Resources
Playbooks for operational context and agent-ready workflows.
Guides and frameworks for teams turning fragmented ops into verified state, evidence-backed actions, and decision logs.
Featured
Core frameworks for ops-led AI teams
Highest-leverage resources for teams building agent-ready workflow state — not generic agent platforms.
- Agent-Ready Workflow Blueprint: workflow map, tool map, context schema, failure points, allowed actions
- From fragments to context packages: state, evidence, missing fields, approvals
- Trust model checklist: decision ledger, review gates, permissions, and retention
Guide
Guide: Moving from AI pilot to production operations
Execution model for context, controls, and phased rollout.
Worksheet
Template: Workflow context mapping worksheet
Map systems, ownership, state transitions, and escalation paths.
Comparison
Comparison: Agent-first vs intelligence-layer-first rollout
Decision framework for avoiding fragile early deployments.
Checklist
Checklist: Enterprise trust controls for AI workflows
Permissions, auditability, review, and change control baseline.
Next step
Start with one workflow.
We map one high-friction operational workflow, show where context breaks, and build an agent-ready operating layer around it — verified state, evidence, allowed actions, and a decision ledger.