Enterprise AI Operating Model
Enterprise AI is an operating model, not a center of excellence with a GPU budget.
10 docs tagged with "gain"
View all tagsG.A.I.N
Truth, control, and scale live in the system around the model — not inside it.
G.A.I.N Agents
An agent is a governed workflow with intelligence, not a free-running loop with tools.
G.A.I.N Evaluation
Evaluation is a governed quality gate, not a spreadsheet you open after launch.
G.A.I.N Identity
Identity is the first input to every AI decision, not a header you attach after context is built.
G.A.I.N LLM
The LLM is a governed inference service, not a chat endpoint you paste into every workflow.
G.A.I.N MCP
MCP is a governed capability surface, not a shortcut around enterprise tool policy.
G.A.I.N Observability
AI observability is capture architecture on the request path, not a dashboard you add after launch.
G.A.I.N Prompt
A prompt is a governed contract with structured I/O, not an ad-hoc string in application code.
G.A.I.N RAG
RAG is a governed retrieval subsystem, not a database layer bolted onto a prompt.