The challenge
The client came to us with a clear goal — aI flags risky clauses and suggests edits against the playbook. The hard part was deadlines that can't be missed.
Our approach
We started with a short discovery sprint to map the users, the data and the constraints, then moved into weekly cycles with working software in a shared workspace. Product Research, Development, Support and Prototyping ran as one team, so research fed design and design fed engineering without handoffs.
The platform was built on LLM, Workflow and Audit, with automated tests and monitoring from the first release.
The result
Reviews in minutes. The product launched in 23 weeks and we stayed on for the releases that followed — fixing what users tripped over and doubling down on what they loved.
