Beyond Bots: Daniel Jordan on AI in Revenue-Based Financing (Wayflyer)

Beyond Bots: Bryce Crawford on AI in Cash Management (Meow)

Beyond Bots: Ilia Zintchenko on Transaction Classification AI (Ntropy)

Beyond Bots: Nare Vardanyan on Data Enrichment & AI (Ntropy)

AI in Fintech: Beyond Bots Podcast Series

# Beyond Bots, Sponsored by Ntropy

The "Beyond Bots" series, sponsored by Ntropy, explores how AI and large language models (LLMs) are creating tangible impact in financial services, moving past the hype to examine real-world applications. Ntropy, which specializes in unlocking the power of unstructured data through detailed enrichment for financial transactions and information, anchors the series with perspectives from both its CEO, Naré Vardanyan, and CTO, Ilia Zintchenko. Zintchenko dives into how Ntropy leverages LLMs to revolutionize financial data standardization, including insights on AI stack choices and reliability optimization. Vardanyan offers a broader view of how AI and LLMs are transforming the financial services landscape, emphasizing practical outcomes over speculative promises.

The series also features leaders from adjacent fintech companies who are applying AI in distinct ways. Daniel Jordan from Wayflyer discusses how AI is transforming eCommerce funding, sharing perspectives on the real impact of AI on financial services and growth strategies. Bryce Crawford, CTO at Meow, contributes his own exploration of AI's transformative role in financial services, again with a focus on real-world impact beyond the prevailing hype. Together, these conversations paint a picture of an industry where AI is being deployed not as a novelty but as a core driver of operational improvement, data intelligence, and strategic growth.

Collectively, the "Beyond Bots" series provides a grounded, practitioner-led perspective on AI adoption in fintech. By bringing together founders, CTOs, and CEOs who are actively building with these technologies, the series offers valuable insights into the practical challenges and opportunities of integrating AI into financial products and services.