Banking
Trade document examination is AI that reads documents presented under a letter of credit or collection, such as the bill of lading, for bank examiners. It also reads the commercial invoice, packing list and certificates, extracts and cross checks the data, and tests it against the instructions and the ICC rules, including UCP 600 and ISBP for letters of credit. It lists discrepancies by severity with the rule cited, so qualified examiners focus on the genuine exceptions.
Deployments: 10 public, best grade B
Reported cycle time reduction: about 94% (JPMorgan, vendor claim)
Banking, Payments and cards
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 analyzes 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)
Banking, Insurance
AI account servicing execution is AI that reads and acts on servicing requests landing in operations queues, such as address or beneficiary changes, for back office staff. It checks each request against policy and entitlements, then prepares or makes the change, such as mandate changes, standing instructions, reissues, payoff and reference letters and loan maintenance, in core systems under dual control.
Deployments: 3 public, best grade B
Reported cycle time reduction: 95% (SS&C Technologies, vendor claim)
Cross industry, Insurance
An AI assistant that reads board and committee papers before a meeting and gives each director a short, cited briefing. The briefing covers what changed since last time, the decisions being asked of the board, the risks flagged and the open questions worth raising, with page references back to the source pack.
Deployments: 3 public, best grade C
Autonomy: Assist
Banking, Payments and cards
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: 7 public, best grade C
Reported cycle time reduction: about 75% (Emirates NBD, organization claim)
Cross industry, Manufacturing
AI cash application is AI that reads remittance advices in many formats and matches incoming customer payments to open receivable invoices for accounts receivable teams. It proposes deduction and short pay reason codes from prior resolutions and routes only the genuine exceptions to an analyst, so the sub ledger clears itself for the clean majority of payments.
Deployments: 6 public, best grade C
Median automation rate, vendor reported: 96% (5 deployments)
Payments and cards, Banking
AI chargeback and representment is AI that runs the dispute engine room for issuers, acquirers and merchants, mapping each dispute to the network reason code. It gathers the matching evidence, assembles a network compliant chargeback or representment package, drafts the rebuttal, tracks every deadline and processes pre dispute alerts so a refund can be issued before a chargeback lands.
Deployments: 10 public, best grade B
Autonomy: Supervised agent
Insurance
Claims triage and straight through processing is AI that reads each new insurance claim and its documents and scores its complexity, cover questions, fraud and recovery signals. It sends each claim to the right handling path and handler, and settles simple, low risk claims end to end within set limits without a person touching them.
Deployments: 12 public, best grade B
Reported automation rate: about 55% (Lemonade, organization claim)
Insurance
AI that reads incoming broker submissions for commercial insurance so underwriters open a complete, prioritized file instead of an inbox. It reads emails, applications, schedules of values, loss runs and supplements, extracts the risk data into a structured record, checks clearance and appetite, and enriches and ranks the risk with internal and third party data.
Deployments: 9 public, best grade B
Reported accuracy: about 98% (Paragon Insurance Group, organization claim)
Cross industry, Banking
AI continuous controls testing checks every transaction or record against a control's rule instead of a periodic sample, giving continuous, full population assurance. It collects evidence from source systems, maps each artifact to the control it supports, flags exceptions for a human to judge, and prepares the risk and control self assessment from incident and loss data for the business to review.
Deployments: 3 public, best grade B
Autonomy: Supervised agent
Government and public sector
AI case file summarization is AI that condenses court filings, case files, evidence recordings and earlier decisions into structured summaries for judges, prosecutors, tribunal staff and government lawyers. It also produces chronologies and draft case reports with references to the source pages, so they find what matters faster while the person responsible reads the underlying material and makes every legal judgment.
Deployments: 10 public, best grade B
Reported accuracy: at least 90% (Oman Public Prosecution, organization claim)
Logistics and transportation, Retail and ecommerce
AI customs classification and declaration is AI that reads what is being shipped and proposes the tariff classification code for a customs declaration. It uses the commercial invoice, the product data and sometimes a photo, gives its reasoning and a confidence score, drafts the declaration with value, origin and parties, and sends only uncertain or high risk entries to a licensed customs specialist before filing.
Deployments: 4 public, best grade B
Reported automation rate: 90% (United Parcel Service, organization claim)
Cross industry, Professional services
AI for eDiscovery and disclosure document review sorts, prioritizes and codes large collections of emails, chats and files for relevance, issues and legal privilege. It works across litigation, investigations and regulatory requests, so lawyers review the documents most likely to matter and can show the court how the rest were handled.
Deployments: 5 public, best grade B
Reported cycle time reduction: 85% (Purpose Legal, vendor claim)
Government and public sector
AI for freedom of information request processing is AI that helps a public body handle freedom of information and open government requests. It logs and clarifies requests, spots duplicates, searches and deduplicates the records in scope, proposes redactions with the applicable exemption, and drafts the response letter, with an FOI officer deciding what is released.
Deployments: 7 public, best grade B
Reported accuracy: 98% (U.S. Food and Drug Administration, organization claim)
Insurance, Healthcare
AI for health insurance prior authorization and claims adjudication reads prior authorization requests, medical claims and appeals, and prepares a summary and recommendation for a clinician or adjudicator. It works from the clinical and billing documents attached to each case, extracts diagnoses, treatments and costs, and checks them against the policy and published clinical criteria, while the clinician or adjudicator makes every adverse decision.
Deployments: 6 public, best grade B
Median handling time reduction, vendor reported: 50% (3 deployments)
Healthcare, Insurance
AI for healthcare claims fraud, waste and abuse detection reads healthcare claims and provider billing patterns to flag fraud, waste and abuse for a payment integrity investigator. It checks claims before or shortly after payment and sends every flag with its reasons to the investigator, while a narrow set of clear rule violations can be denied automatically before payment.
Deployments: 4 public, best grade B
Autonomy: Assist
Government and public sector
An immigration and visa application assistant is AI that helps applicants understand visa requirements and submit complete applications, and helps immigration staff prepare cases. It extracts form data, classifies evidence, routes applications and supports interviews, while every grant or refusal is decided by an officer against the immigration rules.
Deployments: 7 public, best grade B
Autonomy: Copilot
Cross industry, Banking
AI correspondence triage and routing is AI that sorts inbound letters, emails, uploads and secure messages before anyone answers them, so each one reaches the right team. It brings everything into one intake, identifies what each item is, extracts the key fields, links it to the right customer and account, sets priority and routes it to the right workflow, replacing the manual sorting desk.
Deployments: 9 public, best grade B
Median accuracy: 91% (3 deployments)
Insurance
Claims fraud detection is AI that scores every insurance claim for fraud from first notice of loss onwards, combining claim, policy, document, image and network data. It finds suspicious claims, organized rings and inflated losses, and sends each alert with its reasons to a claims handler or special investigations unit for review.
Deployments: 12 public, best grade B
Autonomy: Assist
Insurance
Renewal and retention AI prepares and runs the insurance renewal cycle, digitizing renewal submissions and changes in risk for underwriters and flagging policies at risk of lapsing or leaving. It also prepares the renewal conversation and answers customers' renewal questions, while renewal prices stay governed by the insurer's pricing rules and fair value obligations.
Deployments: 5 public, best grade B
Reported automation rate: 100% (JAGADIRI, vendor claim)
Banking, Payments and cards
AI for ledger and payment reconciliation matches financial records to each other and flags the exceptions for a human to review. It matches entries across nostro and vostro statements, card and scheme settlement files, the general ledger and suspense accounts, proposes the matches and clearing journals, and routes only the genuine breaks to an operator with a plain language explanation.
Deployments: 8 public, best grade B
Reported automation rate: about 95% (Capital Area Food Bank, vendor claim)
Banking, Payments and cards
AI for payment investigations and exceptions works the payments that fall out of straight through processing, by reading the failure and repairing or enriching the message. It drafts the ISO 20022 or SWIFT investigation, chases the counterparty bank and proposes a return, recall or correction, while an operator approves anything that moves money.
Deployments: 2 public, best grade B
Reported automation rate: at least 10% (BNY, organization claim)
Government and public sector
Permit and license application processing is AI that helps applicants submit complete applications and helps officers process them. It answers questions about requirements, checks applications for missing or inconsistent information, pulls the relevant policies, history and constraints, and drafts reports, while the grant or refusal stays with a named officer or a published rule.
Deployments: 10 public, best grade B
Reported accuracy: at least 85% (Leeds City Council, organization claim)
Banking, Payments and cards
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 behavior 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)
Pharma and life sciences, Government and public sector
AI for pharmacovigilance adverse event case intake is AI that takes in adverse event reports about medicines, vaccines and devices for drug safety teams. It receives reports from calls, emails, forms, literature and partner files, decides whether each is a valid case, flags seriousness, extracts and codes the case data into the safety database format, and routes it to drug safety professionals, who review medical content and regulatory reporting.
Deployments: 9 public, best grade B
Reported handling time reduction: 23.3% (Bayer, organization claim)
Cross industry, Banking
AI policy drafting and gap analysis is an assistant that reads a new or changed obligation and checks which internal policies it affects, for compliance and legal teams. It finds every policy, standard and procedure the obligation touches, flags clauses that now conflict or are silent, and drafts the updated wording in house style as a redline for the policy owner to approve.
Deployments: 7 public, best grade B
Autonomy: Copilot
Cross industry, Professional services
AI for RFP and proposal response drafting is AI that helps sales and bid teams answer requests for proposal, tenders, security questionnaires and sales proposals. It breaks the request into questions and requirements, retrieves approved answers and past proposals, drafts the response and a compliance matrix, and routes open points to subject matter experts, with a proposal manager reviewing everything before submission.
Deployments: 7 public, best grade C
Reported handling time reduction: 75% (GroupeActive, organization claim)
Banking, Wealth and asset management
AI assisted assembly of on request bank documents, such as statements, tax certificates and audit confirmations, where figures come from the system of record and layout from approved templates. AI handles request intake, validation and the free text parts, for documents such as account and card statements, interest certificates, balance and closure letters.
Deployments: 2 public, best grade B
Reported automation rate: 62% (Crédit Agricole Bank Polska, vendor claim)
Insurance
AI subrogation detection is AI that reads open and closed claims to find cases where a third party is wholly or partly liable. It estimates liability and the recoverable amount under the applicable negligence and recovery rules, and sends scored recovery opportunities with their reasons to the subrogation team.
Deployments: 3 public, best grade B
Autonomy: Assist
Banking, Insurance
Supervisory exam response assembly is an AI assistant for a bank's regulatory affairs team that reads a supervisory information request or exam question and drafts a response. It retrieves the relevant evidence, policies and prior correspondence, so legal and compliance can approve the draft, and tracks every commitment and remediation action through to closure.
Deployments: 3 public, best grade B
Autonomy: Copilot
Cross industry, Banking
AI supplier invoice processing is AI that captures supplier invoices in any format and extracts the header and line data. It matches invoices to purchase orders and goods receipts, proposes tax and cost center coding, flags duplicates and suspected fraud, and routes them for approval and posting, leaving only exceptions to accounts payable staff.
Deployments: 10 public, best grade B
Median automation rate: 70% (4 deployments)
Cross industry, Banking
AI for vendor due diligence reviews a vendor's security questionnaires, SOC and assurance reports and contracts against an organization's control requirements, and researches the vendor for a risk team. It also checks model documentation, researches the vendor's ownership, sanctions, financial health and adverse media, drafts the risk assessment for a human to approve, and keeps the register of material service providers current with ongoing monitoring.
Deployments: 5 public, best grade B
Autonomy: Copilot
Banking, Real estate
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: 12 public, best grade B
Median handling time reduction, vendor reported: 78.5% (4 deployments, 2 "up to" values left out)
Real estate
AI lease abstraction reads a commercial lease, amendment or letter of intent and pulls out the key terms into structured data for property owners, occupiers and brokerages. The terms include parties, dates, rent, escalations, options and renewal notices, so nobody has to retype every clause by hand into the lease administration and portfolio systems.
Deployments: 10 public, best grade C
Reported productivity gain: 90% (Claroty, vendor claim)
Professional services, Cross industry
A legal research and drafting assistant is a generative AI tool that finds and summarizes case law and legislation for lawyers, answering legal questions with citations. It works for lawyers in firms, legal departments and public bodies, also searching internal know how and drafting first versions of memos, briefings, letters and filings, which the lawyer verifies and signs off.
Deployments: 13 public, best grade B
Median employee adoption: 80% (5 deployments)
Healthcare
AI medical coding automation reads a clinical encounter's documentation and assigns the diagnosis and procedure codes needed for billing and reporting. It uses code sets such as ICD-10, CPT and HCPCS, working either as suggestions for a certified coder or autonomously for encounters it can code with high confidence, sending the rest to coders with the reasons.
Deployments: 7 public, best grade B
Median automation rate: 92% (3 deployments)
Banking, Real estate
A mortgage underwriting decision engine is AI that reads a loan file, applies the lender's and investors' guidelines, and returns an approve, refer or open conditions status for each loan. It sits above document and income checks, and underwriters handle the files it refers.
Deployments: 4 public, best grade B
Reported productivity gain: about 50% (NEO Home Loans, vendor claim)
Banking
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)
Cross industry, Manufacturing
Sales quote and estimate generation is AI that turns a customer's product list, drawing, roof photo or request for quotation into a draft quote for a seller or estimator. It reads the input, matches items to the catalog, calculates quantities and applies the organization's price rules, and the seller or estimator then checks and sends it.
Deployments: 4 public, best grade C
Reported handling time reduction: 87.5% (Enpal, vendor claim)
Banking
AI loan restructuring recommendations are an assistant that proposes the best hardship arrangement for a stressed borrower, for a person to approve. It assembles the borrower's position and tests options such as a term extension, rate relief, payment holiday or due date change against policy and affordability, then recommends the best fit with a written rationale.
Deployments: 1 public, best grade B
Autonomy: Copilot
Cross industry, Banking
Regulatory horizon scanning is AI that continuously reads publications from the regulators and standard setters an organization answers to and classifies each item by relevance and urgency. It breaks new rules into individual obligations and maps them to the internal policies and controls that meet them, so compliance owners see what changed and where the gaps are.
Deployments: 5 public, best grade B
Autonomy: Assist
Wealth and asset management
Estate and trust document drafting is an AI assisted workflow for wealth advisors that extracts and summarizes what a client's existing will, trust and power of attorney documents say. It flags where documents disagree or contain an error, for an advisor to review. Some platforms in this category also fill an attorney reviewed, jurisdiction specific template with the client's facts to produce a new draft estate document; whether that filling step itself runs on a model, or is document assembly outside the AI feature, is a vendor by vendor question the evidence on this page does not settle.
Deployments: 4 public, best grade C
Autonomy: Copilot
Pharma and life sciences
AI batch record and deviation review reads and correlates batch records, sensor data and quality certificates from a pharmaceutical manufacturing line to flag quality deviations. It compares each new batch against a profile of the best performing past batches and flags the process parameters and deviations that explain a change in yield or quality, so manufacturing science and quality teams can act on a cause instead of reading records line by line after the fact.
Deployments: 4 public, best grade B
Reported cost reduction: 2% (Recordati, vendor claim)
Government and public sector
Public tender risk screening is AI that reads tender notices and procurement records and alerts auditors to likely errors, rigging or fraud before a contract is awarded. Audit offices and ministries use it to give auditors a short list of flagged tenders to review while a tender is still open.
Deployments: 4 public, best grade B
Autonomy: Assist
Banking
Trade finance crime screening is AI that checks every trade finance transaction for financial crime risk, for banks. It checks parties, vessels and ports against sanctions and watchlists, tests goods descriptions against dual use and controlled goods lists, compares unit prices with benchmarks for over or under invoicing, and reads trade documents and messages for laundering red flags, then prepares a case narrative for a human investigator.
Deployments: 7 public, best grade C
Autonomy: Supervised agent
Cross industry, Government and public sector
Spend classification is AI that reads purchase orders, invoices, card transactions and contracts and assigns each line of spend to a category, for procurement teams. It assigns spend to the organization's taxonomy and to the right supplier, so procurement can see what is bought, from whom and where to consolidate or negotiate.
Deployments: 4 public, best grade B
Autonomy: Supervised agent
Insurance
AI medical evidence summarization reads the medical records behind a life or health insurance application and turns them into a structured, cited summary for the underwriter. The records include attending physician statements, electronic health records, lab results and disclosures, and the summary covers conditions, treatments and dates, mapped to the insurer's underwriting manual so the underwriter can decide faster and more consistently.
Deployments: 4 public, best grade B
Reported cycle time reduction: about 50% (Aviva, organization claim)
Education
AI admissions application review is software that reads parts of a university application, such as essays or grades and activities, and gives staff a score or recommendation; people still decide admission. It speeds up the first read of a very large pool and applies one rubric to every file.
Deployments: 4 public, best grade B
Reported accuracy: 88% (Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, organization claim)
Cross industry, Banking
An AI model inventory is a governed register of every AI system and model an organization builds, buys or uses, for risk and compliance teams. Each entry records the owner, purpose, data, risk tier and approval status, kept current by AI that discovers unregistered use, reads the documentation and assembles the evidence a board, auditor or supervisor asks for.
Deployments: 7 public, best grade B
Autonomy: Copilot
Technology and software, Government and public sector
Requirements to test cases is AI that reads product requirements, specifications or recorded sessions and drafts structured user stories, acceptance criteria and test cases for QA engineers to review. It also checks the source for gaps, ambiguity and contradictions, drafts the cases in a format such as Gherkin, and traces each item back to the requirement it covers.
Deployments: 6 public, best grade B
Reported cycle time reduction: 67% (LTIMindtree, vendor claim)
Government and public sector
AI public service translation is AI that translates government content, documents and conversations between officials and the public, in writing and in real time speech. This lets people use public services in their own language, with human translators and interpreters reviewing anything that carries legal or safety weight.
Deployments: 13 public, best grade B
Autonomy: Copilot
Government and public sector
Case admissibility and selection triage is AI that reads an incoming appeal or petition at a supreme or constitutional court and classifies it by legal theme. It suggests whether the case belongs with others already grouped for combined resolution or should go to full review, so staff and justices spend time on the judgment, not sorting the docket by hand; a person confirms every classification before it affects a case.
Deployments: 4 public, best grade B
Reported accuracy: 85% (Supremo Tribunal Federal, organization claim)
Banking, Automotive
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)
Banking
Conversational AI for loan application intake is an assistant on web, app, messaging or voice that captures a loan application through dialogue with the customer. It explains loan products in the customer's language, checks documents and basic eligibility rules, and hands a complete, structured application to origination, without making the credit decision.
Deployments: 6 public, best grade B
Autonomy: Supervised agent
Cross industry, Banking
An internal audit copilot is AI that helps internal auditors plan and write up audits, from drafting planning materials to summarizing evidence and drafting findings. It drafts planning memos and document request lists from prior audits, summarizes large evidence sets, builds risk and control matrices from policies and process documents, and drafts findings and reports, with every statement traceable to evidence and a qualified auditor accountable for every conclusion.
Deployments: 4 public, best grade B
Reported handling time reduction: 55% (Banco Bradesco, vendor claim)
