Most AI vendors have never seen a Lloyd's slip. They've never watched a D&O submission sit in a queue for four days while an underwriter chases three PDFs across two inboxes. They've never had to explain an AI decision to a Lloyd's performance review committee. We have. That's not a differentiator — it's the minimum requirement for building AI that actually gets deployed.
Most AI programmes fail because the data underneath them isn't ready. We work the data first, the model second.
In regulated industries, an AI decision you cannot explain is a regulatory finding waiting to happen. XAI sits in the architecture, not on the marketing page.
Human-in-the-loop isn't what you do when the model fails. It's how regulated work is supposed to be done.
A working system in eight weeks beats a flashy demo in three. We architect for the next two years, not the next sprint.
A 30-minute conversation. No deck. Just your situation and an honest read on whether we can help.
info@marzallabs.ai