General-purpose LLMs hallucinate market figures and lack deterministic quantitative models. Di11a deploys specialized multi-agent pipelines anchored in empirical census data, verifiable search telemetry, and standard venture capital valuation formulas (DCF, VC Method, Berkus, and Scorecard).
- Zero hallucination protocol: All quantitative estimates are grounded in verifiable census and market baselines.
- Deterministic calculations: Financial models and unit economics are computed algebraically rather than guessed conversationally.
- End-to-end intelligence: Generates complete multi-engine dossiers rather than isolated paragraphs of text.
Trusted by founders, product leaders, and venture analysts evaluating $2.4B+ in market opportunities.
Venture Intelligence Cycle Time
Autonomous multi-agent synthesis collapses manual analyst workweeks into instant, primary-sourced dossiers.
Quantitative Metrics Per Venture
Empirical signals extracted across market demand indices, demographic distributions, unit economics, and competitive radars.
Validation Capital Saved
Replace expensive bespoke research agencies and manual consultants with continuous autonomous intelligence.