Engineering services

Custom AI video analytics — built by the team behind Kalytera VMS

We build the video technology inside Kalytera — object detection, camera integrations, and streaming pipelines — and we take on client projects that need the same engineering, delivered on your infrastructure.

ONNX object detection in production
detection running 24/7 on live cameras
RTSP → WebRTC / HLS
sub-second browser live view
ONVIF · Hikvision · Dahua · Axis
native multi-brand integrations
Windows & Linux
self-hosted, your data stays yours

What we build for clients

Fixed-scope projects or ongoing engineering — always with a working first milestone on your own streams.

Custom AI video analytics

Object detection on your existing cameras: person and vehicle detection, custom object classes, zone intrusion, line crossing, loitering, people counting. Alerts delivered to webhooks, email, or your own systems — with snapshot evidence and tuned false-positive rates.

  • Works with RTSP / ONVIF streams you already have
  • Runs on-premises — CPU or GPU, no cloud required
  • Threshold tuning on your real footage
Camera & VMS integrations

Integrate IP cameras into your product or platform: discovery, live streaming to the browser (RTSP → WebRTC / HLS), recording pipelines, PTZ control, and event subscriptions across ONVIF, Hikvision, Dahua, and Axis.

  • One clean API over multiple camera brands
  • Low-latency browser playback without plugins
  • Battle-tested against real hardware in our lab
Detection model training & tuning

Custom-trained object detection models on your own footage and object classes, delivered as ONNX with integration sample code, honest accuracy metrics, and deployment tuning for your hardware.

  • Dataset review and labeling guidance
  • Validation against held-out footage from your cameras
  • CPU / GPU inference optimization
Kalytera customization & white-label

Deploy Kalytera VMS for your sites or ship it under your brand: installation, camera onboarding, custom features, integrations with your existing systems, and ongoing support retainers.

  • Faster and cheaper than building custom from zero
  • OEM / integrator licensing available
  • Direct line to the people who wrote the code

How we work

You see working software before committing to the full project.

1
Scope call

A free 20-minute call to understand your cameras, infrastructure, and what "done" looks like. You get a written fixed-scope proposal.

2
Proof milestone

The first milestone always proves the critical path on your own streams — detection firing, video in the browser, or a baseline model with real metrics.

3
Delivery & support

Documented code in your repository, deployment on your servers (Windows or Linux, Docker optional), and an optional monthly support retainer.

Tell us about your project

A couple of sentences is enough — cameras, goal, and timeline. We reply within 24–48 hours on business days.

Want to see the quality first?

Everything we offer as a service is running inside our own product — download it and judge for yourself.