FS Jargon Decoder Kill the jargon. Decode your first 90 days.

Starting a career in financial services means drowning in acronyms e.g SMCR, ICAAP, MiFID II, Basel 3.1, but with no one to ask what they actually mean. FS Jargon Decoder fixes that. It's a free, no-login web tool that gives plain-English explanations of the regulatory terms and rules new joiners meet in their first months […]

Starting a career in financial services means drowning in acronyms e.g SMCR, ICAAP, MiFID II, Basel 3.1, but with no one to ask what they actually mean. FS Jargon Decoder fixes that.

It's a free, no-login web tool that gives plain-English explanations of the regulatory terms and rules new joiners meet in their first months at a UK or EU bank. Each entry explains what a term actually means, where you'll hear it, and what's related, written like a smart friend two years ahead of you, not a compliance manual. For terms outside the curated set, an AI fallback fills the gap.

Built by Sumathi Menon (Mave AI), it's a working example of the kind of practical, accessible AI tools RepresentAI champions for being useful and jargon-free.

Author

Sumathi Menon

Sumathi spent the formative part of her 30-year technology career inside Deutsche Bank and Bear Stearns — which means she understands what financial services leaders are actually navigating when AI lands on the agenda: regulatory exposure, model risk, legacy estates, and the gap between board-level ambition and what the business can safely deploy.
Today she works with corporate leadership teams to build the capability to make good AI decisions, not just approve them. She doesn’t sell platforms and she won’t take work she can’t deliver outcomes on. The measure is whether her clients’ organisations actually think and govern differently afterwards.
UC Berkeley-certified AI strategist. UK Regional Lead, Women Defining AI. Expert Reviewer, She Shapes AI 2026 Awards. Founding Member, UKAI Women in AI Working Group. Contributor to the UNICEF Toolkit on Responsible AI. Regular speaker at House of Lords and Commons roundtables.