Content Pipeline

How agent work flows into your living business plan

What It Does

The Content Pipeline connects agent output to your business plan. When an agent produces content — a market analysis, a financial forecast, an executive summary — it flows automatically into the right section of a continuously-assembled “living” business plan.

This means your business plan is always up to date. Every time an agent writes or revises a section, the assembled plan reflects the latest version instantly.

How It Works

  1. 1
    Agent produces content — an agent works on a task and generates a deliverable (e.g., Hermione writes a competitive analysis).
  2. 2
    Section is updated — the deliverable is linked to its business plan section and the section status progresses (draft → review → complete).
  3. 3
    Living BP assembles — the Living Business Plan service re-assembles all 7 sections into a complete document.
  4. 4
    Website updates — the Project Website receives real-time updates via SSE and displays the latest content.

Living Business Plan

The Living BP is a continuously-updated assembly of all 7 business plan sections. Unlike a static export, it reflects the latest state of your work at all times.

Always Current

Every section revision is immediately reflected in the assembled plan.

Agent-Aware

Agents are injected with the current state of the Living BP so they can write content that fits with existing sections.

Coherence Checking

A coherence validator checks for consistency across sections, flagging contradictions or gaps.

Export Ready

Export the assembled plan to PDF or DOCX at any point.

Assessment Integration

When content changes, the assessment orchestrator can automatically trigger a new 4F evaluation. Gaps identified by the assessment are converted into actionable tasks on the Kanban board, creating a feedback loop:

Agent writes content → Living BP updates → Assessment runs → Gaps found → Tasks created → Agent addresses gaps → ...

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