All industries

The Autonomous Banking Enterprise

Where AI agents handle execution and people keep the judgment.

WHY AUTOMATION FITS BANKING

Move banking forward. Automate the work behind every decision.

Every loan, every onboarding and every alert follows a written policy: collect the documents, check them against the rules, escalate the exceptions, file the evidence. The credit decision, the sanctions judgment and the customer conversation stay with people; the collecting, checking and filing around them is repetitive, auditable and still done by hand.

Our AI agents take over that work end-to-end, inside your core banking, loan origination, AML monitoring and case-management systems.

  1. Onboard & verifyKYC documents collected, checked and filed before the account opens
  2. Decide with the file readyCredit and fraud cases assembled so the officer decides, not searches
  3. Report & reconcileRegulatory reports and reconciliations produced on schedule

WHAT WE DO FOR BANKING

Onboard faster and report on time, at a lower cost per transaction.

Agents lift the operational load. Your bankers make the decisions.

Internet banking · EU, share of individuals, 2022 to 2025Seven in ten Europeans now bank online. Agents make KYC and onboarding scale with them.
  • Individuals using internet banking
506070
2022202320242025
Client Onboarding & KYC · automation potential
68–78%
Financial Crime & AML · automation potential
75–85%

Source: Eurostat, isoc_ci_ac_i, 2025

KYC and onboarding, built to scale

AI agents assemble each KYC file, run the screening and prepare the onboarding decision for your team to approve. Onboarding capacity grows with demand, not with headcount.

KYC · Onboarding · Reviews

Compliance loadReports produced on schedule, by agents
Manual
Automated
Compliance & Regulatory Reporting · automation potential
67–77%
Technology, Data & DORA · automation potential
66–76%

Compliance reporting, handled automatically

AI agents prepare regulatory reports, collect DORA evidence and draft responses to regulator requests. Reports go out on time, with a full audit trail.

DORA · GDPR · Audits

Cost efficiencyCost per operation drops as volume grows
Break-even Cost per operation Transaction volume →
Fastest go-live *
from 12 wks
Payback
< 12 mo
Less manual work
5–10×

More transactions. Greater efficiency.

AI agents reconcile accounts, process documents and answer routine customer queries across your banking systems, and flag exceptions for review. As volume grows, each operation costs less.

Reconciliation · OTC · Service

* Our fastest go-live. Timelines depend on the complexity of the project and its processes.

INSIDE A BANKING ORGANIZATION

Custom agents, built for every banking department.

We don't deploy generic software. We design AI agents around the processes, tools and people of each function. Click any department to explore.

Retail Banking

Accounts opened, cards live, mortgages decisioned.

AI agents run consumer accounts, cards, mortgages and branch operations — so retail bankers spend their hours on customer relationships, not back-office paperwork.

Automation potential58–68%
  • Consumer account opening
  • Card issuance & lifecycle (debit/credit)
  • Consumer mortgage origination
  • Deposit operations (savings, CDs, time deposits)
  • Consumer dispute & chargeback handling

Corporate & Commercial Banking

Credit decisioned, cash managed, trade financed.

AI agents support corporate and SME credit, cash management, trade finance and RM productivity — so relationship managers spend their hours on advisory, not assembling diligence packs.

Automation potential58–68%
  • SME credit decisioning
  • Corporate loan origination & underwriting
  • Trade finance (LCs, BGs, supply chain)
  • Covenant monitoring
  • Annual credit review

PRIVATE BANKING & WEALTH MANAGEMENT

Suitability checked, mandates managed, advisors productive.

AI agents support advisor productivity, suitability (MiFID II / Reg BI), portfolio analytics and HNW onboarding — so private bankers spend their hours on client relationships, not back-office docs.

Automation potential58–68%
  • Client suitability assessment (MiFID II / Reg BI)
  • Portfolio construction & rebalancing
  • Investment recommendation drafting
  • Cross-border tax compliance (FATCA, CRS)
  • Investment performance reporting

Markets & Capital Markets

Trades booked, settled, reconciled, surveilled — at scale.

AI agents run pre-trade analytics, post-trade settlement, reconciliations, corporate actions and surveillance — so trading and sales focus on alpha and clients, not breaks.

Automation potential67–77%
  • Trade booking & confirmation
  • Trade settlement (T+1 / T+2)
  • Reconciliation (front-to-back)
  • Corporate actions processing
  • Best execution analytics (MiFID II / Reg NMS)

Operations

Payments cleared, custody clean, back-office on autopilot.

AI agents process payments, custody, account maintenance and back-office workflows — so operations leaders cut cost-to-income and free teams for exception management.

Automation potential77–87%
  • Payment processing (SEPA, SWIFT, ACH, Fedwire)
  • Instant payments (RTP, FedNow, SEPA Inst)
  • Account maintenance back-office
  • Statement generation & delivery
  • Internal reconciliation breaks

Client Onboarding & KYC

Identity verified, KYC clean, sanctions clear, onboarding fast.

AI agents run KYC, sanctions/PEP screening, UBO discovery and periodic refresh end-to-end — so onboarding stops being the bottleneck and AML risk stays controlled.

Automation potential68–78%
  • Identity verification & CIP (US)
  • KYC for retail (CDD) and corporate (UBO)
  • Sanctions / PEP / adverse media screening
  • Enhanced due diligence (EDD) for high risk
  • Periodic KYC refresh

Risk Management

Risks measured, models validated, stress tests passed.

AI agents run credit risk scoring, stress testing, model risk and concentration analytics — so the CRO function gets sharper signals and the bank meets Basel/CCAR/SREP demands.

Automation potential58–68%
  • Credit risk scoring (consumer & corporate)
  • PD / LGD modeling
  • Stress testing (CCAR US / EBA EU)
  • Model risk management (SR 11-7 US, TRIM EU)
  • Risk dashboard & reporting

Financial Crime & AML

Suspicious activity caught, fraud blocked, regulators satisfied.

AI agents run transaction monitoring, sanctions, SAR drafting and case management — so MLROs spend their hours on investigations, not on tuning rules.

Automation potential75–85%
  • Transaction monitoring (rule-based + AI)
  • SAR / STR drafting & filing
  • Sanctions list updates & screening
  • Mule account & wire fraud detection
  • Internal investigations & case management

Compliance & Regulatory Reporting

Reports filed, controls evidenced, regulators ready.

AI agents prepare FINREP/COREP, CCAR submissions, MiFID II reports, DORA evidence and consumer disclosures — so compliance teams meet weekly regulatory cadence without burning out.

Automation potential67–77%
  • FINREP / COREP submissions (EU)
  • CCAR / DFAST & Call Reports (US)
  • MiFID II transaction reporting
  • DORA evidence collection
  • Regulator exam response

Finance / CFO

Books closed, FP&A live, reports filed, capital allocated.

AI agents run month-end close, FP&A, intercompany and regulatory financial reporting — so the CFO function closes faster and frees teams for strategic decisions.

Automation potential60–70%
  • Month-end / quarter-end close
  • IFRS / US GAAP financial reporting
  • FP&A budgeting & forecasting
  • Intercompany reconciliation
  • Investor relations data prep
See Finance & Accounting agents across industries →

Treasury & ALM

Liquidity managed, rates hedged, capital optimized.

AI agents run liquidity, ALM, FX hedging and capital optimization — so treasury operates within Basel LCR/NSFR while the CFO maximizes return on equity.

Automation potential62–72%
  • LCR / NSFR computation (Basel)
  • Interest rate risk in banking book (IRRBB)
  • FX hedging program
  • Liquidity stress testing
  • ALCO meeting prep
See Finance & Accounting agents across industries →

TECHNOLOGY, DATA & DORA RESILIENCE

Core banking up, cyber tight, DORA covered, AI/ML governed.

AI agents run core banking ops, cybersecurity, DORA controls and AI/ML lifecycle — so the technology stack supports the bank at real-time pace while meeting EU DORA and US NIST requirements.

Automation potential66–76%
  • Core banking system operations
  • Cybersecurity incident response
  • DORA ICT risk (EU) / NIST CSF (US)
  • Data quality & master data
  • AI/ML model lifecycle (MLOps)
See IT agents across industries →
  1. Your environment, your data

    Agents run inside your infrastructure, on-prem, private cloud or hybrid. No data leaves the bank without your approval. No dependency on us: it runs on infrastructure you control. The agent is yours to run, permanently.

  2. Fixed price per process

    You pay for the process automated, not consulting hours. If a process proves non-automatable, a voucher covers the next one.

  3. From 12 weeks · fastest go-live

    Our fastest projects go live from 12 weeks; the plan for yours comes out of discovery, because it depends on the process and the systems it touches. Payback within one year for the large majority of projects.

BANKING FAQ

What banks ask us.

Honest answers to the questions every Head of Operations, CRO or CTO has before going to production.

How do you handle data residency and privacy?

Agents run entirely inside your environment — on-prem, private cloud or your own hybrid setup. Customer data, transaction logs and PII stay in your environment by default. We integrate via APIs your team already controls.

Where agents run and who holds access →
Can you integrate with our core banking system?

Yes. We've integrated with major core banking platforms (Temenos, Finastra, FIS, Mambu) and custom mainframes. Integration uses your existing API surface.

How we integrate with each system →
Are your deployments DORA and GDPR compliant?

Our deployments are designed to meet DORA operational resilience requirements, GDPR data minimization, and regulator-mandated audit trails. Every agent action is logged with complete provenance.

Where agents run and who holds access →
What happens if a process can't be automated?

Voucher mechanism: if a process isn't economically automatable, we replace it with another of equivalent value at no extra cost.

How we charge →
How long does a typical banking deployment take?

Our fastest projects go live from 12 weeks (discovery, analysis and design, implementation, testing and deployment); the plan for yours comes out of discovery, because it depends on the process and the systems it touches. Payback within one year for the large majority of projects.

How long it takes →

Ready to automate your banking operations?

Book a 30-minute meeting with our team and discover what AI automation can do for your specific workflows.

Industry Solution Catalog

Solution Catalog

A practical overview of key processes in your sector, the challenges they involve, and the AI agent solutions that address them.