Evidence-Based Reports

A score you can explain. Evidence you can check.

See how each team scored, what drove the result, and what to ask next. You make the final call.

An overall score with a dimension radar, linked to deck slides — Market TAM and Traction MAU
  • Skip the first readStart with the report, not the raw deck.
  • Up to 40 hours savedAcross 100 decks, that can save a full week of reading.
  • Review all decks at onceDecks are processed in parallel, not one by one.
Beyond the number

Explain the score. Defend the decision.

EvalLense shows what shaped the score and links each finding back to the deck. Your team can defend the shortlist, explain the feedback, and know what to ask next.

Anatomy of the report

One report.Three layers.

Start with the summary. See what shaped the score. Walk into the room with the right questions.

  1. 01Project SummaryThe fast read: what the project does, how it scored, where it looks strong, and what to verify live.
  2. 02AI Score ReportSee what shaped the score, how each judge contributed, and how every dimension affected the result.
  3. 03Questions for Live Q&AReady-to-use questions, ranked by priority and linked to the dimension each one tests.
EvalLense report evidence map — Project Summary, AI Score Report, and Questions for Live Q&A, with findings linked back to pitch-deck slides
Grounded, not opaque

Every finding links back to a slide

The report is built to be checked. Each score comes with what supports it and what lowers it, and every finding points to the slide it came from — so a claim reads as an observation, not an opinion.

  • What supports, what lowers

    Each dimension lists the concrete signals that raised or reduced its score.

  • Linked to the slide

    Every finding cites the exact slide — number, title, and note — so you can open it and check the claim against the source.

  • Built for live Q&A

    See where a deck is thin before the team is in the room.

A pitch-deck slide (Slide 07) linked to the supporting and lowering evidence behind its score, with a verify-live cue
Deck completeness

See what the deck never covered

The report checks which core sections are present, thin, or missing, then shows the severity and the dimension affected. It’s a review signal, not a verdict.

  • 10 core sections

    Present, thin, or missing

    Problem, Solution, Market, Business Model, Traction, Team, Roadmap, Financials, Ask, and Other — each checked for presence and depth.

    • ProblemPresent
    • SolutionPresent
    • MarketThinP3 Market
    • Business modelPresent
    • TractionThinP4 Traction
    • TeamPresent
    • RoadmapPresent
    • FinancialsMissingP5 Viability
    • AskThin
    • OtherPresent
    • info
    • warning
    • critical
  • Severity

    Every gap ranked by severity

    Each gap is marked info, warning, or critical and linked to the dimension it affects.

  • Not a fact-check

    Missing does not mean false

    Completeness flags missing or thin coverage. It does not validate the claim itself — that remains a human judgment.

Across the review

One report, from first read to final record

The same report supports preparation, selection, feedback, committee decisions, and the final record.

Before reviewReviewer prep
What you know

A briefed first read — walk in already knowing each deck's strengths, gaps, and what to ask.

During shortlistingShortlist discussion
What you can defend

Compare teams on the same structured basis, not gut feel.

After reviewFounder feedback
What you can share

Give every team concrete, structured feedback — not just a yes or no.

Before the committeeCommittee prep
What you bring

Bring a defensible, evidence-linked basis for the decision.

After the decisionBatch archive
What you keep

Keep a clear record of how every team was evaluated.

Get started

AI prepares. You decide.

See a real report on your own deck — book a demo and walk through a full evaluation report: summary, reasoning, and the questions to ask live.