Building AI-Native Operations in Banking
Fraud detection, underwriting, and knowledge work are already running on AI inside the world's largest banks. Here's where the value is proven, where regulators are drawing lines, and where to start.
Legacy cores can't out-run AI-native challengers
70% of banks still run core operations on infrastructure built decades ago, and legacy maintenance now eats close to a quarter of the average technology budget. Neobanks carry none of that weight.
AI only widens the gap: bolted onto fragmented, batch-oriented systems, it automates the legacy problem faster. Built on governed, real-time data, it compounds instead.
Most banks are still stuck in pilot mode
None of this is universal yet: 88% of organizations use AI somewhere in the business, per McKinsey, but only 7% call it fully scaled — and just 12% of North American banks have deployed any gen-AI use case in credit at all. What separates the four institutions above isn't model access; it's that they redesigned the underlying workflow instead of bolting AI onto the existing one.
The AI Executive in Banking & Financial Services Program
A live, practical, highly personalized six-week program preparing a new breed of AI-native leaders in financial services. During the program you build a fundable, governed AI-native initiative from your own institution — fraud, onboarding, underwriting, or knowledge work — designed, evidenced, and governed on our AI Transformation OS, and validated by the World AI Council.
Between sessions: one-on-one coaching on your initiative, whenever you need it.
Every stage builds toward one capstone: your AI initiative.
Week by week you step into a more senior AI role, and each stage adds a deliverable to your capstone — the initiative you'll present to the World AI Council. Tap a stage to explore it.
Built for those ready to become AI-native leaders in financial services.
Leaders join from across the institution — retail and corporate banking, payments, risk, compliance, technology. Fully personalized: you build a real, executable initiative in your own institution.
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Real initiatives, built by leaders in finance.
95% of AI pilots never reach the P&L. These did — built in the Accelerator by leaders in banking, payments, and financial regulation.
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Run by experts who know finance. Backed by a council.
Delivered by operators who run real AI transformation engagements with banks, payment networks, and regulators — using validated frameworks that turn adoption into results.
Loved by AI-native leaders.
Executives, consultants, and founders from 12+ sectors — on what changed after six weeks.
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Lead the transformation. Don't report to it.
Six weeks from now, you present a council-validated AI initiative — and carry the credential to lead what comes next.
One payment. Everything included — the full six weeks, coaching, council review, and certification.
The same program and certification — spread over three monthly payments.
Banks are already running on AI
These aren't pilots — they're production systems with measured, reported results.
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Bring the case to your leadership team.
A free executive brief on the operational forces pushing financial institutions to govern AI now — the market data, the ROI evidence, and the use cases already shipping results.
Built to forward. Share it with your CRO, CFO, or board to build the case — not just to read it yourself.
Rethinking Finance in the Age of AI
A leadership brief on the ROI gap and the operating discipline that closes it.
Questions, answered.
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Bring one real challenge.
Leave with an AI initiative
you can act on.
Whether you're leading your own AI initiative, advising clients, or scaling AI across an enterprise — we'll help you move from interest to an evidence-based, executable, fundable, governed AI business case that's ready for implementation.