AI software and personal-assistant teams
Add dedicated capture to an existing AI product
The product problem
The customer already has users, workflows, or a beta service but needs reliable hardware and native device lifecycle.
Audream approach
Audit the current identity, data, and processing boundaries; retain the viable foundation; add a recorder platform, native apps, production APIs, and agent interfaces behind explicit gates.
Evidence produced
- Existing-product architecture audit
- Device-to-app state model
- Production API and observability plan
- Market-specific compatibility matrix
