
This was a high profile central government service with large amounts of money at stake, a lot of unknowns, and an MVP that could not rely on permissions or unique role types.
01
Three Types of Users, One Simple Tool
Lead assessors, general assessors and policy teams all needed different things. Lead assessors needed enough information to prioritise work and keep oversight, general assessors needed to find work, and policy teams needed oversight. The MVP had no permissions or unique role types, so it had to be a low-complexity tool that worked for everyone.
02
Sparse Knowledge of the Process
We started with very little knowledge of how work was allocated and overseen. That meant forming hypotheses first, then running experiments and asking questions to learn what assessors actually needed, from stats and constituency to asset type and ways of showing progress.
03
Ambition Versus What the Data Could Support
Some of the most useful ideas did not survive contact with the data model. Constituency was too risky as free text, and score differences were not supported at all, so we prioritised with the tech team before testing again and landed on what could realistically ship in an MVP.

I worked across research, design and code, testing with policy designers and assessors and then prioritising with engineering so the MVP was both useful and buildable.
01
Testing & Iterating Designs With Real Assessors
Researched the designs with policy designers, assessors and lead assessors. This showed that knowing how many applications were left against a deadline was helpful, funding requested was a good signal of complexity and profile, asset type was a useful way to understand complexity, and search was needed to find projects.
02
Prioritising With Engineering
Spoke with the tech team to prioritise before testing again. Constituency was dropped as free text with a risk of incorrect data, score differences were not supported by the data model, and asset type was available, which shaped the MVP and its handover.
03
Coaching and Prototyping in Code
Prototyped in code to get closer to what would be built, and coached a junior designer through the work. This is a different context from my earlier project: central government, high profile, and large amounts of money.



