Task Intelligence for banking operations
Three canonical bank ops patterns, redesigned at the task level. Customer onboarding (KYC), fraud triage, dispute resolution. Hours freed per role, throughput 2 to 3x, same core systems, same regulatory envelope. Plus live AI redesign of four banking workflows you can run yourself.
Three roles in banking ops, redesigned at the task level
Every bank back-office desk has the same task shape: read structured content, cross-reference system data, draft a memo or route, human reviews. Each role below keeps doing the work — AI takes the load on the routine tasks. Hours freed, throughput up, same regulatory envelope.
Customer onboarding (KYC)
AI cowork layer reads the application, runs identity verification, screens against sanctions and PEP lists, drafts the risk memo, pre-fills the CIP file in your core. Analyst reviews and approves the cases the AI flagged or wasn't sure about.
Fraud triage
AI reads the transaction context, customer history, device signals, network patterns. Auto-clears the clean alerts with reasoning logged. Routes the suspicious ones to the analyst with a pre-built case file and recommended action.
Dispute resolution
AI auto-processes clean chargeback-eligible disputes (duplicate charges, declined deliveries, merchant errors). Flags the rest for human review with merchant evidence pre-pulled and the relevant Reg E or Reg Z framing surfaced.
Four workflows in banking, redesigned live
The roles above run inside workflows. Pick one. The redesign engine produces a before/after view in 30 seconds — tasks that collapse when agents take over, sequential steps that go parallel, net-new agent guardrails the original workflow never had.
Identity & Access Management
Onboarding, periodic recerts, terminations. KYC-adjacent because the same identity-proofing logic shows up wherever a bank grants access. Watch which tasks collapse into one agent step.
Incident Management
When a payment rail goes down or a digital channel breaks, your incident workflow runs. See how agent-native ops compresses 10 tasks into 7 with two new agent-led guardrails added (continuous monitoring + audit logging).
Security Operations
SOC analyst patterns: alert triage, threat enrichment, escalation routing. The same task shape as fraud ops, applied to cyber. Watch the redesign produce a real-time threat assessment agent.
Procure-to-Pay
Vendor invoicing, three-way match, payment release. Banks process millions of internal P2P transactions; the redesign shows where the human gates collapse and where new audit-trail agents appear.
Where AI cowork lands first in a bank
342 banking tasks where the AI takes the load and the human stays on the decision. Pulled live from our task taxonomy. The top 5 are below. 542 more are ready for full automation, expand the list to see them.
542 banking tasks ready for full automation›
How we work with banks
Co-sponsored model. Functional head (Head of Ops, COO, Chief Risk Officer, CTO) plus your transformation office in the room together. The Sprint discovers which tasks matter and proves the redesign in 90 days. Then the Transformation Engagement scales it across the operating model — same core, same regulatory envelope.
Want a bank-specific walkthrough?
20 minutes. We pull your top three task patterns from the dataset and show you the redesign live, with your role mix and your regulatory frame.
Book a time