AI Literacy in Financial Services
A knowledge hub for AI learning and organisational training and roll-out strategies in Financial Services
This hub brings together the core questions firms need to work through as they retrain their workforce for AI — organised by who needs to know what (Board, managers, risk & compliance, technology, customer-facing staff, and the wider workforce) and by the practical stages of getting there: what people need to learn, how it's delivered, how it's embedded in day-to-day work, and how progress is checked. It also tracks live policy developments, including the UK government's financial services "skills compact", so the questions stay grounded in what firms are actually being asked to commit to.
Knowledge paths
General Workforce questions
- Who Counts as All Staff for AI Training?
- What Baseline AI Literacy Should All Staff Have?
- How Can General AI Literacy Be Delivered?
- How Do We Measure Workforce-Wide AI Literacy?
- How Does AI Literacy Become Part of Culture?
- Who Owns the General AI Literacy Programme?
- How Do We Handle Employees Resistant to AI Training?
- How Do We Recognise Employees Applying AI Well?
- How Do We Support Non-English-Speaking Staff With AI Training?
- How Often Should General AI Training Be Refreshed?
Risk & Compliance questions
- What AI Concepts Must Risk Analysts Understand?
- How Can Compliance Staff Learn AI Oversight Skills?
- Which compliance roles need the deepest AI training?
- How Is AI Literacy Embedded in Control Processes?
- How Do Compliance Teams Document AI-Related Decisions?
- How Do Risk Teams Report on AI Usage to Regulators?
- What escalation training do compliance staff need for AI failures?
Technology & data questions
- How Can Technical Staff Upskill on AI?
- How Do We Assess Technical AI Competency?
- How Do We Embed AI Best Practice Into Daily Coding?
- What AI Skills Do Engineers Need Now?
- Which Technical Roles Need Retraining First?
- How Do Technical Teams Stay Current with Fast-Changing AI Tools?
- What MLOps Skills Do Teams Need to Support AI?
- What Security Skills Protect AI Systems from Misuse?
- How Do Data Engineers Prepare Data for AI Use?
Customer Services questions
- How Can Frontline Staff Be Trained on AI?
- How Can Staff Use AI Safely With Customers?
- How Do We Assess Frontline AI Readiness in Customer Services?
- What Must Frontline Staff Know About AI Tools?
- Which Customer-Facing Roles Need Retraining First?
- Who Should Own Frontline AI Training?
- How Should Staff Explain AI-Driven Decisions to Customers?
Government Skills Compact questions
- How Does the Government Skills Compact Relate Wider AI Adoption Plans?
- How Often Must Progress Be Reported and to Whom?
- Is AI a mandatory skill area under the Compact?
- What is the Financial Services Skills Compact?
- What Must Signatories Commit to Under the Government's Skills Compact?
- Which Firms Have Signed the Skills Compact So Far?
- Do We Have to Use the 13 FSSC Defined Skills?
- What is in the FSSC Future Skills Framework?
How does AI literacy create real value questions
- How Will AI Literacy Help Us Get Value From AI?
- What Actually Turns AI Knowledge Into Business Value?
- What Is the Business Case for Investing in AI Literacy?
- What Is the Payoff From an AI Literacy Programme?
- Do We Need AI Literacy Across the Whole Workforce?
- How Long Before AI Literacy Investment Shows Real Results?
- Is AI Literacy Alone Enough to Deliver Value?
- What Should I Do After Completing AI Literacy Training?