AI Product Design Case Studies — Ben Woodmansee

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02 → DESIGN

Recent Projects

I'm really excited for you to have a deeper look at some projects. Here is a selection of projects from 2017–2026, spanning agentic systems, generative AI, quantum computing, and design systems. Each card links through to a detailed case study. Some projects remain confidential.

Flint - Natural‑Language‑to‑Application Vibe Coding Platform, 2025 - 26

Led the 0 → 1 design of an internal natural-language-to-application builder. Shipped MVP in 4 weeks and scaled to 500+ users in 12 weeks by redesigning the interaction model around iterative building.

Relay - Designing Supervision Interfaces for AI Agents, 2026

Architected the supervision model and prototype for long-running enterprise AI agents.

AI-Assisted Email Triage, UK Government, 2024

Designed an AI system for a £400M government transformation programme that automates large-scale correspondence workflows while maintaining auditability and policy compliance.

NatWest's Cora+ with Generative AI, 2023

Led design of NatWest’s Cora+ generative AI assistant used by 11M+ customers. Built guardrails and interaction patterns to ensure the system could never hallucinate financial advice.

Dynamic Quantum Optimisation - IBM Quantum, 2024

Designed a quantum optimisation interface translating complex quantum simulations into decision workflows usable by financial analysts.

Project Webglide - Computer-Using Agent, 2025

Designed the interaction layer for a computer-using agent built on IBM’s CUGA framework (#1 AppWorld, #2 WebArena). Focused on supervision patterns for agents operating across real interfaces.

Computer Using Agents

Interaction Patterns

Agentic AI - Assistant, 2024

Agentic AI assistant for finance, enabling real-time transaction queries, dynamic graphs, and multi-agent workflows. Setting the early design precedent for agentic AI and actively used by 5+ account teams.

Script Generation with Generative AI, 2024

AI-assisted conversation design for FTSE100, shipped to production in 8 weeks.

Other Product Design Work

Collection of other project work from 2019 - 2024.

Benjamin Woodmansee is an AI product designer working on frontier AI systems including agent interfaces, computer-using agents, generative AI tools, developer platforms, and human-AI interaction design.