Use case

AI enhancement

Don't replace your cameras — make them think. Nsight runs on top of any IP camera (ONVIF / RTSP / mDNS), turning a passive recording fleet into an active reasoning system in days.

The problem

Most facilities have 30+ cameras nobody watches.

Rip-and-replace projects die in procurement. Meanwhile, the existing fleet sits there recording — capturing every incident, surfacing none of them.

What we hear, every week
  • Camera fleets refreshed every 7–10 years; AI upgrades shouldn't wait that long
  • Mixed-vendor environments break most analytics platforms
  • Cloud-only AI is too slow, too expensive, too fragile for real operations
  • On-prem analytics boxes need a rack, a UPS, and a full-time admin
Capabilities

What Nsight does here.

The pieces that make this use case work — built on the same edge hardware, agents, and console that power the rest of the platform.

Universal camera support

ONVIF, RTSP, mDNS discovery. Axis, Hikvision, Hanwha, Dahua, Bosch, Avigilon, Reolink — all natively.

Edge-first NPU compute

Fan-less Sentinel appliance does the reasoning locally. Sub-3s alerts even with bad internet.

Mixed-vendor friendly

One fleet, many camera brands. No vendor lock-in, no rip-and-replace, no compromise.

Zero-touch updates

Models tuned for your scenes, pushed automatically. New capabilities, no downtime.

Bringing it online

From legacy fleet to reasoning system, in a week.

  1. 01
    Day 1

    Discover

    Sentinel auto-discovers every camera on the network. ONVIF / RTSP / mDNS, no manual entry.

  2. 02
    Day 1–2

    Connect

    8 minutes per camera to connect, calibrate, and start streaming to the agent.

  3. 03
    Week 1

    Tune

    Iris reviews a week of footage and tunes the models for your scenes, angles, lighting.

  4. 04
    Live

    Operate

    First verified alerts within 24 hours of go-live. Full coverage in under a week.

By the numbers

What teams running AI enhancement on Nsight see.

0
Cameras replaced
8 min
Per-camera setup
95%
Existing fleets supported
<24h
To first verified alert

Capex deferred, not blown

Avoid the 5–7 figure rip-and-replace. Run AI on hardware you already own.

Cameras become sensors

Every existing camera starts producing operational signal, not just storage cost.

Live in a week

Pilot one site end-to-end in days. Scale to the rest of the fleet on your terms.

Best for

Who lives in this use case.

Teams who get the most out of ai enhancement typically operate in environments where coverage, speed, and an audit trail all matter at the same time.

Enterprise refresh deferralsMixed-vendor fleetsMulti-site rolloutsPilot-then-scale buyers
Ready to see Nsight in action?

Book a demo.

Book a 20-minute walkthrough. We'll show you the agents, the console, the rules engine, and how Nsight fits into your environment.

What happens next
1
Quick intro call

20 minutes. We meet, scope your sites and goals.

2
Live product walkthrough

We show the agents in action, the console, and how Nsight fits your environment.

3
Pilot in one week

One site, end-to-end, no rip-and-replace. You decide what's next.