Business function

AI use cases for onboarding and kyc

Opening accounts and relationships, identity verification and know your customer checks.

Use cases: 12
Deployments: 64
Organizations: 62
Outcome disclosed: 73%

12 Onboarding and KYC use cases

62 organizations in 15 countries run these use cases in public. 73% of those 64 deployments disclose a measurable outcome.

Wealth and asset managementBanking

AI agent for source of wealth due diligence in private banking

AI source of wealth diligence is an AI agent that reads a prospective private client's documents and extracts how their wealth was built, for private banking compliance teams. It also corroborates that account, checks plausibility against benchmarks and external sources, and drafts the source of wealth and enhanced due diligence narrative for the relationship manager and compliance analyst, who decide on the risk rating and the relationship.

Deployments

3 public, best grade B

Autonomy

Copilot

Cross industryBanking

AI assistant for developers integrating a company's APIs

An AI API integration assistant answers developers' integration questions and recommends the right endpoints on a company's developer portal and in its documentation. It also helps debug connections and generates sample calls, grounded in the API catalogue, reference docs and test material, so clients and partners integrate faster with fewer support tickets.

Deployments

6 public, best grade B

Reported contact deflection

30%

Mapbox, organization claim

BankingPayments and cards

AI assistant for digital account onboarding and KYC

A digital onboarding assistant is a customer facing AI that guides a new applicant, a person or a small merchant, through opening a digital account, card or relationship. It collects and checks identity and supporting documents, orchestrates the know your customer and anti money laundering checks, prefills what it can and sends only the unclear cases to a human reviewer with a summary. The ownership research for complex corporate clients is a separate back office job.

Deployments

4 public, best grade B

Reported productivity gain

30x

M-DAQ Global, vendor claim

Telecommunications

AI assistant for telecom order to activation and eSIM onboarding

An AI order to activation and eSIM onboarding assistant takes a new or existing customer from order to a working service. It collects and checks the order details, guides number porting, eSIM download or SIM activation and installation appointments, tracks the order and fixes or escalates the step that is stuck, on messaging, app, web or phone.

Deployments

3 public, best grade B

Reported automation rate

76%

Singtel, organization claim

BankingPayments and cards

AI for application and identity fraud detection

Application and identity fraud detection is AI that checks incoming account and loan applications for banks and lenders to catch forgery and fraud rings. It analyses documents, device and application data across the whole queue and cross checks against bureau and official sources to flag forged or AI generated documents, synthetic and stolen identities, and coordinated rings.

Deployments

8 public, best grade B

Reported detection improvement

2.5x

Department for Work and Pensions, organization claim

BankingPayments and cards

AI for business onboarding (KYB) and beneficial ownership discovery

Business onboarding and UBO discovery is AI that builds the know your business (KYB) due diligence file for a new or reviewed corporate client before any account opens. It collects registry, incorporation and ownership documents, resolves the entity across sources, maps the ownership chain through holding companies, nominees and trusts to the ultimate beneficial owners, screens the entity and its owners, and presents a risk scored case for a compliance analyst to decide.

Deployments

5 public, best grade C

Reported automation rate

25%

BNY, organization claim

Payments and cardsTechnology and software

AI for merchant underwriting and risk monitoring

AI merchant underwriting and risk monitoring helps acquirers, payment facilitators and software platforms with embedded payments decide which merchants to accept and on what terms, and watch for risk afterward. It checks what a business really sells and how risky it is at onboarding, then watches every active merchant for changes in behaviour, ranking the few that need an analyst so fraud, prohibited trade and credit losses are caught early.

Deployments

8 public, best grade B

Reported alert volume reduction

about 89%

Weave Communications, vendor claim

BankingPayments and cards

AI for PEP and adverse media screening

AI PEP and adverse media screening continuously scans news, court records, registries and other open sources for negative information and political exposure tied to customers, counterparties and beneficial owners. It works in many languages, discards look alikes, and summarises the credible risk for the analyst with the sources attached.

Deployments

7 public, best grade B

Reported handling time reduction

at least 60%

Save the Children, vendor claim

BankingPayments and cards

AI for perpetual KYC and event driven customer due diligence

Perpetual KYC is AI that keeps each customer's due diligence file current by replacing calendar driven reviews with continuous, event driven refreshes. It watches for trigger events such as an ownership, address or behaviour change or a new adverse finding, refreshes the file automatically where it can, and involves an analyst only when something material changes. The risk rating and the first file for a new business client are separate use cases.

Deployments

6 public, best grade B

Reported cost reduction

40%

JPMorgan Chase, organization claim

BankingReal estate

AI income and document verification for mortgage underwriting

AI income and document verification is software that classifies a mortgage application's documents and calculates the borrower's qualifying income for underwriters. It classifies the pay stubs, bank statements, tax forms and other documents, applies the investor's or agency's own income rules, checks documents for signs of alteration, and sends only low confidence or unusual files to an underwriter, with every calculated figure linked to its source page.

Deployments

9 public, best grade C

Median handling time reduction, vendor reported

78.5%

4 deployments, 2 "up to" values left out

Banking

AI orchestration of corporate account opening and channel setup

AI corporate account onboarding orchestration runs the operational setup of a corporate client after due diligence is approved, turning manual work between teams into a tracked, guided flow. It reads mandates, board resolutions and signatory documents, prepares accounts, users, roles and payment entitlements for approval, configures channel access, and chases outstanding items with the client.

Deployments

4 public, best grade B

Reported cycle time reduction

about 80%

Citi, organization claim

BankingAutomotive

AI underwriting and verification for auto loans

AI underwriting and verification for auto loans is AI that verifies the income, identity, employment and residence data on an application for a lender. It checks that data in real time against supporting documents and external databases, clears routine stipulations automatically, flags fraud patterns such as altered pay stubs, and gives the lender's credit policy engine a verified, structured application instead of a stack of documents a person has to check by hand.

Deployments

7 public, best grade B

Reported automation rate

70%

Westlake Financial, organization claim

What the evidence says

Computed from the 64 public deployments behind these use cases. Numbers update with every checked record.

Benchmarks with at least 3 pooled values

Benchmarks across Onboarding and KYC use cases
KPI	Median	Reported range	Data points	Claimed by
Handling time reduction	67% vendor reported	60% to 90% Not pooled: up to 85%, up to 67%, up to 50%	5plus 3 up to	5 vendor
Cycle time reduction	23%	20% to 80% Not pooled: up to 70%	3plus 1 up to	2 organization, 1 vendor
Automation rate	70%	25% to 76%	3	3 organization