How Capital Markets Finance Protects Balance Sheet Returns

Summary

Capital markets finance must protect returns on a balance sheet exposed continuously to market, funding, and liquidity risk, while funding costs, capital consumption, and liquidity needs can change intraday. Fragmented desk P&L, treasury, and risk data require shared business context, with ontology and governance linking numbers to desks, products, positions, funding, capital, and permissions. Databricks’ Genie One is presented as a data-smart AI coworker that lets authorized finance users investigate governed data, trace emerging funding or profitability issues, and surface the definitions and source evidence behind capital and valuation figures. One top global bank reduced regulatory data processing for liquidity reporting from 10 hours to 8 minutes, while pricing, funding, risk, and capital decisions remain with accountable people.

Takeaways

1. 1

   FRTB standardized-approach effects on market-risk capital requirements depend on portfolio composition, jurisdiction, and modeling approach.

2. 2

   Genie One can trace intraday funding usage and collateral movements to the positions, desks, and trades driving changes, rather than waiting for a periodic report.

3. 3

   Genie One does not make pricing, funding, or capital decisions; those decisions remain with desks, treasury, and risk, while authorized finance users investigate and coordinate next steps.