Research & Development
Building the AI products our clients will need next.
A portion of our engineering capacity goes into internal research - so when something new is required, we're already most of the way there.
Where our researchers are spending their time.
We fund a portion of our engineering capacity on internal R&D - so that when a client needs something the industry hasn't shipped yet, we're not starting from scratch.
Multimodal agents
Agents that combine vision, language, and tool use - so a single workflow can see a document, read it, decide, and act.
Edge & on-device inference
Sub-50ms inference on constrained hardware. Quantization, distillation, and model architectures that survive the trip to the edge.
Continual learning
Systems that improve from production feedback without forgetting - paired with the evaluation harness to know when they have.
Wearable AI - Meta Glasses and Apple Vision Pro.
We're building active R&D into the next generation of spatial, always-on AI experiences - targeting Meta Glasses and Apple Vision Pro as the platforms where ambient, multimodal AI will actually live. Tiny models, careful power budgets, and the interaction patterns that come with always-on intelligence.
- Meta Glasses - building spatial, always-on AI experiences for the next generation of smart eyewear.
- Apple Vision Pro - immersive AI workflows for spatial computing, multimodal interaction, and contextual UX.
- Ambient health sensing - vitals, sleep, and recovery signals on consumer wearables.
- Voice-first interfaces - low-latency, private, on-device for hands-free experiences.
- Inference under power budgets - model design for milliwatt hardware.
How our research shows up in client work.
Faster prototyping
Internal experiments become reusable starting points - so day-one delivery moves faster.
Pre-vetted architectures
We hit hard problems on our own time first. Clients inherit the answers, not the dead ends.
Production-ready patterns
Eval harnesses, deployment scaffolds, and observability are built once and reused everywhere.
Let's build what's next - together.
Whether you have a brief or just an idea, we'll help you scope a path from concept to production - with compliance built in.