Validate startup claims, interpret industry-specific context and benchmark against their rightful peers globally.
The problem
You spent hours on every startup, but your longlist keeps growing and there's never enough time to go deep on all of them.
THE SOLUTION
What changes when you evaluate with intelligence.
Curious what a one pager evaluation report looks like?
WITH KUANTA
Here's what that looks like in practice.
Before
With Kuanta
Deep evaluation report in minutes
Verified claims that include market context
Benchmarked against competition landscape
Consistent memo quality across all reports
How it works
Our reasoning engine evaluates every claim and benchmarks every metric across ten dimensions.
USER INPUT
Required, one or both
Pitch Deck & Business Plan
Any format is accepted and is structured + prepared for analysis on ingestion.
PDF · PPTX · DOC · XLS
Optional
Any Other Documents
Data room files, market research, financial models, cap tables and other supporting material.
Pitch Deck & Business Plan
PROPRIETARY LAYER
Human-like Reasoning Engine
Team & Founders
Backgrounds, track record, domain depth and founder-market fit.
Qualitative reasoning
Market Opportunity
TAM/SAM sizing, market timing, structural tailwinds and entry dynamics.
Market intelligence
Business Model
Revenue architecture, unit economics, pricing logic and scalability signals.
Economic analysis
Product & Technology
Tech differentiation, build depth, IP defensibility and roadmap credibility.
Technical assessment
Traction & Metrics
Revenue, growth rate, retention, engagement and leading indicators.
Data-driven scoring
Competitive Landscape
Live competitor mapping, positioning gaps and differentiation durability.
Cross-referenced
Customer & GTM
ICP definition, channel strategy, sales motion and acquisition logic.
GTM analysis
Financial Health
Runway, burn discipline, forecast assumptions and capital efficiency.
Financial reasoning
Use of Funds
Runway, burn discipline, forecast assumptions and capital efficiency.
Capital allocation
Operational Readiness
Team structure, execution evidence, process maturity and scaling risk.
Ops assessment
DATA OUTPUT
Evaluate
Executive Summary
Single-page overview for fast internal alignment.
Score summary
Red flags
Verdict
Benchmark
ONE PAGER
Evaluate
Full Evaluation Report
Deep read across all dimensions.
Full narrative
Per-field scores
Comparables
Risk flags
Thesis fit
DEEP DIVE
Frequently asked questions
Why should I not just use an LLM to evaluate a startup?
Generic LLMs tell you what you want to hear. They do not validate claims, access live data, or benchmark against real peers. Kuanta cross-checks every founder claim against external sources, applies 645+ industry-specific metrics and produces a cited, evidence-based report with all key information in just a few minutes.
How do you tackle AI hallucinations?
Every claim in our evaluations is cross-checked against external data sources with integrated monitoring. If something cannot be verified, it is flagged and we give an indicator.
How does Kuanta evaluate startups from different industries?
Kuanta selects the relevant industry framework based on the startup's sector. For instance, a biotech company is evaluated on clinical pipeline, regulatory pathway and IP while a hardware startup is scored on manufacturing readiness, supply chain and unit economics. We have over 645+ industry specific metrics making each evaluation unique.
What does an evaluation report look like?
Kuanta returns a structured report covering team, market, product, financials, traction, and risk, each scored and benchmarked against relevant competition. A spider chart gives you an instant visual overview of where a startup is strong and where it isn't. You can download two versions: an executive summary, and a full report with the complete analysis behind every score.
The pitch decks I want to evaluate are confidential; how do you handle sensitive information?
The documents you upload, come into an isolated GDPR and data privacy compliant environment. We do not store the decks or share this with others for any processing or training.
How do I know where the data in the evaluations is coming from?
Every claim in our reports is accompanied by its source citation, so you can always verify and trace every finding.
Can I customize evaluations to my own needs?
Yes. You can adjust the weighting of the scoring across our different research domains. If you require further customization, we can provide that on request.
What do I need to get started?
You just need a pitch deck or a business plan for the startup that you want to evaluate. Simply login to app.kuanta.ai, upload the pitch deck, and your evaluation is ready within minutes.