Four-agent pipeline: Consult. Assess.
Plan. Execute.

Each agent owns one stage. Outputs move forward as structured inputs; people keep assumptions, approvals, and operating decisions.

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Agent registry: A defined responsibility and boundary for every stage.

Each card lists the agent's inputs, outputs, and current boundary.

Consulting Agent

Agent 01

Live

AI Consulting Strategist

Captures management evidence in self-serve or consultant-configured interviews and hands assessment a synthesis.

Inputs

  • Management interviews
  • Department context
  • Operating evidence

Outputs

  • Structured synthesis
  • Workflow and pain-point evidence
  • Assessment handoff
Current boundary: Recommendations require management and consultant validation; the agent does not replace operating judgment.

Assessment Agent

Agent 02

Live

AI Due Diligence Analyst

Scores six readiness dimensions and produces a risk analysis and investment memo with three scenarios.

Inputs

  • Company profile
  • Consulting synthesis
  • Industry and segment context

Outputs

  • Readiness and risk findings
  • Scenario assumptions
  • Investment memo
Current boundary: Scores and scenarios are decision support, not guarantees of savings, valuation, IRR, or implementation outcomes.

Value Creation Agent

Agent 03

Live, productionizing

AI Value Creation Associate

Benchmarks operating metrics, diagnoses root causes, ranks interventions, and models three exit scenarios.

Inputs

  • Assessment output
  • Operating metrics
  • Benchmark context

Outputs

  • Root-cause diagnosis
  • Ranked intervention plan
  • Three modeled scenarios
Current boundary: Projections depend on supplied metrics and explicit assumptions.

Migration Agent

Agent 04

Live

AI Solutions Architect

Runs supported migration paths, records progress, and raises an approval gate when risk thresholds are crossed.

Inputs

  • Supported migration template
  • Source material and credentials
  • Approved plan

Outputs

  • Migration run record
  • Generated or migrated artifacts
  • Validation result
Current boundary: Execution is limited to implemented paths — no pause and resume, no zero-downtime guarantee.

Handoffs: Evidence moves forward; responsibility stays human.

Context feeds underwriting; underwriting and metrics feed the plan; approved interventions define migration work; measured outcomes check the assumptions.

Stage 1

Consulting Agent

Structured synthesis

Stage 2

Assessment Agent

Readiness and risk findings

Stage 3

Value Creation Agent

Root-cause diagnosis

Stage 4

Migration Agent

Migration run record

Next step: Start with the decision you need to make.

Run an assessment for a readiness view, or book a walkthrough to discuss an engagement.

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Three assessment scenariosHuman approval gatesSupported migration paths