Panagiotis Angelos Dimitrelis@pandim

The Problem Mining due diligence is dangerously siloed, expensive, and slow. Geological, environmental (ESG), and financial teams evaluate projects independently. Because of this, a fatal ESG flaw—such as unresolvable acid rock drainage or impossible indigenous consent pathways—is often discovered only after millions of dollars are wasted on early-stage drilling. Investors need a way to instantly cross-validate the physical, environmental, and economic realities of a prospect before deploying capital. The Solution C.O.R.E. AI (Collaborative Operational Risk Evaluator) is a multi-agent AI pipeline that simulates an expert mining C-suite. Powered by CrewAI, it ingests raw prospect data and runs parallel evaluations via a Geologist, an Environmental Engineer, and an Economist. Finally, a Chief Operating Officer (COO) agent synthesizes these reports, checking for contradictions, to issue a definitive, institutional-grade "PROCEED" or "REJECT" stage-gate verdict in seconds. Target Audience Mining executives, institutional investors, project financiers, and private equity firms who require rapid, rigorous risk assessment to make early-stage capital allocation decisions. Unique Features & Benefits • Genuine "REJECT" Capability: Standard AI defaults to optimism. Our COO agent applies a strict six-point fatal-flaw test. If the geology doesn't support the capital plan, or an ESG risk is unresolvable, the AI actively kills the project to preserve capital. • Cognitive Routing: Tasks are routed to optimal models via cloud inference. Mixtral manages complex ESG regulatory frameworks, Qwen handles numeric financial modeling, and Llama 3.3 drives executive synthesis. • Quantified ESG Risk: Environmental hazards aren't just flagged; they are converted into explicit CAPEX/OPEX penalties within the economic model. • Executive Dashboard: A premium UI featuring interactive ESG Risk Radars and downloadable JORC-aligned reports.

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