Enterprise AI Operating Model
Enterprise AI is an operating model, not a center of excellence with a GPU budget.
11 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 Governance
AI Governance is the enterprise control system that makes Responsible outcomes, Regulatory obligations, and AI risk management real in production.
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.