Senior AI engineering for founders, without a full-time hire.
Your product needs computer vision, edge AI or a private AI assistant. We help you find out whether it can work, build the first version on real hardware, and leave your future team code they can run. Every project is led by our founder.
Where founders usually are
- You have an idea and need to know if the AI part is feasible before you raise or hire.
- You need a working prototype to show users, pilot customers or investors.
- Your product has to run on a device, or keep user data private.
- You are choosing between AI vendors, models or contractors and want an independent opinion.
- Your team is strong but new to AI, and you want someone senior to check the plan.
Ways to work with us
Feasibility check
A short, fixed-scope study of the AI part of your idea on real data and hardware. You get a written go / no-go and what it would take.
Prototype build
A working version on your target device, measured and documented, ready to demo and built so your engineers can take it over.
Technical review
An independent look at your AI plan, model, vendor or codebase, with clear risks and recommendations.
Ongoing advisor
Regular reviews and calls while you build your team and product, so AI decisions get a senior second opinion.
What you get
- Working code and the trained model
- A clear report of what works, what doesn't and why
- Documentation your next engineer can follow
- Straight advice, including when AI is not the answer
What we build into products
- Computer vision that recognizes people, objects, actions and key moments in images and video.
- Edge AI that runs on small devices such as NVIDIA Jetson, so the product works offline and keeps data private.
- Private AI assistants and agents that run on your own servers instead of a public AI service.
- Video features such as personal highlights, previews and thumbnails, at a fraction of the usual computing.
Documented results.
Systems we have built and measured, each with the evidence linked.
Personal video highlights, made on the viewer's own device
A viewer picks what they care about and gets a fast-forward summary of a long video, made on a small device. The video and the viewer's preferences never go to a server.
Read about EdgeVidSum
A private AI assistant that never leaves your building
Modern AI assistants (DeepSeek-R1, LLaMA 3.2) running on a small NVIDIA Jetson computer on your own desk, with a familiar chat window, so documents and questions stay in-house.
Read about Private AI assistants
Catching online threats to children before they escalate
A team of AI agents that reads messages close to the user, spots grooming and exploitation aimed at minors, and steps in within a tenth of a second, without sending private conversations to the cloud.
Read about EdgeAIGuardQuestions from founders
We are pre-funding. Can we start small?
Yes. A feasibility check is deliberately small and fixed in scope, so you get an answer before committing more time or money.
Can you work with our existing engineers?
Yes. We can build alongside them, review their work, or hand over to them with code and documentation they can follow.
What if our product should use the cloud, not a device?
That is fine. We specialize in AI that runs on devices and on your own servers, and we will tell you if a cloud service is the better choice for your product.
Tell us about your product.
What it should do, who uses it and where it runs. A short email is fine. You'll get a reply from the founder.
Not sure yet? A two-line email is fine; we'll ask about the rest. All services
A helpful first email covers
- What you need to detect, find or decidepeople or vehicles in video, key moments, a risky message, answers from documents
- Where it has to runthe camera, sensor, Jetson or server you have, or plan to buy
- The conditionsindoor or outdoor, light, network or none, data that must stay on site
- Timeline and how you will judge successa demo or investor date, a proposal deadline, an accuracy target
- gmujtaba@koraiio.com
- Founder
- Dr. Ghulam Mujtaba
- Work with
- Government teams and founders
- Based in
- Denver, Colorado