MODELCATALOG

Assist → Integrate → Transform, with controls and reusable platform capabilities maturing in parallel.

TRANSFORMATION ROADMAP

From Copilots to Controlled Agency

Do not jump directly to autonomy. Increase workflow responsibility as controls, evidence, tooling, and operating maturity improve.

H1

Assist

0–6 months

Prove value with low-risk, human-led use cases while building common foundations.

Example initiatives

  • Knowledge search
  • Summarization
  • Research assistants
  • Metadata discovery

Platform capabilities

  • Model gateway
  • RAG
  • Identity / entitlements
  • Prompt standards
  • Logging
  • Basic evaluation
H2

Integrate

6–18 months

Embed AI into business and analytical workflows.

Example initiatives

  • Variance analysis
  • Document workflows
  • Case investigation
  • AI-assisted data queries

Platform capabilities

  • Workflow orchestration
  • Governed tools/APIs
  • Evidence store
  • HITL
  • Advanced evaluation
H3

Transform

18+ months

Enable controlled agentic and semi-autonomous workflows.

Example initiatives

  • Multi-system agents
  • Exception-driven operations
  • Agentic research
  • Controlled execution

Platform capabilities

  • Stateful agents
  • Tool registry
  • Policy engine
  • Action controls
  • End-to-end observability
Assist → Augment → Integrate → Orchestrate → Selectively Automate