AI Solutions
Vision and voice AI for local conditions.
Image and video analysis, number-plate recognition, inspection, and Bangla speech recognition and transcription.
Status: An active investment area: computer vision for traffic, land and infrastructure, and Bangla speech AI for public services.
Overview
Cameras and recordings produce more data than any team can review. Off-the-shelf models are trained on other countries: other traffic, other plates, other languages.
This is one of our investment areas for 2026 and 2027. We are building computer vision for traffic, land and infrastructure, and Bangla speech recognition for public services, using local footage and local speech. We will publish case studies here as projects are delivered.
In practice
What we are building
Investment area. Illustration, not a delivered system.
What we deliver
Scope of work.
- Number-plate recognitionIncluding Bangla plates, for enforcement, tolling and access.
- Traffic and site video analyticsCounts, classification, violations and change detection.
- Visual inspectionDefect detection for infrastructure and production lines.
- Bangla speech recognitionTranscription of calls, hearings and meetings.
- Voice assistantsVoice interfaces for citizen and customer services.
- Edge deploymentModels on local servers where bandwidth is limited.
How we deliver
Our process.
Questions
Common questions.
Have you delivered vision or voice projects?
This is an investment area. We will be clear about what is in pilot and what is in production when we discuss your project.
Do you work with existing cameras?
Often, yes. We check camera quality and positions first.
Does footage leave our network?
No. Processing can run on local servers.
Is there human review?
Yes. Enforcement or decisions are confirmed by a person.
More in AI Solutions
Talk to us about your project.
We reply within 4 hours. Priority requests within 1 hour. Meetings on Zoom, Microsoft Teams or Google Meet.