Benchmark any inbound platform instantly.
Transform chaotic, unverified pitch decks into dense, standardized performance scoreboards. Screen, audit, and rank incoming deal flow using an objective multi-model AI evaluation engine built for institutional capital allocators.
Architected for Complete Comparative Integrity.
Normalized Four-Axis Grading
Every startup asset is rigorously evaluated across four identical operational vectors—User Experience (UX), Growth Velocity, Risk Profile, and Investor Readiness. A stack of DICE reports reads like a structured portfolio review, not a collection of fragmented pitches.
Multi-Model Consensus Engine
Claude, GPT, Gemini, and Perplexity evaluate the asset's structural footprints independently. DICE aggregates the absolute consensus, monitors the score spread, and highlights exactly where the models conflict.
Grounded Market Context
Reports are compiled directly from the live product interface—including crawled public pages and authenticated behind-the-login user journeys. We map your target asset side-by-side against three to five real-market competitors.
An Investment Committee Sheet You Can Read in 10 Seconds.
Nimbus Notes
Strengths
- Best-in-class onboarding mechanics drive a 62% Day-7 user activation curve.
- Native conflict-free offline synchronization is fully active.
- An integrated template marketplace generates 18% of total top-line revenue.
Risks
- Enterprise administrative access controls remain thin.
- Android feature parity lags significantly behind the iOS user base.
- Infrastructure token costs compress free-tier margins on the AI layer.
Standardizing the Founder Handshake.
Founders use DICE to benchmark their operational metrics, generate verified scoreboards, and manage outreach through an automated tracking playbook. When a founder reaches out to your fund, they arrive with a graded product, validated competitive intelligence, and a clear capital ask—never a vague, cold email paragraph.
What's inside every report
One document, same structure every time — so a stack of DICE reports reads like a portfolio review, not a pile of pitch decks.
- Executive summary and thesis
- Scoreboard — UX · Growth · Risk · Investor
- Strengths, weaknesses and concrete fixes
- Competitive Market Intelligence (CMI)
- Investor vs. consumer read
- Multi-model ensemble consensus and disagreements
- Verdict — Strong Buy through Pass
Deploy the DICE Filter Across Your Inbound Pipeline.
We build customized white-labeled intake infrastructure for institutional venture funds, accelerators, and syndicates seeking a repeatable first-pass deal screen. Reach out directly to configure your fund's dedicated evaluation node.