Most teams start with one agent and quickly drown in complexity. The Kingdom Framework gives you a clear way to think about different agent roles, how they coordinate, and what rules they follow inside your organization.
Executes well-scoped tasks and workflows with clear rules and checklists.
Monitors states, routes work between agents, and keeps processes moving.
Manages retrieval, context, and long-term knowledge across tools and documents.
Probes external data sources, aggregates findings, and surfaces insights.
Enforces policies, approvals, and guardrails before actions are taken.
Communicates with external systems, services, and legacy software.
In a real kingdom, no one wakes up each day wondering who they are and what they are allowed to do. Agents should be the same. Statefulness gives your AI systems identity, memory, and boundaries so they behave predictably inside your organization.
Same inputs yield same results
Track every state transition
Controlled access and permissions
Identify existing and potential agent roles in your business.
Assign them to archetypes in the Kingdom Framework.
Define their powers, boundaries, and tools.
Implement stateful workflows and orchestrations.
Monitor, evaluate, and refine over time.