The evaluation workflow is streamlined for speed and depth, delivering comprehensive results in as little as five to fifteen minutes following submission of the initial idea details, pitch materials, or audio notes. The core engine deploys four specialized agents—Team, Market, Business, and Risk—to analyze the submission in parallel, augmented by preliminary web research. Subsequently, an internal debate between Optimist and Pessimist agents stress-tests all underlying assumptions, ensuring that both inherent strengths and hidden vulnerabilities are thoroughly exposed before final synthesis.
The resulting deliverable is not merely a set of numbers, but an actionable strategic briefing. Beyond the 0-100 Potential and Readiness scores, users receive detailed rationales for each dimension, a transcript of the adversarial debate, a risk ledger, and, most crucially, a set of five specific, prioritized next steps necessary to bridge the gap between the current state and fundability. This output is structured to be shareable with investors or internal stakeholders, providing a defensible, evidence-based framework for strategic decision-making.

