An AI engineering partner for government programs and primes.
Koraiio LLC is a U.S. small business in Denver, Colorado. We build computer vision and AI that run at the edge or on premises, deliver the technical work in research programs, and test AI claims independently. Every project is led by our founder.
Where we fit
- A research topic needs a small business to lead it, or a specialist to deliver the AI work package.
- The AI has to run at the edge, on a vehicle or a site with poor or no connectivity.
- Sensitive documents, messages or imagery cannot go to a public cloud service.
- A vendor or performer claims an accuracy you need checked independently.
How we can work together
Lead a research proposal
We can propose as the prime on research programs such as SBIR and STTR, and write and deliver the technical work.
Join your team
A defined technical work package inside your proposal or contract, with deliverables written into the agreement.
Feasibility study
A short, fixed-scope answer on whether an AI approach can work on the hardware and data you have, before a program commits to it.
Independent evaluation
We test a vendor's or performer's AI claims on your data and report what holds up, as measured.
What we build
- AI at the edge, for sites and vehicles with poor or no connectivity Edge AI deployment →
- Private language models and agents that keep sensitive documents and messages on premises Private AI assistants →
- Computer vision for imagery and video: detect, track and find the moments that matter Computer vision →
- Independent tests of a vendor's or performer's AI claims Technical review →
Why a small specialist
- The engineer who scopes the work does the work: every project is led by our founder, a Ph.D. engineer and IEEE Senior Member.
- Results are measured on the target hardware and reported as measured.
- Our methods are published in peer-reviewed venues, so reviewers can check how they work.
- Code, models and documentation are delivered so your team, or the next performer, can continue.
Registration details and a capability statement are available on request. Ask for them.
Documented results.
Systems we have built and measured, each with the evidence linked.
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 EdgeAIGuard
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
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 EdgeVidSumQuestions from government teams
Can Koraiio prime an SBIR or STTR proposal?
Yes. Koraiio LLC is a U.S. small business and can propose as the prime on programs such as SBIR and STTR, or join another company's team as a subcontractor with a defined work package.
Can the systems run without an internet connection?
Yes, that is what we design for. The models run on edge computers such as NVIDIA Jetson or on your own servers, so they keep working on disconnected or restricted networks.
How do you handle sensitive data?
We design systems so data stays on hardware you control, and we work within your program's security requirements. Tell us what applies and we will say plainly what we can and cannot support.
Where can we find your registration details?
They are available on request, together with a capability statement. Email gmujtaba@koraiio.com and we will send them.
Tell us about the program or the problem.
A topic number, a problem statement or a rough idea is enough to start. 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