Custom AI model development
When off-the-shelf isn't enough, we build bespoke multimodal models: trained on your data, optimised for your hardware, and deployable at the edge.
When you need this. When off-the-shelf models don't fit your use case, hardware budget, or data-control requirements.
What we build
Full perception stack. Identity, state, pose, speech and video understanding: single-signal or fused.
Edge-optimised. Compact, efficient architectures for embedded and neuromorphic-class platforms.
Trained under governance. Strict data governance; training and inference on-prem or on your own infrastructure.
What you get
A tuned model suite. Built to your use case and hardware, not forced from a generic baseline.
An integration path. Delivered via SDK with deployment expertise to run it in the field.
Explainable & validated. Rigorously tested outputs you can interpret and defend.
Teams needing a model built for specific data, hardware and constraints.
AI solution development
We help you integrate trusted, human-and-behaviour AI into your products and workflows: from first proof-of-concept to robust, edge-deployed production systems.
The problem. Most AI pilots stall before production, blocked by hardware limits, data-control requirements, or the gap between a demo and a system that runs reliably in the field.
What we deliver
Scoping and demonstrations. A clear brief built from your problem and constraints, and hands-on demonstrations against your use case, so decisions are made on evidence.
Proof of concept and pilot. A working proof of concept, then a real-world pilot in your environment.
Integration. BeEmotion models integrated into your product, workflow and hardware.
Production deployment. A robust, optimised system on the edge, on your premises or in a private cloud, with the expertise to keep it running in the field.
What we bring
A decade of applied AI. Proven across automotive, aviation, healthcare and security.
Edge & deployment expertise. From prototype platforms through HIL to failsafe production electronics.
Architecture, not just models. We own the path from ideation to a system that works in the field.
Example: passenger flow at an international airport
A passenger-flow and initiative-reporting system built on BeEmotion models. Each camera reports people, flow, dwell, wait and the expression of the faces sampled, drawn over the terminal with the day's flights, and each concourse initiative gets a report on whether it worked. Shown here on simulated history.
Product teams, OEMs and enterprises putting trusted AI into production.
How we work
- Discovery. Start from your problem and constraints: hardware, data, privacy and regulation. Prove value with hands-on demonstrations against your use case.
- Integration. A proof of concept, then a real-world pilot in your environment, integrated into your product, workflow and hardware.
- Deployment. Robust, optimised production on the edge, on your premises or in a private cloud, with the deployment expertise to keep it running in the field.