Data ownership
Your operational images and deliverables remain governed by the agreed project terms.
One accountable delivery system
From line footage
to a live decision.
LinkAI connects consulting, data design, model development, deployment, and maintenance. Each phase ends with a concrete artifact your team can review and approve.
2-week PoC availableExisting cameras supportedEdge or cloud
VISION AI DELIVERY ARCHITECTURE
Data packets move from the line into inference. Reviewed misses return through the upper feedback path.
CAMERA FEED
BOUNDING BOXES
FEATURE MAPS
EDGE DECISION
FEEDBACK LOOP
Select a system handoff to inspect its data, model, and operating output.
PROJECT READINESS PLANNER
Turn plant constraints into a starting scope.
Choose the inputs you already have. The planner recommends a commercial entry point and the work required before model acceptance.
Definition of done
Evidence before scale.
A production release is approved against shared accuracy, latency, coverage, and operating criteria. No black-box handoff.
What your team receives
Production use-case and camera-fit brief
Training, validation, and edge-case dataset plan
Measured model benchmark with acceptance criteria
Edge, cloud, or hybrid deployment architecture
Operator workflow, dashboard, and alert design
Launch checklist, handover, and improvement backlog
Deployment choice
Run inference close to the line, in managed cloud, or across both environments.
Change control
New variants and thresholds enter a visible improvement backlog before release.
READY TO SCOPE THE FIRST LINE?