Inside Sibos | Governance & Assurance | 1

Inside SIBOS | Governance & Assurance week | 1 ⚡️ Instant rails shrank decision windows to milliseconds. AI helps-but only if the data is disciplined and the...

Inside SIBOS | Governance & Assurance week | 1
⚡️ Instant rails shrank decision windows to milliseconds. AI helps-but only if the data is disciplined and the model is accountable.
Why it matters: Speed without assurance is just latent operational risk.
* Evidence first: Supervisors flag AI as a system‑level issue-governance, data quality, and third‑party concentration need oversight.
* Cross‑bank lens: BIS Project Aurora shows PETs‑enabled analytics to spot mules across institutions/corridors.
* ISO 20022 as fuel: Treat + + party/LEI fields as model features; set corridor‑level fill‑rate SLAs ≥95%.
* Assurance: Champion-challenger, drift monitors, and independent validation per policy; attach explanations to every alert/action.
* KPIs to track weekly: false‑positive rate, case days, RFI rate, ISO‑field fill‑rates; publish to ops + compliance.

Game‑theory: Ops/product want speed; regulators want safety; boards arbitrate. Rule‑setters (FSB + national prudential teams) reward firms that show traceable controls. Quiet coalition: banks standardising ISO data + explainability-leaving "move‑fast" point tools exposed.

Topics: ISO 20022, Payments, SWIFT, Compliance, AI