

Building an AI compliance platform from skeleton to scaled product.
What we did
Product Design
UX Research
Design System
Year completed
Ongoing
Steward is an AI-driven AML platform that helps investment firms automate KYC, KYB, and KYI checks — pulling data from dozens of sources, scoring risk, and routing the work that actually needs human eyes. When Moshe and Arik came to us, Steward had a half-built onboarding flow, a landing page, and a vision sharp enough to fundraise on — but no cohesive system to show it.
We came in to give the product a real spine. The first stretch was tight: build out the application list, the individual case view, and a working onboarding flow ready for investor demos. The harder design problem sat underneath — a workflow engine that lets compliance teams configure onboarding for every applicant type, from solo investors to entities with layered ownership structures. Darina kicked that work off and it became the backbone of the platform. Onboarding had to mirror it perfectly while behaving as its own system.
From there, the product kept growing. We added a task-based dashboard, case management for routing higher-risk reviews to senior reviewers, and an organizational charting view that lets teams see entity structure, risks, and documents in one place — a feature that's become one of Steward's standouts.
A year in, Steward is monitoring compliance across $100B in assets, raised $5M, and turned screening reviews that used to take hours into minutes.










