Intelligent systems that see, understand and act
Cognix Vision designs and engineers AI-powered video products — from city-wide surveillance and traffic management to analytics that turn every camera into a sensor.
Our platform
Cognix Vision VMS — every camera, one screen
Cognix Vision ITMS Central — every junction, one control room
Cognix Vision FRS — know who is on site
Our own video management software, running in production today. Browser-based, multi-site, and built to stay responsive as camera counts grow.
Our traffic management central server. ANPR reads, helmet and speed violations from every junction sync back to one place, searchable by number plate, camera or date.
Face recognition for access, attendance and watchlists. Live matching against enrolled persons, with alerts for unknown faces and VIP or blacklist hits.
Role-based sign-in for admins, operators and view-only users. System health at a glance — cameras online, storage, recent events and service status. Multi-tile camera wall with groups, cycling, tour and one-click full screen. Scrub the 24-hour timeline, jump to a timestamp, bookmark and export a clip. Analytics events by severity, with clip preview, CSV export and PDF reporting. Storage, cameras, users and analytics settings — retention rules per drive. Chain of custody: who viewed or downloaded which footage, with uptime and backup status.
Live camera wall Multi-site groups Recording & playback Event alerts Audit trail
Captcha-protected sign-in, with a separate installer entry point for field engineers. Control centre view: junctions online, cameras live, unacknowledged events and recent activity. Pick any junction from the tree and open its cameras in a 1×1 up to 6×6 wall. Every ANPR read and violation with plate crop, speed, priority, clip and acknowledgement state. Timeline shows what is on the central server and what is still only at the junction, then export MP4. Junctions, cameras, zones, analytics, retention and FIFO, storage, roles and branding in one place. Filterable system log by module and level — every action, who did it and from which IP.
Junction & camera map ANPR number plate search Violation events Central + junction recording System logs
Image-captcha sign-in with per-user roles for security, HR and reception desks. Cameras online, watchlist alerts, unknown faces and system load — plus a live face stream. Assign cameras to a single, quad or full-screen matrix and watch matches land in real time. Search every detection by person, camera, watchlist or attribute — or upload a photo to find that face. Peak hours, repeat visitors and detection trends across days, weeks and months.
Person enrolment Watchlists & alerts Attendance & access Visitor logs Face search
Live view & camera wall
1x1 to multi-tile layouts, full-screen mode, cycling and tour so operators watch what matters.
Archive & playback
Scrub recorded footage, jump by timestamp, bookmark incidents and play multiple channels together.
Events & alerts
Live event feed with camera up/down status, so a dropped stream is noticed in seconds, not hours.
Map view
Cameras plotted on a site map so a control-room operator can go from location to feed in one click.
Multi-site groups
Organise cameras by branch, plant or city. Each group starts, stops and records independently.
Configuration & logs
Camera onboarding, retention rules, user roles and a full audit log of who did what, when.
Role-based access
Admin, operator and viewer roles with per-group permissions, plus licence management built in.
Dashboard & operations
System health, storage use and stream statistics on one page — before anyone has to ask.
What we do
Six capabilities, one delivery standard
Take one on its own or combine them into a full product team — the engineering discipline does not change.
Computer Vision
Detection, recognition, OCR, quality inspection and video analytics tuned to your environment and running at the edge or in the cloud.
YOLOOpenCVEdge AI
AI & Machine Learning
Predictive models, forecasting, recommendation engines and LLM-powered assistants trained on your own data and workflows.
PyTorchLLM / RAGMLOps
Web Development
Fast, accessible, SEO-ready websites, portals and dashboards — from marketing sites to complex internal platforms.
ReactNode.jsNext.js
Mobile Applications
Cross-platform Android and iOS apps with offline support, clean UX and native performance where it matters.
FlutterReact Native
Cloud & DevOps
Containerised deployments, CI/CD pipelines, monitoring and cost-efficient infrastructure on AWS, Azure or GCP.
DockerKubernetesCI/CD
Data & Analytics
Pipelines, warehouses and decision dashboards that turn scattered operational data into a single, trustworthy view.
ETLPower BISQL
How it fits together
One stack, from camera to decision
Most of our systems follow the same spine. That is why they integrate cleanly and stay maintainable years later.
Capture
Cameras, sensors, forms, ERP exports — whatever your data already lives in.
Process
Cleaning, enrichment and streaming pipelines that run without babysitting.
Infer
Vision and ML models deployed at the edge or in the cloud, with drift monitoring.
Decide
Dashboards, alerts and rules that put the answer in front of the right person.
Integrate
APIs into your ERP, CRM or MES so action happens where work already happens.
Industries
Built around your sector’s bottleneck
The technology is general. The problem never is — so we start from the process, not the toolkit.
Manufacturing
Catch defects before they leave the line
Vision-based inspection running at line speed, plus predictive maintenance that reads sensor patterns and raises a work order before a machine fails. Operators get one screen, not five.
- Surface and dimensional defect detection
- Machine downtime prediction and alerting
- Shop-floor OEE dashboards
Retail
Know what the store floor is actually doing
Existing cameras become a measurement layer — footfall, queue length, dwell time and shelf gaps — feeding a store-performance view that managers check daily instead of monthly.
- Footfall, conversion and dwell analytics
- Shelf availability and planogram checks
- Queue and staffing optimisation
Logistics
Track the fleet, not just the invoice
Live vehicle tracking, route replay, driver scoring and digital proof of delivery in one platform — web for the control room, mobile for the driver.
- Real-time tracking and geofencing
- Route optimisation and fuel analytics
- Digital PoD with offline capture
Finance Operations
Stop retyping what a document already says
OCR combined with an LLM validation layer reads invoices, purchase orders and forms, checks them against your rules, and posts clean entries into the system of record.
- Invoice and PO extraction with validation
- Exception queues for human review
- Straight-through posting into ERP
Why Cognix Vision
Engineering partners, not just vendors
We start with your business problem, not a technology wish list. Every engagement begins with a short discovery phase so the solution we build is measured against outcomes you actually care about — cost, speed, accuracy, revenue.
- Senior engineers on every project — no hand-offs to juniors after the pitch
- Transparent weekly demos and a shared board you can check any day
- Clean, documented code you own outright at handover
- Post-launch support, monitoring and iteration built into the plan
100%
Code ownership
Source, models and documentation handed to you at the end — no licence lock-in, no black boxes.
2 wk
Release cadence
A working increment every fortnight, demonstrated live. You course-correct early, not at handover.
24/7
Monitored systems
Alerting, logging and model-drift checks so problems surface before your users report them.
0Products on one platform
0Industries with a defined deployment pattern
1Shared event pipeline and audit log
0Footage forced into a public cloud
How we work
A process that removes surprises
Four clear stages, fixed checkpoints, and nothing hidden between them.
Discover
We map your workflow, data and constraints, then agree on what success will be measured by.
Design
Architecture, UX flows and a working prototype so you can react to something real, early.
Build
Two-week sprints with live demos, automated testing and continuous deployment.
Scale
Launch, monitor, tune and extend — with SLAs and a roadmap for the next quarter.
Client voices
What working with us feels like
“They understood our shop-floor reality before writing a single line of code. The inspection system paid for itself inside six months.”
RM
R. MehtaPlant Head, Manufacturing
“Weekly demos meant there were no nasty surprises at the end. The dashboard is now the first thing our regional managers open.”
SK
S. KulkarniOperations Director, Retail
“Clean code, clear documentation, and a team that answers the phone. Our in-house developers took over without friction.”
AV
A. VermaCTO, Logistics Startup
Insights
Notes from the build floor
What we have learned deploying AI into environments that were not designed for it.
Guide
Why most computer vision pilots never reach production
Lighting, camera placement and label quality decide more outcomes than model architecture. A field checklist.
Technical note
Edge or cloud: choosing where your model should run
Latency, bandwidth cost and data-residency rules, compared with a simple decision table.
Playbook
Scoping an AI project so the budget survives
How to size a pilot, what to measure, and when to stop — written for non-technical sponsors.
Let’s build
Ready to turn your data into decisions?
Tell us what is slowing your business down. We will come back with an honest view of whether technology is the right answer — and what it would take.