Compact assistants
Define a focused user journey and evaluate candidate behaviour using realistic examples from your business.
Microsoft / Open-weight models
Phi
Microsoft’s small-model family includes specialised and multimodal releases for task-focused applications.
FROM MODEL TO PRODUCTUseful intelligence
Useful intelligence
needs a useful system.
Start with a narrow task and evaluate the relevant model against practical resource limits. Add retrieval or deterministic processing when they improve reliability more than increasing model size.
POTENTIAL APPLICATIONS
Multimodal experiments
Connect the relevant information and controls so users can inspect, correct and act on the result.
Controlled inference
Build a measurable prototype before extending the capability into a wider production workflow.
WHAT WE WOULD VALIDATE
ENGINEERING AROUND THE MODEL
POSSIBLE APPLICATION CONTEXTS
Fictional concepts where this family could be evaluated. These are not deployed integrations.
LET’S BUILD WHAT’S NEXT
Start with the task. Find the right model.
Tell us what you want to make possible. We’ll start with the problem and find the right next step.