Banking & Financial Services

Put AI to work across KYC, fraud, disputes, and payment ops. One task at a time.

Jobs view

Three roles in banking ops, redesigned at the task level

Role A

Customer onboarding (KYC)

Onboarding analyst
Hours back per analyst
20 to 28per week
Per customer onboarded
30 to 60 min → 8 to 12 min
TaskBefore AIWith AI
Run identity verification8 to 15 min2 to 3 min
Screen against sanctions and PEP lists8 to 15 min2 to 3 min
Draft the risk memo8 to 15 min2 to 3 min
Pre-fill the CIP file in core6 to 15 min2 to 3 min

Illustrative pattern from task structure across live postings. Bring your baseline and we replace these with your numbers.

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.

See the role detail →
Role B

Fraud triage

Fraud ops analyst
Hours back per analyst
18 to 25per week
Per fraud alert
8 to 15 min → 2 to 4 min
Alerts cleared per shift
3xsame detection rate
TaskBefore AIWith AI
Pull transaction and customer history2 to 4 min30 to 60 sec
Check device signals and network patterns2 to 4 min30 to 60 sec
Auto-clear clean alerts with reasoning logged2 to 3 min30 to 60 sec
Build case file and recommended action2 to 4 min30 to 60 sec

Illustrative pattern from task structure across live postings. Bring your baseline and we replace these with your numbers.

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.

See the role detail →
Role C

Dispute resolution

Dispute rep
Hours back per rep
22 to 30per week
Per dispute case
20 to 35 min → 6 to 10 min
Disputes auto-processed
70%rep keeps the 30% needing judgment
TaskBefore AIWith AI
Classify chargeback eligibility4 to 7 min1 to 2 min
Process clean chargeback disputes6 to 10 min2 to 3 min
Pull merchant evidence for review5 to 9 min2 to 3 min
Surface relevant Reg E or Reg Z framing5 to 9 min1 to 2 min

Illustrative pattern from task structure across live postings. Bring your baseline and we replace these with your numbers.

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.

See the role detail →
31,186
Real job postings in this industry
608
Companies in this industry
30,948
Tasks mapped to industry roles
366
Banking tasks ready for AI augment

Where AI cowork lands first in a bank

366 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. 576 more are ready for full automation, expand the list to see them.

Augment
Agents navigate global tax and accounting regulations with real-time updates
AI-Powered Tax & Accounting Research · Accordance
Augment
System connects practitioner fact patterns to relevant authoritative knowledge
AI-Powered Tax & Accounting Research · Accordance
Augment
Reasoning made visible with source lists for verification
AI-Powered Tax & Accounting Research · Accordance
Augment
Understands intent using LLM orchestration across multiple providers
AI-Powered Customer Service Automation for Fintech · Ada
Augment
Retrieves relevant account/product data from integrated systems
AI-Powered Customer Service Automation for Fintech · Ada
576 banking tasks ready for full automation
Automate
User submits client fact patterns and complex scenarios
AI-Powered Tax & Accounting Research · Accordance
Automate
Multiple AI agents deployed across the fact pattern
AI-Powered Tax & Accounting Research · Accordance
Automate
AI agent receives inquiry across any channel
AI-Powered Customer Service Automation for Fintech · Ada
Automate
Resolves inquiry autonomously (returns, account management, support)
AI-Powered Customer Service Automation for Fintech · Ada
Automate
AI agent handles routine banking queries (balance, statements, transfers)
Banking and Payments Customer Support · Ada
Automate
Authenticates user via integrated identity verification
Banking and Payments Customer Support · Ada
Automate
Resolves or escalates dispute cases with documentation
Banking and Payments Customer Support · Ada
Automate
Logs all interactions with compliance-grade audit trail
Banking and Payments Customer Support · Ada
Automate
Unified banking account (up to 3% APY, FDIC coverage up to $3M)
AI-Powered Financial Operating System for SMBs · Affiniti
Automate
AI expense tracking with automatic receipt capture and categorization
AI-Powered Financial Operating System for SMBs · Affiniti
Automate
AI CFO capabilities for real-time financial visibility
AI-Powered Financial Operating System for SMBs · Affiniti
Automate
Bill tracking and payment scheduling
AI-Powered Financial Operating System for SMBs · Affiniti
Automate
Corporate credit card with up to 2.1% unlimited cash back
AI-Powered Financial Operating System for SMBs · Affiniti
Automate
Consumer selects Affirm at merchant checkout
Buy Now Pay Later (BNPL) Credit Decisioning · Affirm
Automate
AI analyzes borrower data to predict payment behavior
AI-Powered Collections Optimization for Credit Unions and Banks · AKUVO
Automate
Borrower selects and completes payment or arrangement
Virtual Collector Self-Service Portal · AKUVO
Automate
Real-time expense tracking across all corporate spending
AI-Powered Corporate Expense Management · Alaan
Automate
AI-powered categorization and validation of transactions
AI-Powered Corporate Expense Management · Alaan
Automate
Automated receipt review and processing via machine learning
AI-Powered Corporate Expense Management · Alaan
Automate
Automated export to connected accounting systems
AI-Powered Corporate Expense Management · Alaan
Automate
Continuous ingestion of 100% of collected data
AI Anomaly Detection for Revenue Protection · Anodot
Automate
AI analyzes data streams for anomalies in real-time
AI Anomaly Detection for Revenue Protection · Anodot
Automate
Related anomalies automatically grouped
AI Anomaly Detection for Revenue Protection · Anodot
Automate
Aggregate cloud costs across providers
Cloud Cost Management & Optimization · Anodot
Automate
AI forecasting with 98.5% accuracy for budget predictions
Cloud Cost Management & Optimization · Anodot
Automate
CostGPT provides natural language cost insights
Cloud Cost Management & Optimization · Anodot
Automate
Anomaly detection flags unexpected cost spikes
Cloud Cost Management & Optimization · Anodot
Automate
AI agents capture invoice data with claimed 100% accuracy
Autonomous Accounts Payable · AppZen
Automate
Complex PO matching across global operations
Autonomous Accounts Payable · AppZen
Automate
GL coding using AI reasoning
Autonomous Accounts Payable · AppZen

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.

Sprint
90 days
One functional area, three tasks redesigned
Transformation Engagement
Custom
Operating-model redesign across onboarding, fraud, disputes, payments ops
Implementation
Same core
Same people, same core banking stack, AI cowork layer on top

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