AI Agent Roadmapping: Board-Ready Deliverable in 3 Weeks

A financial services firm knew their operations had processes where AI could reduce cost and improve speed. But they lacked the internal capability to assess where to start, how to evaluate build versus buy options, or how to sequence implementation without creating compliance risk. Previous conversations with technology vendors had produced proposals that were either too generic or too expensive to take seriously at board level. They needed clarity, not another pitch.

Strivolabs spent two weeks embedded with the client's operations and technology teams, mapping every high-volume, rule-based process across their workflow. We identified use cases with the highest return and the lowest implementation risk, assessed their existing tech stack for integration points, and designed a phased rollout that led with quick wins and deferred the more complex builds until confidence and capability were established. The output was a structured board document with timelines, cost estimates, risk assessments, and clear ownership for each phase. No jargon. No padding.

The board approved the roadmap in full at first presentation. Phase one implementation began within 30 days of delivery. The client now has a clear 18-month AI implementation plan that their compliance, operations, and technology teams all signed off on before it reached the board. The engagement has since extended into implementation support for phase one.