See a workflow come to life.
Paste a customer request, run the four-step simulation, inspect structured output, and export your result. This is a functional front-end demonstration — it does not call OpenAI, Claude or any external server.
Workflow Simulator.
Deterministic local logic. Your text remains in your browser during this demonstration.
Structured interpretation
Summary
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Rules-based, not LLM generatedDraft for human review
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Transparency: This is a browser-based rules simulation with predefined response templates. No AI API, email delivery, login or backend storage is connected. Nothing is automatically sent to recipients.
Why simulate before integrating AI?
A convincing workflow starts with a clear product contract. This experiment helps us validate inputs, review states, user experience and the shape of outputs without the cost or privacy implications of live model inference.
View proposed API roadmap ↗Local parsing
Keyword patterns classify example requests. This is not a machine-learning model.
Deterministic templates
Categories map to simple review-ready drafts, with no invented business claims.
Human checkpoint
The sandbox exports structured results but does not message customers or execute actions.
Server-side AI next
A later MVP would use API keys on a secure backend, with evaluation, rate limits and audit logs.