Edge AI on the cameras you already own

Your cameras already see everything. Now they tell you.

Tarsyer turns existing CCTV into real-time alerts and scores for every store, kitchen, plant and warehouse. One small device per site. No new cameras. No video in the cloud.

20,000+cameras watched
10,000+edge devices in the field
2,000+sites live
Since 2020Pune · Singapore
Running every day at
Burger KingWestsideZudioStar BazaarBataV2 Value & VarietySPARSiyaram'sCheersRoyaloakcult.fitMahindra LogisticsLEAP IndiaJSW SteelArcelorMittalOerlikonUltraTech CementShree CementBurger KingWestsideZudioStar BazaarBataV2 Value & VarietySPARSiyaram'sCheersRoyaloakcult.fitMahindra LogisticsLEAP IndiaJSW SteelArcelorMittalOerlikonUltraTech CementShree Cement

How four of them use Tarsyer

  • Winner ReTech Startup Awards 2024
  • Winner Mahindra Logistics Catapult 4.0

What is Tarsyer?

Tarsyer is edge AI video intelligence, assembled from building blocks to fit each business. It connects to the CCTV cameras a business already owns and runs computer vision models on a small on-premise device, or on a server it already runs, turning live camera feeds into safety alerts, productivity metrics and compliance scores in under a minute. No video is sent to the cloud, and no new cameras are needed.

How it works

Connect. Mark. Switch on. Live in a day.

No POS integration, no IT project, no new hardware beyond one small device per site that plugs into the recorder or cameras already there.

Cameras detected automatically from the existing recorder
1

Connect the device

Plug into your DVR or NVR, or straight into the IP cameras. Every camera is discovered automatically. About twelve minutes.

Drawing tables, counters and doors on a camera view
2

Mark the areas that matter

Outline tables, counters, bins, docks and doors on each camera view. Once, about a minute each.

Choosing which checks to run and who receives each alert
3

Choose who gets told

Switch on the checks you want and pick the recipients. Alerts start the same evening.

Typical single-site install: half a day. Chains roll out region by region, with devices that update themselves and roll back on their own if an update fails.

Why edge

Video stays in the building. Only the answer leaves.

Cloud video platforms upload your footage to process it. Tarsyer processes it where it was captured. That one choice makes a chain more private, more flexible, easier to grow and harder to knock over.

  • Private by defaultNothing to review with IT, because no video leaves the premises and no camera faces the internet.
  • Each site runs what it needsQueue alerts in one store, hygiene in another, PPE on one line only. Set per site and per camera.
  • 10 stores or 1,000, nothing changesEvery site brings its own processing. No central server to upgrade, and a store sends kilobytes of alerts, not gigabytes of video.
  • One device fails, the rest carry onAt sites with more than one device, its cameras move to another and the checks keep running. A fault in one store never touches the rest.
  • Works when the internet does notAlerts in seconds, because nothing waits for an upload. A dropped link delays a WhatsApp message, not the check.
YOUR PREMISES Camera 1Camera 2Camera n Existing NVR / DVR Tarsyer edge device runs all checks Video is processed here and discarded. Nothing is uploaded, nothing faces the internet. alerts & counts WhatsApp / emailDashboardHooter / PA Snapshots and numbers, kilobytes per alert.
Alerts you can act on

Every alert is checked before anyone is disturbed.

A dashboard nobody trusts is decoration. Four layers keep the false alerts out and the real ones moving.

1 · Detect

Models tuned to your site

Detection models trained on real store, kitchen and factory footage, tuned per camera during setup.

2 · Confirm

A second model looks again

A larger vision model re-reads the snapshot before an alert is sent, so a shadow is not a person and a tray is not trash.

3 · Audit

Auditors check the results

Our auditors check a share of every project’s alerts and flag drift before your team notices it.

4 · Learn

One tap to say “not valid”

Anyone can mark a false alert from the message. It disappears from reports and feeds the next model update.

Start small

One site. Thirty days. Then decide.

Pick your busiest outlet or your most difficult plant. We install on the cameras already there and you judge the results on your own numbers.

Day 0

We install

Half a day on site, using your existing CCTV and recorder.

Day 1

Alerts start

WhatsApp and email live, dashboard open for your team.

Day 30

You decide

Roll out to the rest of your sites, pause, or return the device.

Questions

Straight answers.

No. Tarsyer works with the analogue or IP cameras you already have, through your existing DVR or NVR, or directly to IP cameras. Hikvision, Dahua, CP Plus, Secura, TVT and anything that speaks ONVIF are supported.

No. All detection runs inside your premises, on the Tarsyer edge device or on a server you already own. Only alerts, snapshots and counts leave the site. Raw video stays on your network, which is why IT and security teams sign off quickly.

No. Most sites use our small edge device because it needs no IT work, but if you already have a server or workstation on your premises, Tarsyer can be installed on it instead. The checks, alerts and dashboards are the same, and the video still stays inside the building. It needs no graphics card, so an entry-level workstation is enough.

Detection keeps running on the edge device. Alerts queue up and are delivered when the connection returns. Internet is only needed for WhatsApp, email and the dashboard, not for detecting.

A single store or plant typically goes live in a day: connect to the recorder or the cameras, mark the areas that matter on each camera, choose who gets which alert. Chains are rolled out region by region.

Detections are confirmed by a second, larger vision model before they are sent, and auditors check a sample of what goes out. Every alert carries a snapshot, and anyone can mark a false alert with one tap, which feeds back into the model.

Five things: whether it runs on the cameras you already have, whether video leaves your premises, whether detection keeps working when the internet drops, how false alerts are kept away from your team, and whether the AI models inside are licensed for commercial use. The last is easy to miss. Some widely used vision models are free to download, but their licence demands a paid commercial licence, or the vendor's whole product made open source, before they can be sold. Ask for it in writing. Every model that runs on Tarsyer's devices is under a permissive open-source licence that allows commercial use.

A flat monthly fee per site that includes the device, all checks, alerts, dashboards and support. No per-camera or per-alert charges. Ask us for a quote across all your sites.

See it running on your own cameras.

A 30-minute call. Bring a floor plan or a camera list and we will tell you which checks fit, what it costs and how soon it goes live.

Or write to sales@tarsyer.com