Interactive tools

Inspect the workflow before the build.

These browser-only tools make assumptions, failure paths and AI boundaries visible. They use synthetic data and do not call external systems.

Toolbox

Four small demos for automation decisions.

Use them to understand economics, reliability controls, document extraction and explainable routing.

Estimate released capacity, net monthly value, payback and break-even volume while keeping assumptions visible.

Trigger synthetic timeouts, duplicate webhooks, bad AI output and rate limits to see safe recovery patterns.

Turn invoice text into structured fields with schema, arithmetic and exception-routing checks.

Follow a fake lead through validation, categorisation, deterministic scoring, routing and human review.

Need a real assessment?

Bring an SOP, screen recording, workflow export or sample run history and I’ll help separate deterministic, AI-assisted and human-owned work.