Case Study
Developer Platform & Finance Co-Pilot
Developer Platform & Finance Co-Pilot
Investment Unblocked
£3.1m
£3.1m
Context
Unblock the agentic co-pilot and Developer Platform workstreams to deliver a feasible set of MVP experiences. A critical enterprise investment at risk, I delivered in 7 months despite a team capacity shrink of 90%.
More trust, more control
Early feedback showed that some specific co-pilot flows were just too autonomous, with compliance and auditing not being addressed enough. We introduced more human controls with remedial measures, anomaly-detection and graceful friction.
Agentic UX with human-in-the-loop guardrails
AI Assistance, yes - Chat UI, nope
Extensive user testing and behavioural research in collaboration with the Sage UXR team gave us the insight that our target users (3rd-party developers leveraging Sage data and API's) did not take to chat-style interaction (from prior negative consumer experiences).
Developer participants also had strong views on raising support tickets, speed of environment resource/key provisioning and system objects (Projects, Folders, Clients, Apps).
Developer participants also had strong views on raising support tickets, speed of environment resource/key provisioning and system objects (Projects, Folders, Clients, Apps).
Developer Platform prototype walkthrough - Create App workflow
