AI/ML platform that ingests free-form application text and auto-generates structured datasets, AI-driven executive summaries and quantitative scorecards against custom eligibility and merit criteria, reducing manual assessment work by up to 90% with ~99% accuracy. Applied across government grants, banking, mining, universities and venture capital for application screening, assessment, due diligence and automated data capture.