Designing AI Agent for Financial Analysis

Oluwatosin

Oluwatosin Ayenuro

Decisional - AI Agent for Financial Market

Decisional is an AI platform that automates financial due diligence, data extraction, and memo creation for mid-sized financial firms. After 8 months of user feedback, the team aimed to rebuild the product around power user workflows, transparent AI, and a more fluid, modern interface. I led the end-to-end product design effort—from framing the problem to delivering production-ready design systems.
When I began this project, Decisional faced several challenges with the existing platform: ‍Complex Information Architecture: Platform handles multiple data formats (PDFs, Excel, Word, PowerPoint) while needing to keep everything organized and accessible. ‍Power User Experience: Unlike consumer AI products, Decisional needed sophisticated capabilities for finance professionals without overwhelming them. ‍Source Transparency: Users required clear links between AI-generated insights and original source materials - critical for trust in financial analysis. ‍Balancing Real Estate: Decisional required multiple interfaces (source viewers, AI memos, spreadsheets, chat) to coexist without feeling cramped

Outcome

A full redesign deployed across sign-up, dashboard, and core Knowledge Engine. Unified design system and flexible layout for source panel and Decisional AI assistant. +35% trial-to-signup conversion (tracked via onboarding funnel updates). ‍ Time-to-first-insight cut by 60% through faster ingestion and search supported with a product tour experience for first time users
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Posted May 23, 2025

Decisional is an AI platform that automates financial due diligence, data extraction, and memo creation for mid-sized financial firms.

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