01
Controls are scattered across agent code
Permissions, budgets, logging, approvals, and model routing are inconsistent or duplicated.
Implementation service
Agent Control Plane Implementation
Build the operational layer that makes agent behavior constrainable, observable, attributable, and reversible across models, tools, and orchestration frameworks.
EnterpriseGovernmentPartners
Triggers
Use this service when
The engagement is appropriate when one or more of these conditions is blocking a decision.
02
No one can reconstruct a consequential action
Agent identity, parent task, policy result, tool call, approval, and outcome are not linked.
03
The team needs provider and framework flexibility
Operating controls are coupled to a single model API or orchestration library.
What the engagement does
Scope and client-owned artifacts
The scope is narrowed to one decision boundary and a representative system slice.
- Agent and delegated-task identity
- Scoped tool and data entitlements
- Policy decision points and enforcement
- Model, provider, and tool routing rules
- Token, time, retry, and external-call budgets
- Trace, event, metric, and evidence pipeline
- Human approval and consequential-action gates
- Kill switch, containment, and rollback paths
- Operational dashboards and runbooks
How the work proceeds
Delivery sequence
Each step can narrow the next one as evidence changes the system understanding.
Select the bounded workflow
Choose one swarm where the control surface can be proven end to end.
Define the control contract
Specify identities, policies, budgets, evidence, approvals, and stop conditions.
Build the minimum control plane
Implement shared services and adapters without absorbing business logic.
Integrate and exercise failures
Test provider outage, tool denial, budget exhaustion, stale state, and emergency stop.
Harden operations
Document ownership, monitoring, incident response, change control, and rollback.
Boundaries
Commercial boundaries
Explicit inclusions and exclusions keep the engagement decision-focused.
Included
Inside the boundary
Work that is expected within the agreed system and decision scope.
- One bounded production workflow
- Control services and integration adapters
- Operational evidence and dashboards
- Runbooks and handoff
Excluded
Outside the boundary
Work that requires a separate decision, scope, authority, or engagement.
- A generic commercial platform product
- Unlimited integration coverage
- Replacement of all existing security systems
- Autonomy beyond approved policies
Start with a bounded decision
Scope the smallest system that can prove the decision.
Bring public-safe context about the workflow, agents, data, tools, authority, current evidence, and decision date.