Business function

AI use cases for customer service

The most documented AI use cases for customer service are first line contact center, citizen information assistant and live agent assist, across 691 public deployments by 620 organizations. Answering, resolving and routing customer requests across phone, chat, messaging and email.

Use cases
95
Deployments
691
Organizations
620
Outcome disclosed
59%

The 10 most common AI use cases for customer service

Ranked by the number of organizations with a public deployment, as of 11 November 2026.

  1. 1
    AI agent for first line contact center service

    An AI first line contact center agent answers inbound customer contact on phone, chat and messaging, resolving general and routine questions end to end in the customer's own language.

    92 organizations
    55% median containment rate
    19 deployments
  2. 2
    AI assistant for citizen information and government services

    A citizen information assistant is an AI assistant that answers residents' and businesses' questions about government services in plain language, grounded only in official guidance with links to the source.

    35 organizations
    50% customer satisfaction
    one deployment, vendor claim
  3. 3
    Real time AI assist for contact center agents

    Live agent assist is AI that helps a contact center agent during a live call or chat by transcribing it and surfacing the right knowledge and next step.

    26 organizations
    35% median handling time reduction
    4 deployments
  4. 4
    AI enterprise knowledge search for employees

    Enterprise knowledge search is an AI assistant that lets any employee ask a question in plain language and get a synthesized answer from the organization's own documents.

    20 organizations
    90% median employee adoption
    5 deployments
  5. 5
    AI agent for account and card servicing

    An AI account and card servicing agent is an AI agent that resolves routine banking account and card requests for customers, end to end.

    17 organizations
    84.8% median containment rate
    4 deployments
  6. 6
    AI agent for payment initiation within a customer mandate

    Agentic payment initiation is an AI agent that initiates and completes payments or purchases on a customer's behalf, within a mandate the customer set in advance.

    17 organizations
    about -67% conversion uplift
    one deployment, organization claim
  7. 7
    AI agent for apartment leasing inquiries and resident service

    An AI leasing and resident service agent answers rental prospects and residents by chat, text, email and phone for a property manager.

    15 organizations
    66% containment rate
    one deployment, vendor claim
  8. 8
    AI agent for utility billing, payments, meter readings and move in or move out

    An AI agent for utility billing and moves explains bills and tariffs, takes meter readings and manages payments and account moves for energy and water customers.

    13 organizations
    69% median containment rate
    4 deployments
  9. 9
    AI shopping assistant for product discovery and recommendations

    An AI conversational shopping assistant answers product questions and recommends items from a retailer's own catalog, for a need, project or occasion a shopper describes.

    13 organizations
    100% median conversion uplift
    3 deployments
  10. 10
    AI translation and interpretation for multilingual public services

    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.

    13 organizations

95 Customer service use cases

620 organizations in 64 countries run these use cases in public. 59% of those 691 deployments disclose a measurable outcome.

Education

AI academic advising assistant for course selection and degree requirements

An AI academic advising assistant is an AI chatbot that answers students' questions about degree requirements, course selection, prerequisites and majors. It works from the institution's own catalog and advising documents, so students get quick answers to routine questions and are directed to a human advisor for anything that needs judgment, is time sensitive, or falls outside what the assistant can see.

Deployments
4 public, best grade B
Autonomy
Assist
BankingPayments and cards

AI agent for account and card servicing

An AI account and card servicing agent is an AI agent that resolves routine banking account and card requests for customers, end to end. It handles things like balances, statements, card blocks and replacements, PIN resets and limit changes, across app, web, messaging and phone, and hands anything sensitive or unusual to a human with the full context.

Deployments
17 public, best grade B
Median containment rate
84.8%
4 deployments
Real estate

AI agent for apartment leasing inquiries and resident service

An AI leasing and resident service agent answers rental prospects and residents by chat, text, email and phone for a property manager. It answers questions about apartments and policies, books tours, takes maintenance requests, sends renewal and payment reminders, and hands anything that needs judgment to leasing or service staff.

Deployments
15 public, best grade B
Reported containment rate
66%
GESOBAU AG, vendor claim
Banking

AI agent for ATM and self service device assistance

An AI agent for ATM and self service device assistance helps customers with problems at or around ATMs and similar machines. It handles issues such as a withdrawal that did not pay out, a retained card, a blocked PIN or finding a working machine with cash, over the app, chat or phone, and it opens and tracks the claim or hands it to a person when it cannot be resolved.

Deployments
1 public, best grade B
Reported satisfaction uplift
150%
NatWest Group, organization claim
Cross industryLogistics and transportation

AI agent for B2B sales order capture from email, WhatsApp and PDF

A B2B sales order capture agent is AI that reads customer orders arriving by email, WhatsApp, voicemail, PDF or fax and turns them into sales orders in the ERP. Staff review the exceptions it flags instead of retyping every line.

Deployments
6 public, best grade C
Median cycle time reduction, vendor reported
90%
4 deployments
Cross industryBanking

AI agent for branch finding and appointment booking

A branch and appointment booking agent is a conversational AI that finds the nearest suitable location and books an in person or video appointment with the right specialist. It checks opening hours and services offered, and records the visit reason so staff are prepared. In banking it answers where the nearest branch is and books the mortgage or business banker; retail, healthcare and property have the same job.

Deployments
5 public, best grade B
Autonomy
Autonomous
BankingPayments and cards

AI agent for card dispute intake

Card dispute intake is a customer facing AI agent that finds a disputed card transaction and separates suspected fraud from merchant disputes and simple confusion. It explains the customer's rights and timelines, collects the details and evidence the rules require, and opens a correctly classified dispute case for the operations team.

Deployments
3 public, best grade B
Autonomy
Supervised agent
Cross industryBanking

AI agent for complaints recognition, investigation and response

An AI agent that recognizes, investigates and drafts a response to a customer complaint for a human handler to approve. It logs the complaint against the regulatory definition, classifies its root cause and severity, gathers the evidence, drafts the acknowledgement and the response, and tracks every statutory deadline until the case is closed.

Deployments
8 public, best grade B
Reported time saved per task
about 7 minutes
Yorkshire Building Society, vendor claim
Automotive

AI agent for dealer service retention and aftersales outreach

AI dealer service retention is an AI agent that reaches vehicle owners by text or email when service is due and books the appointment in that conversation. It continuously mines a dealer's service records for each vehicle's factory intervals, declined work, open recalls and lapsed visits, and answers what is due, so a lean service team keeps more of the visits it would otherwise lose to time or a competitor.

Deployments
5 public, best grade C
Autonomy
Supervised agent
Telecommunications

AI agent for device and connectivity troubleshooting on voice and chat

An AI troubleshooting agent diagnoses and fixes a customer's broadband, mobile, TV or device problem by conversation on the phone or in chat. It runs line tests and remote resets through the operator's systems, guides the customer step by step, and books an engineer or hands over to a technician when the fault needs a person.

Deployments
6 public, best grade B
Median containment rate
70%
3 deployments
Cross industryBanking

AI agent for early collections and hardship support

A voice and messaging agent that contacts customers in early arrears to collect payments. It answers their inbound calls too, takes payments and sets up payment arrangements within preapproved rules, and recognizes signs of hardship or vulnerability so those customers go straight to a trained person.

Deployments
6 public, best grade B
Reported cost reduction
75%
SameDay Auto Finance, vendor claim
Energy and utilities

AI agent for EV charging driver support and charger troubleshooting

An AI agent for EV charging driver support answers the phone, chat and email contacts of drivers who cannot start or finish a charging session. It identifies the charger and session, checks its status in the charge point management system, runs remote actions such as ending a session, releasing a cable lock or resetting the charger, and hands the case to a person when the fault needs one.

Deployments
3 public, best grade C
Reported containment rate
about 70%
EVPassport, vendor claim
Media and entertainment

AI agent for fan and ticketing service at sports clubs

A fan and ticketing service agent answers supporters of a sports club on its website and app: ticket phases, memberships, the fan shop, stadium access, parking and match day logistics. It resolves routine questions from the club's own content and hands ticketing cases, complaints and anything it cannot answer to the service team.

Deployments
4 public, best grade C
Median containment rate, vendor reported
70%
3 deployments
Cross industryBanking

AI agent for first line contact center service

An AI first line contact center agent answers inbound customer contact on phone, chat and messaging, resolving general and routine questions end to end in the customer's own language. It routes everything complex, sensitive or regulated to the right human team, with the context attached.

Deployments
95 public, best grade A
Median containment rate
55%
19 deployments, 1 "up to" value left out
Insurance

AI agent for first notice of loss claims intake

A first notice of loss agent is an AI agent that takes the first notice of loss from a policyholder by phone, chat or app. It identifies the policy, collects the facts of the incident and the evidence the claim type needs, opens the claim in the claims system, tells the customer what happens next, and hands complex, injured or vulnerable claimants to a human handler.

Deployments
7 public, best grade B
Reported accuracy
90%
DOMCURA, vendor claim
Travel and hospitality

AI agent for flight disruption and rebooking

An AI flight disruption and rebooking agent tells airline passengers proactively when their flight is delayed, canceled or misconnected and helps them rebook. It explains why, and lets them rebook, request a refund or voucher, or claim care such as meals and hotels in one conversation on app, messaging, web or phone, within the airline's reaccommodation rules and passenger rights, handing complex itineraries and upset customers to a human with the context attached.

Deployments
6 public, best grade B
Reported automation rate
97%
Air India, vendor claim
BankingPayments and cards

AI agent for fraud alert confirmation with cardholders

AI fraud alert confirmation is a customer facing AI agent that contacts a cardholder when a fraud engine flags a card transaction, verifies them and asks if they made it. It reaches them in the channel they actually respond to and acts on the answer: releasing the block so a retry succeeds, or freezing the card and starting the fraud claim.

Deployments
6 public, best grade B
Reported fraud loss reduction
76%
Commonwealth Bank of Australia, organization claim
Insurance

AI agent for insurance policy servicing

An insurance policy servicing agent is AI that answers policyholders' coverage questions from their own policy documents and completes routine policy changes and document requests across chat, messaging and phone. Examples include address and vehicle changes, adding a named driver or item, payment method updates, and certificates and proof of cover, and it hands anything complex or sensitive to a human with the context.

Deployments
6 public, best grade B
Reported containment rate
at least 50%
Lemonade, organization claim
Telecommunications

AI agent for network outage detection and customer communication

AI network outage communication is an agent that turns network alarms into a clear picture of which customers are affected by an outage and why. It proactively tells those customers by message, app or phone, giving a cause and an estimated fix time, answers their questions during the incident, and updates them until service is restored.

Deployments
2 public, best grade B
Autonomy
Supervised agent
Media and entertainment

AI agent for newspaper and publisher subscriber service

A publisher subscriber service agent answers readers of a newspaper or magazine on subscriptions, billing, delivery, digital access and cancellations, by chat or by preparing email replies. It can use the subscription and billing systems to look up the reader's account and hands unusual cases to the service team.

Deployments
3 public, best grade C
Reported containment rate
78.8%
Politiken, vendor claim
Cross industryRetail and ecommerce

AI agent for order status, delivery changes and returns

An AI order status and returns agent answers "where is my order", changes delivery details and arranges returns, exchanges and refunds for online and omnichannel shoppers. It does this end to end, by reading and writing to the order, carrier and returns systems within the retailer's policy, and hands exceptions such as damaged goods, disputes and upset customers to a person.

Deployments
9 public, best grade B
Median customer satisfaction, vendor reported
92.5%
4 deployments
Healthcare

AI agent for outbound post discharge and recovery follow up calls

An AI post discharge follow up agent phones patients after discharge or a procedure, asks clinician approved questions about their recovery and flags anyone who needs a clinical review. Nurses and doctors read the call reports and call back the flagged patients, so routine check ins no longer take clinical time for every patient.

Deployments
5 public, best grade B
Reported accuracy
99.5%
Oxford University Hospitals NHS Foundation Trust, organization claim
Cross industryHealthcare

AI agent for outbound reminders and confirmations by voice and messaging

An AI agent for outbound reminders and confirmations contacts customers about something they already booked or ordered, to remind them and confirm attendance. That can be an appointment, a delivery, a reservation or a service visit, and the agent lets them cancel or move it in the same conversation, by phone, SMS, WhatsApp or email. This is operational service outreach, not marketing: nothing is sold, and success is measured in kept appointments and reused slots, not in conversion.

Deployments
4 public, best grade B
Autonomy
Supervised agent
Logistics and transportation

AI agent for parcel tracking and delivery exceptions

An AI agent for parcel tracking and delivery exceptions answers "where is my parcel" and resolves delivery exceptions for parcel carriers and postal operators. It handles issues such as missed deliveries, redelivery or a change of address or pickup point, delays, customs holds and lost or damaged parcel claims, on chat, messaging and phone, and hands disputes and claims above set limits to a human with the tracking history attached.

Deployments
9 public, best grade B
Median containment rate
85%
3 deployments

What the evidence says

Computed from the 691 public deployments behind these use cases. Numbers update with every checked record.

Benchmarks with at least 3 pooled values

Benchmarks across Customer service use cases
KPIMedianReported rangeData pointsClaimed by
Containment rate70%
20% to 96%
Not pooled: up to 88.5%
50plus 1 up to21 organization, 29 vendor
Accuracy90.5%
76% to 100%
2210 organization, 12 vendor
Contact deflection29%
5.6% to 80%
Not pooled: up to 30%, up to 25%, up to 12%
16plus 3 up to10 organization, 6 vendor
Customer satisfaction88.9%
44% to 98%
175 organization, 12 vendor
Automation rate73.2%
10% to 100%
Not pooled: up to 70%, up to 50%
12plus 2 up to6 organization, 6 vendor
Cycle time reduction67%
18.8% to 95%
Not pooled: up to 60%
11plus 1 up to1 organization, 10 vendor
Deployments by stage
  • Announced
    22
  • Pilot
    90
  • Production
    416
  • Scaled
    160
  • Paused or rolled back
    3
Public deployments by region
  • North America
    253
  • Europe
    213
  • Asia Pacific
    93
  • Middle East
    75
  • Africa
    28
  • Global
    15
  • Latin America
    14

Organizations with a public deployment

  • 1. FC Köln
  • ABN AMRO
  • ACT Fibernet
  • AIA Group
  • ANZ New Zealand
  • AOK PLUS
  • AT&T
  • Absa Bank
  • Absa Group
  • Abu Dhabi Commercial Bank (ADCB)
  • Abu Dhabi Government (TAMM)
  • Abu Dhabi Islamic Bank (ADIB)
  • Ace Hardware
  • Acentra Health
  • Achieve
  • Adelphi University
  • Advanced Info Service (AIS)
  • Aena
  • Aetna
  • Aftonbladet
  • Agencia Estatal de Administración Tributaria (AEAT)
  • Air Canada
  • Air India
  • Airbnb
  • Ajman Bank
  • Albert Heijn
  • Albertsons Companies
  • Albo
  • Aldar Properties
  • Alipay
  • Alizz Islamic Bank
  • All Nippon Airways
  • Allianz Partners
  • Alnylam Pharmaceuticals
  • Aman Bank
  • Amazon
  • Amen Bank
  • American National Insurance
  • Americana Restaurants
  • Anaconda
  • Aptive Environmental
  • Aqua Finance
  • Arab Bank
  • Aramex
  • Armstrong
  • Art Basel
  • Asiacell
  • Asset Living
  • AssetMark
  • AtlantaSanad Assurance
  • Attijariwafa bank
  • Auburn University
  • Audibel
  • Austin Peay State University
  • Australian Taxation Office
  • AutoCamp
  • AvalonBay Communities
  • Avenue5 Residential
  • Aviva
  • Aydem Energy
  • Aéroports de Lyon (VINCI Airports)
  • BARK
  • BBVA
  • BBVA México
  • BLS AG
  • BMW Group
  • BNY
  • BPCE Group
  • BT Business
  • BT Group
  • BYD
  • Baltimore City 911 (Emergency Communications)
  • Banca Transilvania
  • Banco Santander
  • Bangkok Hospital
  • Bank ABB
  • Bank ABC
  • Bank of America
  • Bank of the Philippine Islands
  • Banque Misr
  • Barclays US Consumer Bank
  • Batelco
  • Bausparkasse Schwäbisch Hall AG
  • Bell Canada
  • Best Buy
  • Better.com
  • Bharti Airtel
  • BillGO
  • Block, Inc.
  • Bloomberg Connects
  • Board of Governors of the Federal Reserve System
  • Bob King Mazda
  • Bojangles
  • Booking.com
  • Boost
  • Boubyan Bank
  • Bouygues Telecom
  • Bradesco
  • British Gas
  • Brockton Public Schools
  • Bulldog Harley-Davidson
  • Bundesagentur für Arbeit
  • CAF Management
  • CIMB Niaga
  • CZ
  • CaixaBank
  • Calix
  • Canada Revenue Agency
  • Capital One
  • Carrefour
  • Cathay Financial Holdings
  • Cenlar FSB
  • Centers for Disease Control and Prevention
  • Centers for Medicare and Medicaid Services
  • Central Agency for Organization and Administration (Egypt)
  • Central Bank
  • Centre Pompidou
  • Change Please
  • Checkers Drive-In Restaurants
  • Chicago Transit Authority
  • China Merchants Bank
  • China Unicom Sichuan
  • Choreo
  • ChristianaCare
  • Chronopost
  • CircleCI
  • Citi
  • City of Amarillo
  • City of Helsinki
  • City of Kelowna
  • City of New York
  • Citywatt
  • ClearTax
  • CoStar Group
  • Coinbase
  • Colony Foods
  • Comcast
  • Commercial International Bank (CIB)
  • Commonwealth Bank of Australia
  • Community Health Network
  • Cornerstone OnDemand
  • Council of Health Insurance (Saudi Arabia)
  • Crédit Agricole Bank Polska
  • DAMAC Properties
  • DATEV eG
  • DBS Bank
  • DNB
  • DOMCURA
  • DPD Belgium
  • DPD Deutschland
  • DPD UK
  • DZ BANK AG
  • DailyPay
  • Dallas Fort Worth International Airport
  • Danske Bank
  • Day Knight & Associates
  • Definity
  • Delaware County
  • Delta Air Lines
  • Department for Work and Pensions
  • Department of Information and Communications Technology (DICT)
  • Deutsche Bank
  • Deutsche Kreditbank AG (DKB)
  • Deutsche Rentenversicherung Hessen
  • Deutsche Telekom
  • Digital India BHASHINI Division
  • Direction Générale des Impôts (DGI), Morocco
  • Discover Financial Services
  • Discovery Bank
  • DoorDash
  • Dr Balmis General University Hospital
  • Driver and Vehicle Licensing Agency
  • Dubai Electricity and Water Authority
  • Dubai Electricity and Water Authority (DEWA)
  • Dubai Land Department (DLD)
  • Dubai Police
  • Dukhan Bank
  • E.ON Grid Solutions
  • E.ON Next
  • EDF
  • ENGIE Belgium
  • EVPassport
  • Ecclesia Group
  • Eedi
  • Egyptian Holding Company for Airports and Air Navigation
  • Elevance Health
  • Elliott Museum
  • Elon University
  • Emirates Islamic
  • Emirates NBD
  • Empire State University
  • Encova Insurance
  • Eneco eMobility
  • Equity Bank Kenya
  • Equity Residential
  • Essent
  • Estonian Information System Authority (RIA)
  • Etihad Airways
  • Etisalat
  • Etisalat Misr
  • European Commission
  • Evri
  • FC Schalke 04
  • Fanatics
  • Federal Bank
  • Federal Emergency Management Agency
  • Federal Student Aid (U.S. Department of Education)
  • Federal Trade Commission
  • Figure
  • Financial Times
  • Finnair
  • First National Bank
  • Flughafen Berlin Brandenburg GmbH
  • Forbes
  • Foreign, Commonwealth and Development Office
  • Foundry
  • Fred Anderson Toyota
  • GESOBAU AG
  • GHT Hotels
  • Galt Police Department
  • Gama Hospital
  • Gangnam-gu Office
  • Garanti BBVA
  • Gelato
  • Gemeente Nissewaard
  • Gemeente Tilburg
  • General Insurance Association of Singapore
  • General Motors
  • Georgia State University
  • Ghana National Disaster Management Organisation
  • GitHub
  • GoHealth
  • GoldOller
  • Good Shepherd Rehabilitation Network
  • Government Digital Service
  • Government of the City of Buenos Aires
  • Great Southern Bank
  • Groupe Al Omrane
  • H&R Block
  • HM Revenue and Customs
  • HSBC
  • HYPE
  • Hamilton County Schools
  • Hana Bank
  • Harvard College
  • Harvard University
  • Health Resources and Services Administration
  • Hemominas
  • Heritage Insurance Holdings
  • HexClad
  • Hippo
  • Hiscox
  • Holland America Line
  • Honda
  • Howard Brown Health
  • Hyundai Card
  • IBK Industrial Bank of Korea
  • IHG Hotels & Resorts
  • ING
  • INPS (Istituto Nazionale della Previdenza Sociale)
  • Imperial Business School
  • Indian Railway Catering and Tourism Corporation (IRCTC)
  • Ingka Group
  • InstaMortgage
  • Instacart
  • Insurance Australia Group
  • Internal Revenue Service
  • Irish Life
  • Itaú Unibanco
  • JAGADIRI
  • JPMorgan Chase
  • JetBlue
  • Jordan Ahli Bank
  • Jordan Kuwait Bank
  • Jumia Egypt
  • KB Kookmin Bank
  • KB Kookmin Card
  • KBC
  • KDDI
  • KPN
  • Kenya Power
  • Kenya Revenue Authority
  • Khaleeji Bank
  • Khalifa University
  • Klarna
  • Korea Airports Corporation
  • Kotak Mahindra Bank
  • Krystal Produce
  • Kuwait Finance House
  • Kwangju Bank
  • Kwik Trip, Inc.
  • L'Oréal
  • LAQO
  • LCL
  • LaGuardia Gateway Partners
  • Labour Market Regulatory Authority (Bahrain)
  • Landmark Properties
  • Lantower Residential
  • Lascana
  • Leeds Castle
  • Leeds City Council
  • Lemonade
  • Les Affaires
  • Liverpool City Region Destination Partnership
  • Lloyds Banking Group
  • Loadsure
  • Loft
  • London Borough of Barnet
  • Longbridge Financial
  • Lowe's
  • Lufthansa Group
  • Lumen Technologies
  • M-DAQ Global
  • MAINGAU Energie GmbH
  • MOGUL.sg
  • MONETA Money Bank
  • Ma'aden
  • Macquarie Bank
  • Madrid Destino
  • Magyar Telekom
  • Majid Al Futtaim
  • Majid Al Futtaim Retail
  • Manulife
  • Mapbox
  • Maroone Auto Group
  • Marriott International
  • Mashreq
  • Massachusetts Port Authority (Massport)
  • Mastercard
  • Mattel
  • Mercedes-Benz Group
  • Miami International Airport
  • Michaels
  • Mid and South Essex NHS Foundation Trust
  • Milton Keynes University Hospital
  • Ministry of Digital Affairs of Poland
  • Ministry of Digital Transformation of Ukraine (Diia)
  • Ministry of Education (Jordan)
  • Ministry of Education and Higher Education, Qatar
  • Ministry of Finance (United Arab Emirates)
  • Ministry of Hajj and Umrah
  • Ministry of Human Resources and Emiratisation (MoHRE)
  • Ministry of Interior (Saudi Arabia)
  • Ministério da Gestão e da Inovação em Serviços Públicos (MGI)
  • Mobily
  • Monee
  • Montgomery County Government
  • Morgan Stanley
  • Movistar Plus+
  • Mozilla
  • Muleshoe Independent School District
  • Murfreesboro Nissan
  • Museo Miraflores
  • Münchener Verein Versicherungsgruppe
  • N26
  • NH Nonghyup Bank
  • NIO
  • NJ Transit
  • NMBS/SNCB
  • NOBULL
  • NYU Langone Health
  • NatWest Group
  • National Agency for Information Society (AKSHI), Albania
  • National Bank of Bahrain
  • National Gallery Singapore
  • Nationwide Building Society
  • Nederlandse Spoorwegen
  • New Look
  • Newcastle City Council
  • Newrez
  • Next
  • Nomad eSIM
  • Nordea
  • North Carolina Central University
  • North Kansas City Hospital
  • North West Meat Company
  • Norwegian Air Shuttle
  • Nsure.com
  • Nubank
  • Nuuly
  • OCBC
  • OTE Group
  • OTP Bank Romania
  • Obvi
  • Octopus Energy
  • Ohio Mutual Insurance Group
  • Olympus Property
  • Omoda
  • OneTouch Direct
  • Ooredoo Oman
  • Ooredoo Qatar
  • Open Network Exchange (ONE)
  • Openreach
  • Oper Credits
  • Oportun
  • Oracle NetSuite
  • Orange France
  • Orange Slovakia
  • Overseas Express
  • Oxford Companies
  • Oxford University Hospitals NHS Foundation Trust
  • PIMCO
  • PKO Bank Polski
  • PLDT
  • PT Kereta Api Indonesia (Persero)
  • Pacific Gas and Electric Company
  • Pacira BioSciences
  • Panera Bread
  • Paragon Honda
  • PayPal
  • Pegasus Airlines
  • Peking Union Medical College Hospital
  • Pick n Pay
  • Plymouth Rock Assurance
  • Politiken
  • Port Authority of New York and New Jersey
  • Porto Seguro
  • PostNL
  • Poste Italiane
  • Presidency of Religious Affairs at the Grand Mosque and the Prophet's Mosque
  • Priceline
  • Princess Alexandra Hospital
  • Progressive
  • Qatar Airways
  • Qatar Central Bank
  • Qatar Company for Airports Operation and Management (MATAR)
  • Qatar Islamic Bank
  • Qatar Ministry of Commerce and Industry
  • Qatar Ministry of Municipality
  • Quilter
  • REA Group
  • RPM Living
  • Raiffeisen Bank International AG
  • Rail Delivery Group
  • Rappler
  • Razorpay
  • Reach Food Group
  • Realtor.com
  • Redfin
  • Regnology
  • Reid Health
  • Reliance Jio
  • Renault
  • Revolut
  • Rightmove
  • Rio de Janeiro City Data Office (Escritório de Dados)
  • Rivian
  • Roads and Transport Authority, Dubai (RTA)
  • Rocket Companies
  • Rocket Mortgage
  • Royal Air Maroc
  • Royal Bank of Canada
  • Ryanair
  • Région Provence-Alpes-Côte d'Azur (Région Sud)
  • SBF Group
  • SBI Sumishin Net Bank
  • SEB
  • SIGNAL IDUNA
  • SK Telecom
  • SPL (Saudi Post)
  • SRG Residential
  • SS&C Technologies
  • Saarbrücker Zeitung Medienhaus
  • Safe Rate
  • Salesforce
  • Salzburg AG
  • SameDay Auto Finance
  • Saudi Energy
  • Saudi Tourism Authority
  • Saudia
  • Savvy Wealth
  • Schladming-Dachstein Tourist Board
  • Schweizerische Bundesbahnen (SBB)
  • Sharjah Maritime Academy
  • Sheffield Children's NHS Foundation Trust
  • Shinhan Bank
  • Shinhan Vietnam Bank
  • Simple (Attijariwafa bank)
  • Singapore Airlines
  • Singtel
  • Skatteverket
  • Sky Italy
  • Smallpdf
  • SoFi
  • SoftBank Corp.
  • South Central Railway
  • Southwest Recovery Services
  • Sparkassen (German savings banks)
  • Spokane Public Schools
  • Stanford Health Care
  • Starbucks
  • Starling Bank
  • Stellantis
  • Sukoon Insurance
  • Sun & Ski Sports
  • Sun Life
  • Suncorp Group
  • Sunshine Coast Council
  • Swaledale Butchers
  • Swiss Life Germany
  • Swisscom
  • Synovus Financial
  • T-Mobile
  • TIME
  • Taco Bell
  • Taiwan Business Bank
  • Target Corporation
  • Telefónica España
  • Telenet
  • Telkomsel
  • Telstra
  • The Beard Club
  • The Home Depot
  • The Howard Elliott Collection
  • The Master Trust Bank of Japan
  • The Ottawa Hospital
  • The Washington Post
  • The Wendy's Company
  • Together Credit Union
  • Tottenham Hotspur
  • Trainline
  • Transport for All
  • Transportation Security Administration
  • Travelers
  • Trip.com
  • TruGreen
  • Truist Financial Corporation
  • Trust Bank
  • Tuio
  • Turing
  • U.S. Bank
  • U.S. Customs and Border Protection
  • U.S. Department of Housing and Urban Development
  • U.S. Department of State (Bureau of Consular Affairs)
  • U.S. Department of Veterans Affairs
  • U.S. National Science Foundation
  • U.S. Social Security Administration
  • UAE Public Prosecution
  • UBS
  • UC San Diego Health
  • UW Health
  • Uelzener Versicherungs-Gruppe
  • Ulta Beauty
  • Umniah
  • UmweltBank AG
  • United Airlines
  • United Rentals
  • UnitedHealthcare
  • Universal Health Services
  • University Hospitals Coventry and Warwickshire NHS Trust
  • University Hospitals Sussex NHS Foundation Trust
  • University of Arizona Eller College of Management
  • University of Cape Town
  • University of Central Florida
  • University of Hawaii
  • University of Maryland Eastern Shore
  • University of Northampton
  • University of South Alabama
  • University of Utah
  • University of West Florida
  • Vanderbilt University Medical Center
  • Vanguard
  • Vattenfall
  • Verizon
  • Vietcombank
  • Village Toyota
  • Virgin Media O2
  • Virginia Commonwealth University
  • Visa
  • Visa Europe
  • Vision Bank
  • Visit Qatar
  • VitalityHealth
  • Vivid Seats
  • Vocational Education Sector, Ministry of Education, Higher Education and Vocational Education (Sri Lanka)
  • Vodacom
  • Vodafone
  • Vodafone Business
  • Vodafone Germany
  • Vodafone New Zealand
  • Vodafone UK
  • Volkswagen
  • Walmart
  • Warba Bank
  • Washburn University
  • Waterdrop
  • WellSpan Health
  • Wells Fargo
  • Westpac
  • White Castle
  • WinnCompanies
  • Winnipeg Blue Bombers
  • Woolworths Group
  • Wordtune (AI21 Labs)
  • World Bank
  • Wyndham Hotels & Resorts
  • Württembergische Versicherung AG
  • Yes Bank
  • Yorkshire Building Society
  • YoungWilliams
  • Yves Rocher
  • Zain Jordan
  • Zakat, Tax and Customs Authority (ZATCA)
  • Zalando
  • Zenith Bank
  • Zillow
  • Zillow Group
  • Zurich Insurance (Hong Kong)
  • Zurich Insurance Group
  • bunq
  • de Alliantie
  • evm
  • idealista
  • mBank
  • monday.com
  • nbn
  • nib Group
  • rhenag Rheinische Energie
  • swtch
  • Česká spořitelna

Frequently asked questions

What are the most common AI use cases for customer service?
Counted by organizations with a public deployment, the most common are AI agent for first line contact center service (92 organizations), AI assistant for citizen information and government services (35 organizations), real time AI assist for contact center agents (26 organizations), AI enterprise knowledge search for employees (20 organizations) and AI agent for account and card servicing (17 organizations). The library documents 95 AI use cases for customer service, 95 of them with a public deployment: 691 deployments by 620 organizations in 64 countries.
Which AI use cases for customer service have proven results?
These use cases have a median result across at least 3 organizations, not counting vendor only claims: AI agent for first line contact center service: median containment rate 55% across 19 deployments; AI enterprise knowledge search for employees: median employee adoption 90% across 5 deployments; AI agent for account and card servicing: median containment rate 84.8% across 4 deployments; AI agent for utility billing, payments, meter readings and move in or move out: median containment rate 69% across 4 deployments; real time AI assist for contact center agents: median handling time reduction 35% across 4 deployments; AI agent for device and connectivity troubleshooting on voice and chat: median containment rate 70% across 3 deployments.
How many of these AI deployments are live in production?
576 of the 691 public deployments are live: 416 in production and 160 scaled across the organization. 90 are pilots and 22 are announced.
Which AI use cases for customer service are high risk under the EU AI Act?
One use case falls in the high risk tier: AI quality and compliance monitoring of every customer interaction. For 37 other use cases the tier depends on design, for example whether the system decides on access to an essential service. Each use case page explains its tier and what it requires. This is not legal advice.
Where do these numbers come from?
From the Blits.ai AI Use Case Library. Every deployment is a public record of a named organization with a cited source, and every number is computed from those records. Data as of 11 November 2026.