APPLIED AI
Your High-Risk Deadline Moved to December 2027. Your Chatbot's Did Not.
Relief on the high-risk file arrived nine days ago. The risk now is that banks read one deferral and stand down a programme that still has an obligation biting today.
CATEGORY
Applied AI
Generative AI, agentic systems, governance, and the LLM tooling that lands in banking workflows.
Tags in this category
Recent articles in Applied AI
APPLIED AI
Out of Scope Is Not Out of Risk: The 2026 Model-Risk Rewrite Left Out the Models Banks Are Actually Deploying
Fifteen years of model risk doctrine was rewritten in April, and the one paragraph that will matter most to a 2026 risk committee is the one that says which models the guidance does not cover.
APPLIED AI
From Evidence to Truth: Why Certified Blockchains Will Define the Next Era of Banking Trust
Immutable is not the same as trusted. As instant settlement and probabilistic AI reshape banking, the uncertified ledger becomes the weak link, and a certifiable blockchain becomes the audit spine.
APPLIED AI
The 2026 Global Payments Outlook: Operating Model, Risk, and Revenue in an Agentic, Invisible, Real-Time World
Payments are now the core of bank technology strategy. This is the operating model, risk frontier and revenue playbook G-SIBs need to lead the agentic, real-time cycle.
APPLIED AI
From Fragmentation to Fault Line: Corporate Banking's Missing API Standard in the Agentic Era
Retail banking got its API standard a decade ago. Corporate banking never did — and now that AI agents and the Model Context Protocol have turned integration into a runtime decision, the gap has stopped being a nuisance and become a fault line. A concrete failure mode, the strategic choice it forces, and what a corporate banking API standard has to mandate.
APPLIED AI
Reading the Emerging-Technology Risk Horizon for Banks in 2026
Regulators have started scanning the horizon out loud. Reading the 2026 emerging-technology landscape for banks across three converging vectors — personalised AI intelligence, synthetic financial crime, and programmable finance — and a framework for turning weak signals into supervisory action before harm scales.
APPLIED AI
The Agentic AI Index for Banks in 2026: Measuring Autonomy
Agentic AI is operational infrastructure in 2026. This index measures it the way banks measure capital and credit: a six-dimension readiness score across autonomy tiers, the control plane, regulatory evidence, unit economics, organisational readiness, and global regulatory alignment.
APPLIED AI
Agentic Treasury 2026: From Autonomous Treasury Index to Production-Grade Co-Pilots
Agentic treasury co-pilots are moving from controlled pilots into production in 2026. The pattern is consistent across CIB treasuries: agents read ISO 20022 cash data, call bounded tools, and rebalance liquidity inside policy bands — with SR 11-7, DORA, and EU AI Act controls wrapped around them.
APPLIED AI
From Pain.001 to Programmable Liquidity: ISO 20022 as the Autonomic Nervous System of Treasury in 2026
ISO 20022 in 2026 is the autonomic nervous system of treasury. pain.001 and pacs.008 carry richer data than any MT message ever did. Nearly half of banks remain off-track for the November 2026 SWIFT MT/MX cut-over, structured addresses become mandatory, and agentic treasury cannot exist without MX-native APIs. This article maps the engineering reality, from CBPR+ validation rules to a real pain.001 fragment with PstlAdr fields.
APPLIED AI
From Bank Statements to Unified Transaction Intelligence: Building an Open-Source Parser for Treasury Teams
BankStatementParser is an open-source Python toolkit that turns CAMT, PAIN.001, MT940, OFX/QFX, CSV, and scanned PDFs into a unified transaction model treasury can audit — deterministic parsers, LLM fallback, OCR, balance verification, and review.
APPLIED AI
CloudCDN: An Open-Source Blueprint for the AI-Native Edge in 2026
CloudCDN is an open-source blueprint for the AI-native edge — a zero-trust MCP gateway with 42 tools, atomic Durable Objects rate limiting, WebAuthn passkeys, signed URLs, SLSA Level 3 provenance, and 3,185 tests at 100% coverage, mapped to DORA, BCBS 239, and Basel III.
APPLIED AI
The Autonomous Treasury Index in 2026: Agentic Treasury, Programmable Liquidity, Tokenised Deposits, and Real-Time Cash Control
A 2026 autonomous treasury readiness index — measuring agentic treasury workflows, programmable liquidity coverage, tokenised deposit integration, real-time payment orchestration, and automated cash control as one operating-model fabric.