Evidence Assembler

Cross-cutting utility for gathering evidence from your business plan

What It Does

Searches your business plan sections for evidence that supports a specific claim. Returns existing evidence, partial matches, missing gaps, reference hints, and suggested language. Lightweight keyword matching — no LLM calls required.

Agent

Dobby

Accessible to all 6 agents

Category

Utility

~3 minutes

Invoke

@evidence-assembler

How It Works

  1. 1
    Extract search terms — removes stop words from the claim and combines with any additional keywords you provide
  2. 2
    Search BP sections — calculates relevance using keyword density, term coverage, and proximity scoring
  3. 3
    Find reference hints — matches search terms against 8 reference modules (Innovation Matrix, BP Elements, Financial Modeling, etc.)
  4. 4
    Assemble the package — categorises evidence as existing (relevance ≥ 0.4), partial, or missing, then generates suggested language

Evidence Strength Levels

Strong

3 or more high-relevance matches found across your BP

Moderate

At least 1 high-relevance match found

Weak

Only partial matches — evidence exists but lacks depth

None

No matching content found in any BP section

Reference Modules

The assembler cross-references against these knowledge areas:

Innovation Matrix

PMF, FMF, BMF, Fortune, Impossible Triangle

BP 7 Elements

Executive summary, products, market, competitors, team, financial

Financial Modeling

Revenue, cost, forecast, LTV, CAC, burn rate

Endorsement Process

UKES, Envestors, Innovator International, ILR

Interviews & Pitch Decks

Interview questions, pitch presentations

Caseworker Checklist

Home Office compliance and assessment

Business Plan Template

Format, structure, outline templates

Interview QA Guide

STAR-Q method preparation

Tips

  • Be specific with claims — the more precise your claim, the more targeted the evidence search
  • Add extra keywords — supplement the claim with domain-specific terms for better matching
  • Use target sections — narrow the search to a specific BP section if you know where evidence should live
  • Check suggested language — the assembler generates ready-to-use phrases that reference your existing evidence

Related

Caseworker Readiness Checker

Uses similar keyword matching for checklist auditing

All Skills

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