The Workbench

Where autonomous organizations are engineered.

Six modules, each with its own agents, tools, and outputs. Every module hands off cleanly to the next.

M-01

Discover

Find where autonomy pays.

Tools
  • · Opportunity Agent
  • · Value/Risk matrix
  • · Portfolio ranker
Outputs
  • · Opportunity brief
  • · Ranked backlog
Live · Opportunity ranker
  • —FNOL intake€58k · R2
  • —Grant eligibility€22k · R5
  • —Invoice triage€34k · R1
M-02

Design

Compose human/agent workflows.

Tools
  • · Workflow Agent
  • · Handoff canvas
  • · Reversal designer
Outputs
  • · Workflow spec
  • · RACI
Live · Workflow composer
Handoffs · 1
M-03

Build

Stand up inspectable agents.

Tools
  • · Prompt Agent
  • · Guardrail library
  • · Eval harness
Outputs
  • · Agent package
  • · Eval report
Live · Prompt bench
You are a triage specialist. Return {tier, reason, confidence}.
Eval score78
M-04

Govern

EU AI Act, oversight, audit.

Tools
  • · Governance Agent
  • · Tier classifier
  • · Audit ledger
Outputs
  • · Risk register
  • · Evidence pack
Live · EU AI Act classifier
TierMinimal-risk
M-05

Measure

Value, not activity.

Tools
  • · ROI Agent
  • · Outcome dashboard
Outputs
  • · Monthly value view
Live · Outcome sparkline
Latest58
M-06

Improve

Close the loop.

Tools
  • · Adoption Agent
  • · Drift monitor
  • · Retro canvas
Outputs
  • · Retro digest
  • · Promotion plan
Live · Retro engine