinetic Eye keeps running at every site until that site's replacement has produced a full week of comparable counts.

What does Spot AI detect on a plant floor?

Its published set is 15+ pre-trained Video AI Agents spanning security, safety and operations, with named safety detections including PPE compliance, forklift near-miss, falls and crowding in hazard zones, plus Iris for building a detection specific to your process in natural conversation. The same fleet then also carries the security and operations questions.