Frameworks
Board-ready playbooks you can use on Monday.
Each framework distils an essay into a worked example and a worksheet your team can run against a real AI program.
The Vendor Concentration Heatmap — Free Executive Playbook
Your AI estate has three vendors. It may have one dependency. The six layers where concentration actually sits, the two axes that have to be scored separately, and the six-question audit to run before the next outage rather than after it.
The AI Unit-Economics Ledger — Free Executive Playbook
Why your model got cheaper and your bill did not — the four recurring cost lines that decide whether your bank can forecast what its AI actually costs, and the six questions to put to a business case before you approve it. Read it before the next AI business case, not after.
The Payments Defense Grid — Free Executive Playbook
Why your authentication can work perfectly and the money still leaves — and the six controls that decide whether your bank can see the fraud that is actually taking it. Read it before the next fraud-detection business case, not after.
The Grounded-Knowledge Architecture — Free Executive Playbook
Why a cited answer can still be wrong, and the six capabilities that decide whether the answer your bank just sent a customer was safe to send. Read it before the next grounded-assistant demo, not after.
The Agent Attack-Surface Map — Free Executive Playbook
Five places an AI agent gets attacked inside a bank, and the one layer that limits all five. The Agent Attack-Surface Map: read it before your bank gives an agent a production credential, not after.
The Adverse-Action Explainability Ladder — Free Executive Playbook
R3 is the floor and R4 is the trap. The Adverse-Action Explainability Ladder: five rungs of what a bank owes the applicant its model refused.
The Deposit Loyalty Gate — Free Executive Playbook
Your deposits are not loyal — they are gated. The Deposit Loyalty Gate playbook: two axes, the authorization gate, and the Vulnerability Quadrant.
The GenAI Assurance Grid — Free Executive Playbook
Your model-risk framework has a GenAI hole. The GenAI Assurance Grid playbook: five control rings, the tiering matrix, one diagnostic question per ring.
The AI-Augmented Bank — Free Executive Playbook
A more-digital bank is not a smarter bank. The AI-Augmented Bank playbook: five pillars in dependency order, the control mechanic, the Binding-Pillar Read.
The AI-Ready Bank — Free Executive Playbook
No model repairs data that was never AI-ready. The AI-Ready Bank playbook: the five layers, the Readiness Read scorecard, the binding layer, and Dual-Track.
The AI Use-Case Portfolio — Free Executive Playbook
Most banks fund AI as scattered pilots. The AI Use-Case Portfolio playbook: two axes, the four verdicts, the Portfolio Test, and the mechanical kill rule.
The Agent Army Operating Model — Free Executive Playbook
The operating model that makes a high human-to-agent ratio safe: the four pillars, the five forces that set the span, and the Span Audit playbook.
The Build-Buy-Partner Grid — Free Executive Playbook
Most banks build AI they should buy. The Build-Buy-Partner Grid playbook: two axes, the four verdicts, the Capability Map, and the Sourcing Decision Loop.
The Operating-Model Multiplier — Free Executive Playbook
Two banks buy the same AI and only one gets the return — the difference is the operating model. The Operating-Model Multiplier playbook: the multiplier equation, the 3 levers, the 70/20/10 Law, and the Multiplier Audit as a free 5-page executive playbook.
The Visibility Trap — Free Executive Playbook
Most banks fund AI where the win is easiest to see, not where it lands on the P&L. The Visibility Trap playbook — the 3 Value Zones and the Capital Reallocation Loop — as a free 5-page executive playbook.
The 4 Stone Guardians — Free Executive Playbook
Manual governance is the bottleneck. The 4 Stone Guardians — Gate, Guardrail, Ledger, Owner — turn AI control into velocity: a free 5-page executive playbook.
The Agent Maturity Ladder — Free Executive Playbook
How far should a bank let AI act on its own? Four rungs of autonomy, two rails, and the gate every autonomous banking decision must pass — with a scoring worksheet.
The Boardroom Equation — Free Executive Playbook
A free executive playbook that makes banking AI ROI auditable in three pillars — with a worked example and a board-ready worksheet.