Increment 4 — In development
- New documentation site, with an API reference generated directly from the platform’s OpenAPI spec.
Increment 3 — Hosted & multi-tenant
Hosted, multi-tenant platform- Run AcuSight as a hosted service, with every organization’s data fully isolated.
- Sign in with Google, GitHub, or email — new users are routed to the right organization automatically, usually by email domain.
- Bring a device online with a single setup command and a single-use token.
- Devices connect outbound only, so they work behind NAT or a firewall with no open ports or inbound networking.
Increment 2 — MLOps pipeline & fleet management
Data & training- Automatic batching of incoming images, in-browser annotation, and versioned datasets with train / validation / test splits.
- Manage each device’s containers, stacks, and logs directly from the dashboard.
- Fleet and model-health dashboards, with model-drift alerts.
Increment 1 — Foundation
Core platform- Projects, device registration, and the web app.
- Virtual devices for trying the platform end to end without hardware.
- A live, multi-device video wall and recorded playback on a scrubbable timeline.