From ideas to audited outcomes.
Assembly Line is a staged workflow for turning intent into shipped work. It structures PRDs, specs, checklists, assignments, and audits — all with stable IDs and repo links.
Every idea passes through a strict, human-in-the-loop progression. Traceable at every step.
Capture raw intent and convert it into a structured product requirements document.
Expand the approved PRD into deep technical and design specifications.
Break the specification down into actionable, binary checklist items.
Route checklist items to specific teams and individuals for execution.
Automatically link progress back to code repositories, branches, and PRs.
Compare what was intended vs. what shipped, and measure the real-world impact.
Workflows, artifacts, and tasks all have stable identifiers so you can trace from idea to release notes seamlessly.
Link tasks to branches, commits, and PRs. Let MCP‑enabled tools fetch tasks, attach context, and update status directly.
Compare PRDs and specs against what shipped and use Analytics Engine to measure impact where data is wired in.
Turn messy threads into structured, versioned PRDs and actionable plans.
Work from clear checklists and tasks that stay permanently linked to code.
See how intent, execution, and outcomes connect across all missions.
Deploy Assembly Line and bring structure to your AI workflows.