Generic AI summarizes noise. Financial intelligence moves capital and faces auditors.
That was the throughline at Today’s Databricks Financial Services Forum in Toronto. Four customer talks, every one landing the same point.
RBC Capital Markets’ Aiden Research, presented by Michael Tran, is a masterclass in agent decomposition. A suite of specialized agents – QuickTakes, Earnings, Financial Modeling, News, Notetaker – scaling ticker coverage from 1,450 to 2,500 with no quality drop. 60% faster insights. Euromoney’s #1 Bank for Research in North America, 2025.
The platform story: Unity Catalog as one governance layer across tables, files, PDFs, models, and agents – federating Snowflake, BigQuery, Oracle, SAP. Lakebase bridging operational Postgres and analytical Delta / Iceberg. Agent Bricks turning agent assembly into a managed product.
Roshni Joshi made the platform story click: Unity Catalog as one governance layer across tables, files, PDFs, MCP, models, and agents – federating Snowflake, BigQuery, Oracle, SAP. Lakebase closing the gap between operational Postgres and analytical Delta / Iceberg. Genie putting enterprise context in plain language. Lakewatch breaking the legacy SIEM cost model. The fragmented data + AI estate isn’t permanent – it’s the problem the platform is built to dissolve.
The framing that hit the hardest: an agent is a system, not a model. Choose the brain, give it knowledge, give it tools, govern it. The reasoning engine is the commodity. The moat is enterprise context and the governance wrapped around it.
Sadique Syed (Manulife), Ozge Yeloglu (CIBC), and Jharna Deshmukh (GoreMutual) all made the same point from different angles: regulation isn’t a blocker, it’s the enabler. ~70% of major bank tech projects are driven by it.
Watching our AI and Analytics Director Guillaume Colley take the Cavallo TechnologiesInc stage and walk the room through Vantage Bank Texas’ AI Loan Policy Assistant – production on Databricks at 94% accuracy – was the highlight. His honest take on PoC -> Production (evaluation, optimization, CI/CD, AIOps) said the part most agentic conversations skip out loud: the demo working is the easy part.
OSFI E-23 lands May 1, 2027. That window separates firms that built for governance from those bolting it on.
That’s exactly where Cavallo plays crucial part. Canada’s most certified Databricks partner, 100% onshore. We’ve shipped production AML screening, KYC, loan assistants, and transaction monitoring for banks, insurers, and capital markets firms.
A genuine question for the FSI folks reading this: is your team treating E-23 as a compliance program, or as a chance to consolidate model governance? Curious where the room is.
If Unity Catalog, agentic PoC -> production, or E-23 readiness is on your 2026/27 roadmap, comment or DM, happy to connect you with the right people on our team.
