[0.3] Production deployment
Deploy
Put AI systems to work.
Integrate proven AI systems into real-world products and operations.
01 Overview
Bring a tested workflow into real operations.
Connect the system to the software and data it will use in production. Plan how to introduce it, what to watch after release, and how to respond if behavior changes.
02 Capabilities
Prepare for day-to-day use.
Integrate with existing software
Define the interface, data flow, and ownership for the systems you are connecting.
Plan the rollout
Choose where to start, which checks a release must pass, and when to expand access.
Review production behavior
Track the signals that matter to operators and agree on how to handle unexpected results.
03 Workflow
From a tested system to a live operation.
Choose the target environment
Map the application, integrations, and operational constraints.
Validate the release
Check the full integration with realistic inputs before widening the rollout.
Observe and improve
Use production feedback to prioritize changes to the workflow or its models.