02 — Capability · BC-770.50

AI Platform & Tooling

Provide the shared platform on which models are built, served and tracked and the sanctioned AI tools employees use, with cost, access and lineage under control.

ML Platform
AI Infrastructure
AI Tool Enablement

In scope

Model development and serving platform operations
Model registry and lineage
Compute and token cost management for AI
Approved AI tool provisioning for employees

Out of scope

Underlying compute and storage (see BC-730)
End-user device and productivity tooling (see BC-780)

Realized by · 1

Snowflake · Snowflake Cortexemerging

Used in · 0

Not yet placed on a value stream.

Build it · 1

stack Machine learning platform via BC-770.50.20

Decomposes into · 4

BC-770.50.10AI Platform OperationsRun the shared environments for experimentation, training and inference as a service with capacity, access and support someone owns.
BC-770.50.20Model Registry & LineageRecord every model version with its training data, parameters, evaluation results and approvals, so any prediction can be traced back.
BC-770.50.30AI Cost ManagementMeter compute, token and license consumption by use case and keep each within what its measured value justifies.
BC-770.50.40AI Tool EnablementEvaluate, approve, configure and roll out AI tools for employees, with the data boundaries and usage rules set before the first login.