RobinettIndustries
In development

Business Workflow Engine

A reusable execution system that turns real-world business processes into explicit, executable, observable workflows.

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The problem

Business processes live in people's heads, email threads, and spreadsheets. Nobody can see what is running, what it is waiting for, or where it failed — so exceptions consume the organisation and nothing improves.

Where AI is used

AI interprets ambiguity — what does this message mean, what is being asked for, what appears to be missing. It never decides what happens next, holds no tools, and its output cannot enter workflow state unless it matches a declared schema.

Deterministic rules own the operational decisions, and every evaluation is recorded with the inputs it read. Humans retain authority over anything consequential.

generic-request-v1
  1. 1UnderstandAI
  2. 2Structuredeterministic
  3. 3Deciderules + AI
  4. 4Approvehuman
  5. 5ExecuteAPIs / software
  6. 6Verifysystem

What it is made of

Versioned workflow definitions with explicit states, transitions, and completion criteria

Requirements that block progression until the information actually exists

Deterministic rules that own operational decisions

Bounded AI agents that propose, with schema-validated output

Human tasks that hold execution until the right person acts

Idempotent actions through adapter contracts

Failures as explicit workflow state, with retry and manual recovery

An immutable event log and full execution trace