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ORYN Analyst

Autonomous BFSI financial intelligence & DCF agent

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ORYN Analyst is an autonomous financial intelligence agent built for investment banking, PE, and credit research. Powered by Groq Llama 3.3 70B and deterministic quant modules, ORYN automates 5-year DCF modeling, loan covenant audits, and dynamic Excel exports with zero mathematical hallucination. Fully white-labelable on Streamlit.

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PH · launched Oct 19, 2026 · 1 upvote (top 67%)

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Could you build this?

Partial The LLM orchestration, UI, and Excel export are vibe-codeable, but credible 5-year DCFs and covenant audits require correct finance logic, validation against real models, and domain judgment that vibe coding won't supply.

What it would actually take: The deterministic quant modules (DCF, covenant tests, ratio calculations) must be built and independently validated against accepted models and real deal data. Credibility for BFSI users requires a finance professional to review formulas, edge cases, and audit trails. The LLM layer is the easy part; the trustworthy math and domain QA are the hard part.

Competitors

Other products that read as similar to this one : 191 launches clear the similarity bar, closest 8 shown.

Attention rank: #97 of 192 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 348 days after the earliest competitor.

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