Machine intelligence architecture and agentic swarm operations

Services

Engagements for machine intelligence architecture, swarm control, and reliable operations

Start with a decision that can be accepted, rejected, or narrowed. Each engagement leaves client-owned architecture and evidence.

EnterpriseGovernmentPartners

Service ladder

Six starting engagements

The sequence can stop after any phase. Implementation is not assumed until the evidence supports it.

3 weeks

Machine Intelligence Readiness Sprint

Baseline the workflow, architecture, authority, data, tools, risks, and representative scenarios before production or material expansion.

  • System and authority map
  • Scenario baseline
  • Risk and dependency register
  • Proceed / narrow / remediate / stop decision
View scope

4–6 weeks

Agentic Swarm Architecture Blueprint

Design the roles, task graph, memory model, tool boundaries, control-plane responsibilities, and reversible delivery sequence.

  • Swarm topology
  • Control-plane design
  • Memory and event contracts
  • Implementation sequence
View scope

6–8 weeks

Swarm Evaluation & Release Gates

Implement a repeatable evaluation program for outcomes, coordination, safety, cost, latency, recovery, and human review.

  • Scenario fixtures
  • Evaluation harness
  • Failure and replay tests
  • Release scorecards
View scope

8–12 weeks

Agent Control Plane Implementation

Build the policy, identity, routing, observability, approval, budget, and shutdown layer around one bounded swarm workflow.

  • Policy enforcement
  • Agent identity and entitlements
  • Trace and evidence pipeline
  • Operational controls
View scope

3–6 month initial term

Machine Intelligence Operations Office

Maintain recurring architecture decisions, evaluation health, incidents, vendor changes, control standards, and executive visibility.

  • Monthly control review
  • Release and incident oversight
  • Architecture decision maintenance
  • Portfolio risk reporting
View scope

2 working days

Joint Discovery Workshop

Test fit and define a proposal-ready workstream without requesting extensive free architecture or presales.

  • Public-safe discovery
  • High-level system map
  • Workstream boundary
  • Next-scope recommendation
View scope

Comparison

How the engagements relate

A smaller engagement should reduce uncertainty before a larger commitment.

EngagementBest triggerDecision producedCommercial shape
Readiness SprintA pilot, agent, or workflow is approaching production or consequential expansion.Proceed, narrow, remediate, or stop.Fixed scope after discovery
Swarm BlueprintMultiple agents must coordinate work across tools, data, and authority boundaries.Approved architecture and sequence.Fixed scope after discovery
Evaluation & Release GatesChanges cannot be compared or blocked consistently.Inspectable release process.Fixed scope or phased implementation
Control Plane ImplementationA bounded swarm needs enforceable operational controls.Production-ready control surface for the selected workflow.Milestone-based implementation
Operations OfficeArchitecture, releases, incidents, and vendors need recurring oversight.Monthly and quarterly operating decisions.Initial term with defined cadence
Discovery WorkshopA buyer or partner must test fit and workshare quickly.Proposal-ready next scope or a documented no-go.Fixed workshop

Start with a bounded decision

Use the smallest engagement that can change the decision.

The scope is narrowed until acceptance criteria, exclusions, dependencies, and authority are explicit.

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