Blog post
2 mins
Banking & Financial Services
Built for banking’s most regulated workflows
See how people actually work across your bank, uncover opportunities for transformation, and build AI-ready workflows grounded in real operations. Skan AI delivers GDPR-compliant process intelligence for regulated banking teams. It is built on enterprise-grade security and observability across your environment.
Trusted by 7 in 10 Top US Banks
First Pass Rate (FPR) improvement
30%
Processing-cost reduction
20%
Saved for an F500 financial services provider
$10.8M
Understand how your teams operate
See how work is performed across systems, revealing the exceptions, handoffs, and workarounds hidden from system logs.
Monitor conformance in real time
Capture every action, exception, and decision path, with the evidence and insights compliance teams need.
Build agents from observed processes
Turn what your teams actually do into working agents. Keep PII inside your environment, encrypted in transit and at rest.
Purpose-built for financial services workflows
Compliance & risk
Evidence that holds
up to regulators
- Real-time monitoring of every regulated action. What happened, what triggered it, and what changed
- Reconstructable audit trails across
every workflow, decision and exception - Continuous control testing, flagging
breaks before regulators do
Loan underwriting
From application to decision,
mapped and accelerated
- See how underwriters actually weigh risk across data systems, document review and decision workflows
- Identify the steps that slow approvals, and the ones that drive defaults.
- Let AI agents handle straight-through cases, so underwriters can focus on the complex ones.
"Before, it was turn on AI and hope. Now we know exactly which processes to automate, what the expected time savings are, and how to measure whether we got there. That changes everything about how we deploy."
Account servicing
Every servicing team,
operating at its best
Observe how high-performing teams handle requests, complaints, and complex servicing workflows.
Identify the exceptions and handoffs
slowing resolution times.Surface opportunities to reduce effort
without sacrificing compliance.Deploy AI agents grounded in proven
servicing practices.Keep teams and AI agents aligned as
processes evolve.
Cards & Payments
See every dispute,
from start to finish
Follow every case to resolution
Track every dispute, exception, and chargeback end-to-end.
Catch delays before they repeat
Spot the bottlenecks that delay refunds and the patterns that drive recurring errors.
Trace any case, step by step
Review the full timeline of any disputed transaction.
Let routine work run itself
Automate the high-volume, rule-bound parts of resolution.
Meet every compliance standard
Stay audit-ready across PCI, network rules and internal controls.
AML
Catch risk early, without
impacting good clients
See how screening, alerts, and investigations run end-to-end.
Find the bottlenecks and false positives
driving up case backlogs.
AI Agents triage low-risk alerts and draft case notes, so investigators spend their time on real risk.
KYC & client onboarding
Move clients from application
to approval faster
- See the full onboarding journey, from application to KYC to account setup
- Spot the steps, documents, and handoffs that stall approvals
- Let agents handle straight-through applications and standard KYC, so teams focus on the exceptions
Operations
See where operational
cost accumulates
Find where work stalls across reconciliation, settlement, and exception handling.
Quantify the time lost to manual workarounds
and context switching.
Identify the highest-impact automation
targets with the dollars attached.
Deploy AI agents designed for high-volume,
high-complexity work.
"Skan AI has helped us disaggregate the aggregate and turn lagging KPIs into leading KPIs. Skan AI's agents are like automated Six Sigma black belts working around the clock to accelerate our cultural transformation."
Frequently asked questions
Banks improve operations by getting a complete, real-time picture of how work actually gets done across lines of business, from onboarding and lending to payments, servicing, and compliance. Surfacing bottlenecks, process variation, and hidden inefficiencies lets teams improve performance, reduce cost, and prioritize transformation with confidence.
Process intelligence observes how work actually gets done across applications, workflows, and teams, revealing the exceptions, handoffs, and workarounds that log-based approaches miss.
Most teams uncover operational insights and improvement opportunities within weeks. Observing work directly avoids the lengthy discovery exercises and manual process mapping that traditional approaches require.
Client onboarding, AML, KYC, lending operations, account servicing, payments, compliance and risk management, and shared services all benefit, across both customer-facing and back-office processes.
