𝐈𝐧𝐭𝐞𝐫𝐯𝐢𝐞𝐰 🎙️ 𝐅𝐢𝐧𝐚𝐧𝐜𝐞 𝐢𝐬 𝐚 𝐰𝐨𝐫𝐥𝐝 𝐨𝐟 𝐫𝐞𝐩𝐞𝐚𝐭𝐚𝐛𝐥𝐞 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐞𝐬 - Gen AI breaks that assumption

🔔 𝐇𝐢𝐭 𝐒𝐔𝐁𝐒𝐂𝐑𝐈𝐁𝐄 𝐛𝐮𝐭𝐭𝐨𝐧 𝐚𝐧𝐝 𝐛𝐞 𝐭𝐡𝐞 𝐟𝐢𝐫𝐬𝐭 𝐭𝐨 𝐠𝐞𝐭 𝐧𝐞𝐰 𝐯𝐢𝐝𝐞𝐨𝐬 🎬 𝐒𝐭𝐚𝐲 𝐭𝐮𝐧𝐞𝐝 𝐨𝐧 𝐮𝐩𝐜𝐨𝐦𝐢𝐧𝐠 𝐯𝐢𝐝𝐞𝐨𝐬 𝐜𝐨𝐯𝐞𝐫𝐢𝐧𝐠 𝐯𝐚𝐫𝐢𝐨𝐮𝐬 𝐚𝐬𝐩𝐞𝐜𝐭𝐬 𝐨𝐟 𝐟𝐢𝐧𝐚𝐧𝐜𝐢𝐚𝐥 𝐦𝐚𝐫𝐤𝐞𝐭𝐬, 𝐭𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐲, 𝐡𝐞𝐚𝐥𝐭𝐡𝐜𝐚𝐫𝐞, 𝐚𝐫𝐭𝐢𝐟𝐢𝐜𝐢𝐚𝐥 𝐢𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐚𝐧𝐝 𝐦𝐨𝐫𝐞! Join us on this journey of knowledge and innovation at the BERYL ELITES conference!

On May 2 we interviewed Peter Hafez, Chief Data Scientist at Marbella, Spain based RavenPack for an exclusive deep dive into AI-powered financial research. 𝐁𝐢𝐠𝐝𝐚𝐭𝐚.𝐜𝐨𝐦 𝐢𝐬 𝐚𝐧 𝐀𝐈-𝐩𝐨𝐰𝐞𝐫𝐞𝐝 𝐟𝐢𝐧𝐚𝐧𝐜𝐢𝐚𝐥 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦 𝐟𝐫𝐨𝐦 𝐑𝐚𝐯𝐞𝐧𝐏𝐚𝐜𝐤, launched in 2024. It acts like a “𝘊𝘩𝘢𝘵𝘎𝘗𝘛 𝘧𝘰𝘳 𝘍𝘪𝘯𝘢𝘯𝘤𝘦,” letting professionals analyze vast amounts of financial information using natural language.

Maxine Hoover of The Beryl Consulting Group asked Peter the hard questions:

🔹 Your work sits at the 𝐢𝐧𝐭𝐞𝐫𝐬𝐞𝐜𝐭𝐢𝐨𝐧 𝐨𝐟 𝐍𝐋𝐏, 𝐦𝐚𝐜𝐡𝐢𝐧𝐞 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠, 𝐚𝐧𝐝 𝐪𝐮𝐚𝐧𝐭𝐢𝐭𝐚𝐭𝐢𝐯𝐞 𝐟𝐢𝐧𝐚𝐧𝐜𝐞. What drew you to this intersection, and how has the thesis evolved?

🔹 𝐑𝐚𝐯𝐞𝐧𝐏𝐚𝐜𝐤 𝐰𝐚𝐬 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐧𝐞𝐰𝐬 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐟𝐨𝐫 𝐟𝐢𝐧𝐚𝐧𝐜𝐢𝐚𝐥 𝐦𝐚𝐫𝐤𝐞𝐭𝐬 𝐥𝐨𝐧𝐠 𝐛𝐞𝐟𝐨𝐫𝐞 "𝐀𝐈 𝐢𝐧 𝐟𝐢𝐧𝐚𝐧𝐜𝐞" 𝐛𝐞𝐜𝐚𝐦𝐞 𝐚 𝐜𝐚𝐭𝐞𝐠𝐨𝐫𝐲. What are the hardest-won lessons from those earlier years that still shape how you and the team build today?

🔹 𝐓𝐡𝐞 𝐚𝐥𝐭𝐞𝐫𝐧𝐚𝐭𝐢𝐯𝐞 𝐝𝐚𝐭𝐚 𝐢𝐧𝐝𝐮𝐬𝐭𝐫𝐲 𝐢𝐬 𝐦𝐨𝐯𝐢𝐧𝐠 𝐚𝐰𝐚𝐲 𝐟𝐫𝐨𝐦 𝐩𝐨𝐥𝐢𝐬𝐡𝐞𝐝 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐛𝐚𝐜𝐤 𝐭𝐨 𝐫𝐚𝐰 𝐝𝐚𝐭𝐚. Why is that happening now, and who benefits more from the shift — buyers or vendors?

🔹 𝐅𝐢𝐧𝐚𝐧𝐜𝐞 𝐢𝐬 𝐚 𝐰𝐨𝐫𝐥𝐝 𝐨𝐟 𝐫𝐞𝐩𝐞𝐚𝐭𝐚𝐛𝐥𝐞 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐞𝐬: rebalances, reports, risk runs — where determinism is a requirement. Gen AI breaks that assumption. How do you reconcile those two worlds?

🔹 𝐅𝐢𝐯𝐞 𝐲𝐞𝐚𝐫𝐬 𝐟𝐫𝐨𝐦 𝐧𝐨𝐰, 𝐰𝐡𝐞𝐫𝐞 𝐢𝐬 𝐭𝐡𝐞 𝐫𝐞𝐚𝐥 𝐦𝐨𝐚𝐭 𝐢𝐧 𝐟𝐢𝐧𝐚𝐧𝐜𝐢𝐚𝐥 𝐀𝐈: data, models, distribution, or something else — and how is Bigdata.com positioning for it?

𝐁𝐢𝐠𝐃𝐚𝐭𝐚.𝐜𝐨𝐦 𝐨𝐟𝐟𝐞𝐫𝐬 𝐚𝐜𝐜𝐞𝐬𝐬 𝐭𝐨 𝐨𝐯𝐞𝐫 𝟐𝟎 𝐲𝐞𝐚𝐫𝐬 𝐨𝐟 𝐝𝐚𝐭𝐚—𝐢𝐧𝐜𝐥𝐮𝐝𝐢𝐧𝐠 𝐧𝐞𝐰𝐬, 𝐞𝐚𝐫𝐧𝐢𝐧𝐠𝐬 𝐜𝐚𝐥𝐥𝐬, 𝐟𝐢𝐥𝐢𝐧𝐠𝐬, 𝐚𝐧𝐝 𝐦𝐚𝐫𝐤𝐞𝐭 𝐬𝐞𝐧𝐭𝐢𝐦𝐞𝐧𝐭—and allows users to deploy custom AI agents to automate research tasks like portfolio monitoring and trend detection.

For a look at our impressive lineup of past panels and speakers 💡 covering both public and private markets, 𝐯𝐢𝐬𝐢𝐭 𝐨𝐮𝐫 𝐁𝐞𝐫𝐲𝐥 𝐄𝐥𝐢𝐭𝐞𝐬 𝐜𝐡𝐚𝐧𝐧𝐞𝐥, 𝐧𝐨𝐰 𝐰𝐢𝐭𝐡 ~𝟐,𝟎𝟎𝟎 𝐯𝐢𝐝𝐞𝐨𝐬 𝐚𝐧𝐝 𝟏𝟎𝟎,𝟎𝟎𝟎 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞𝐫𝐬, including managers, allocators, investment bankers, and members of the buy & sell side community.

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Видео 𝐈𝐧𝐭𝐞𝐫𝐯𝐢𝐞𝐰 🎙️ 𝐅𝐢𝐧𝐚𝐧𝐜𝐞 𝐢𝐬 𝐚 𝐰𝐨𝐫𝐥𝐝 𝐨𝐟 𝐫𝐞𝐩𝐞𝐚𝐭𝐚𝐛𝐥𝐞 𝐩𝐫𝐨𝐜𝐞𝐬𝐬𝐞𝐬 - Gen AI breaks that assumption канала Beryl Elites