The challenge
Boutique investment banks live and die on the quality and speed of their analysis, but the talent required to produce that analysis is scarce and expensive. The opportunity was to use AI to extend the firm's analytical capacity across deal screening, market research, and document review, while operating inside the disclosure, supervision, and recordkeeping obligations of a FINRA-registered broker-dealer.
What we built
An AI-driven analysis platform integrated with the firm's existing data sources, designed from the ground up around regulatory requirements. Document analysis, comparable-company screening, and synthesis tasks that previously took analysts days were compressed into hours. Every model interaction was logged. Sensitive deal information remained inside controlled environments. The platform extended the team's reach without putting the license at risk.
"From gathering information to exercising judgment."
The outcome
The bank's analysts moved from spending the majority of their time gathering and processing information to spending it on judgment and client work, the work that actually drives revenue. The platform became a durable capability rather than a one-time experiment.