Specialized Technology & Emerging Solutions
Computer Vision Integrations
Adding camera-based AI to your operations, such as defect detection, people counting, safety compliance or number plate recognition, integrated with existing cameras and business systems.
Overview
Why it matters
for your business.
CCTV cameras record thousands of hours of footage that nobody watches unless something goes wrong. Quality inspectors on production lines tire and miss defects. Computer vision can watch continuously for specific events, counting, inspecting or flagging, and send structured results to your systems. We integrate these capabilities into real workflows, using your existing cameras wherever possible.
We begin with a clearly defined use case and collect sample images or video from your site to test feasibility. Models are selected or trained, then deployed on edge devices or in the cloud depending on latency, bandwidth and privacy needs. Results feed dashboards, alarms or business systems. Privacy considerations under the DPDP Act 2023 are addressed through masking, retention limits and purpose restrictions.
What's included
- Use-case feasibility study with sample footage
- Trained or adapted vision models
- Edge or cloud inference deployment
- Integration with cameras, VMS and business systems
- Alerting, dashboards and event review tools
- Privacy safeguards and data retention configuration
Outcomes
What changes
for your business.
Ideal for
- Manufacturers needing visual quality inspection
- Warehouses and plants tracking safety compliance
- Retailers and campuses measuring footfall
Consistent automated inspection
Vision models check every item or frame in the same way, supporting quality teams on repetitive inspection tasks.
Safer workplaces
Automated detection of missing helmets or restricted-zone entry helps safety teams intervene sooner.
Data from existing cameras
Footage you already capture becomes structured information on footfall, queues or vehicle movement.
How we deliver
A clear, accountable
process.
Every engagement follows the same disciplined approach, adapted to the size and urgency of your project.
- 01
Validate
We clarify the problem, users and the smallest product that proves your business case.
- 02
Architect
Tenancy, billing, security and scalability decisions are made early and documented.
- 03
Build & launch
Iterative releases get the product in front of real users quickly and safely.
- 04
Grow
Usage analytics, feedback loops and infrastructure tuning guide what you build next.
Ways to work with us
- Fixed-price projectsDefined scope, milestones and deliverables.
- Dedicated teamsAssigned engineers, testers or marketers for ongoing work.
- Time & materialFlexible delivery based on actual effort and resources.
- Monthly managed servicesRecurring application, IT, marketing or infrastructure support.
FAQ
Common
questions.
Something else on your mind? Ask us directly.
Can we use our existing CCTV cameras?
In many cases, yes, especially IP cameras supporting ONVIF or RTSP streams. Camera position, resolution, lighting and frame rate affect accuracy. We assess your cameras during feasibility and recommend repositioning or additional cameras only where they are genuinely needed for the use case.
How do you address privacy when analysing video of people?
We design for minimal data: processing on site where possible, storing events instead of footage, blurring faces when identification is unnecessary and setting retention limits. We help you document the purpose and notices required, consistent with DPDP Act 2023 principles and your internal policies.
Let's talk about Computer Vision Integrations.
Tell us what you need and get a clear plan and proposal, free and with no obligation.