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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.
Hey Product Hunt! 👋
I built ORYN Analyst to solve a critical issue in modern AI-assisted finance: mathematical hallucination.
Standard LLMs often sound confident while quietly miscalculating compound growth rates, discount factors, and leverage ratios. In private equity, investment banking, and credit risk analysis, an error of 50 basis points ruins an entire investment thesis.
ORYN pairs fast LLM reasoning with strict deterministic quantitative modules:
• Zero-Hallucination DCF: Valuation waterfalls and sensitivity tables are computed using exact algebraic formulas, not predicted tokens.
• Instant Excel Export: Generates structured, audit-ready .xlsx financial workbooks with dynamic projections.
• Credit Indenture Audits: Automated covenant verification (Total Net Leverage, Senior Secured Leverage) against raw credit agreements and 10-Ks.
• Sub-Second Inference: Powered by Groq LPUs running Llama 3.3 70B.
The live interactive demo is free to test at https://oryn-agent.streamlit.app. I’d love your feedback on the valuation waterfall and UI experience!
ORYN Analyst was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #321 on the daily leaderboard. 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.
On the analytics side, ORYN Analyst competes within Fintech, Developer Tools and Artificial Intelligence — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how ORYN Analyst performed against the three products that launched closest to it on the same day.
Who hunted ORYN Analyst?
ORYN Analyst was hunted by Mriganka Bhattacharyya. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of ORYN Analyst including community comment highlights and product details, visit the product overview.
Mriganka Bhattacharyya