AI pattern

Translation use cases

The most documented translation use cases are training content creation, public service translation and visitor and tour guide, across 150 public deployments by 145 organizations. Translating text or speech between languages, including dialects.

Use cases
24
Deployments
150
Organizations
145
Outcome disclosed
53%

The 10 most common translation use cases

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

  1. 1
    AI for creating employee training and eLearning content

    Training content generation is AI that helps learning and development teams turn source material into employee training content.

    16 organizations
    84.5% median cycle time reduction
    4 deployments, vendor reported
  2. 2
    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
  3. 3
    AI visitor and tour guide for cities, museums and events

    An AI visitor and tour guide tells visitors of cities, museums, heritage sites and events the stories behind what is around them, and answers their questions in their own language.

    13 organizations
  4. 4
    AI assistant for airport passengers on kiosks, holograms and chat

    An airport passenger assistant is AI that answers travelers' questions about flights, gates, shops and services, and gives directions, on kiosks, holograms, apps and messaging in their own language.

    9 organizations
    85% customer satisfaction
    one deployment, vendor claim
  5. 5
    AI avatar and translated video for corporate communications and marketing

    AI avatar video turns a script or an existing recording into a presenter video in many languages, for executive updates, product education and marketing.

    9 organizations
    50% median cycle time reduction
    3 deployments, vendor reported
  6. 6
    AI for immigration and visa applications, from applicant questions to case preparation

    An immigration and visa application assistant is AI that helps applicants understand visa requirements and submit complete applications, and helps immigration staff prepare cases.

    7 organizations
  7. 7
    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.

    7 organizations
    at least 60% handling time reduction
    one deployment, vendor claim
  8. 8
    AI summaries of investment research and the house view

    Investment research summarization is an AI assistant that condenses long research reports, overnight market moves and the house view into short, sourced briefings for advisors and analysts.

    7 organizations
    up to 120 minutes time saved per task
    one deployment, organization claim
  9. 9
    AI support for emergency call triage (112 and 911)

    AI support for emergency call triage helps 112 and 911 call takers and dispatchers handle emergency calls as they happen.

    7 organizations
  10. 10
    AI transcription, subtitles and captions for audio and video

    AI transcription and captioning is AI that transcribes recorded audio and video, such as podcasts, broadcasts, lessons, interviews and hearings, in several languages.

    7 organizations
    50% cost reduction
    one deployment, vendor claim

24 Translation use cases

145 organizations in 29 countries run these use cases in public. 53% of those 150 deployments disclose a measurable outcome.

InsuranceTravel and hospitality

AI agent for travel insurance claims and assistance

A travel insurance claims and assistance agent is an AI agent that helps insured travelers with claims and assistance around the clock, in their own language. It answers cover questions, takes claims for delays, cancellations, lost baggage and medical costs, reads the receipts and certificates travelers upload, settles simple claims within set limits, and connects medical emergencies and complex cases to the assistance team at once.

Deployments
2 public, best grade B
Reported automation rate
up to 70%
Allianz Partners, organization claim
Travel and hospitality

AI assistant for airport passengers on kiosks, holograms and chat

An airport passenger assistant is AI that answers travelers' questions about flights, gates, shops and services, and gives directions, on kiosks, holograms, apps and messaging in their own language. It answers from live airport data and a map of the terminal, and connects the traveler to a staff member when it cannot help.

Deployments
9 public, best grade B
Reported customer satisfaction
85%
Flughafen Berlin Brandenburg GmbH, vendor claim
Cross industryInsurance

AI avatar and translated video for corporate communications and marketing

AI avatar video turns a script or an existing recording into a presenter video in many languages, for executive updates, product education and marketing. Communications and marketing teams review the script and the translation, then publish, instead of booking talent, a studio and a voice artist again each time a line or a language changes.

Deployments
9 public, best grade C
Median cycle time reduction, vendor reported
50%
3 deployments
Government and public sectorHealthcare

AI avatar videos for public information in many languages

AI avatar video for public information turns approved service texts into presenter videos in several languages, for residents with limited literacy or local language skills. Communications staff and translators check the script and the translation before the video goes online or onto the screens a service uses.

Deployments
4 public, best grade B
Autonomy
Copilot
Cross industryBanking

AI copilot for marketing content with compliance pre review

AI marketing content and compliance copilot drafts campaign copy and checks it against advertising rules before a human approves it for publication. It writes campaign copy, product explainers and social posts on brand and in the customer's language from approved product facts, then runs a first pass compliance check against advertising rules and required disclosures, flagging unsupported claims and missing warnings before a human in marketing compliance approves publication.

Deployments
6 public, best grade B
Reported productivity gain
34%
Ally Financial, organization claim
ManufacturingAutomotive

AI copilot for plant operators and maintenance technicians

A plant operator and maintenance copilot is a generative AI assistant for the people who run and repair machines in plants, workshops and service centers. It answers fault and procedure questions from equipment manuals, fault reports, shift logs and live machine data, in the technician's language, with links to the sources, so faults are diagnosed faster and expert knowledge is not lost when experienced staff retire.

Deployments
6 public, best grade B
Reported accuracy
at least 90%
Daikin Industries, organization claim
Media and entertainment

AI dubbing and voice localization for video

AI dubbing transcribes a video's speech, translates it and generates a synthetic voice track in another language, so titles can be released in languages they were never dubbed into. Publishers and streamers use it for licensed catalogs and creator videos, and Prime Video describes a pilot in which localization professionals work with the AI to control quality.

Deployments
5 public, best grade B
Autonomy
Supervised agent
Cross industryGovernment and public sector

AI for creating employee training and eLearning content

Training content generation is AI that helps learning and development teams turn source material into employee training content. It turns procedures, product documentation and policies into course outlines, lesson text, quizzes, narration, avatar videos and translations, which instructional designers and subject matter experts review before publishing.

Deployments
16 public, best grade B
Median cycle time reduction, vendor reported
84.5%
4 deployments
Cross industryBanking

AI for drafting customer letters and outbound notices

AI for outbound notice drafting writes the letters and notices operations must send at scale, such as arrears notices or decline letters. It also covers complaint responses, servicing confirmations and product change notices, from case data and approved templates and clauses, in the customer's language, for a person to approve where the notice is regulated.

Deployments
6 public, best grade B
Reported cycle time reduction
25%
SS&C GIDS and RS, vendor claim
Government and public sector

AI for immigration and visa applications, from applicant questions to case preparation

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
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 summarizes 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
BankingWealth and asset management

AI for statement, tax certificate and confirmation letter generation

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
Wealth and asset managementBanking

AI generated client portfolio reports and commentary

Portfolio reporting and commentary is AI that drafts each client's periodic portfolio report and commentary in plain language, for wealth and asset managers. The narrative covers performance, attribution, what drove returns, positioning and outlook, written in the client's language, where every figure comes from the portfolio system of record and a reviewer approves the text before delivery.

Deployments
3 public, best grade B
Autonomy
Copilot
Media and entertainment

AI generated live sports commentary and data storytelling

AI live sports commentary turns a sporting event's own data into written commentary and insight for fans as the action happens, instead of or alongside a human broadcaster. It works from inputs such as ball and player tracking, match events and statistics, and can optionally use text to speech to voice the output for a spoken version.

Deployments
5 public, best grade C
Autonomy
Autonomous
Banking

AI live interpretation at bank branch counters

AI live interpretation at a bank branch counter transcribes what the customer and the bank employee say, translates it and shows it on screen in the other person's language, so a service conversation can happen without a shared language. The employee stays in charge of the transaction and the interpretation covers the conversation only.

Deployments
5 public, best grade C
Reported cycle time reduction
18.8%
Shinhan Bank, organization claim
Cross industryRetail and ecommerce

AI localization of marketing, product and web content

AI content localization translates and adapts an organization's commercial content for each market and language, so marketing and product teams can reach customers in their own language. It works across campaigns, emails, product pages, help content and websites, using the brand's glossary, style guide and past approved translations, then routes output to human linguists and local marketers for review in proportion to how visible and risky the content is.

Deployments
5 public, best grade C
Reported cycle time reduction
10x
Swarovski, vendor claim
Cross industryManufacturing

AI platform for frontline and deskless workforce communication

An AI platform for frontline and deskless workforce communication is a mobile platform that reaches employees who have no company email or desk, such as plant, store and field staff. It delivers shift schedules, safety updates and two way messaging, with AI powered machine translation showing every message in each employee's own language, and content targeted to the right site, shift or role by rule, instead of one broadcast to everyone.

Deployments
3 public, best grade C
Reported employee adoption
96%
Amsted Rail, vendor claim
Government and public sectorLogistics and transportation

AI sign language avatar translation for public information

Sign language avatar translation is AI that turns written content and video captions into a sign language such as British or American Sign Language, shown by a rendered signing avatar. This lets Deaf and hard of hearing people get travel updates, public information and training content without waiting for a human interpreter to be filmed or booked.

Deployments
3 public, best grade C
Autonomy
Supervised agent
Wealth and asset managementCapital markets

AI summaries of investment research and the house view

Investment research summarization is an AI assistant that condenses long research reports, overnight market moves and the house view into short, sourced briefings for advisors and analysts. It answers "what is our view on X" on demand and adapts approved research for different client segments and languages, with every figure traced to the original research.

Deployments
7 public, best grade B
Reported time saved per task
up to 120 minutes
Deutsche Bank, organization claim
Government and public sectorHealthcare

AI support for emergency call triage (112 and 911)

AI support for emergency call triage helps 112 and 911 call takers and dispatchers handle emergency calls as they happen. It gives live transcription, translation, summaries, location cues and alerts for critical conditions such as cardiac arrest, while the call taker keeps every triage and dispatch decision.

Deployments
7 public, best grade B
Autonomy
Assist
Media and entertainmentEducation

AI transcription, subtitles and captions for audio and video

AI transcription and captioning is AI that transcribes recorded audio and video, such as podcasts, broadcasts, lessons, interviews and hearings, in several languages. It separates the speakers and produces timed transcripts, subtitles and captions for a human editor to check, delivered as files for publishing or the archive.

Deployments
7 public, best grade B
Reported cost reduction
50%
Warner Bros. Discovery, vendor claim
Government and public sector

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. 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
Travel and hospitalityMedia and entertainment

AI visitor and tour guide for cities, museums and events

An AI visitor and tour guide tells visitors of cities, museums, heritage sites and events the stories behind what is around them, and answers their questions in their own language. It is often spoken, location and context aware, grounded in the organization's curated content and in the visitor's position or the object they scan.

Deployments
13 public, best grade B
Autonomy
Autonomous

What the evidence says

Computed from the 150 public deployments behind these use cases. Numbers update with every checked record.

Benchmarks with at least 3 pooled values

Benchmarks across Translation use cases
KPIMedianReported rangeData pointsClaimed by
Cycle time reduction65%
18.8% to 90%
Not pooled: up to 30%
10plus 1 up to1 organization, 9 vendor
Cost reduction70% vendor reported
50% to 80%
33 vendor
Productivity gain5x vendor reported
4x to 10x
33 vendor
Deployments by stage
  • Announced
    8
  • Pilot
    16
  • Production
    102
  • Scaled
    23
  • Paused or rolled back
    1
Public deployments by region
  • North America
    53
  • Europe
    46
  • Global
    23
  • Asia Pacific
    17
  • Middle East
    8
  • Latin America
    2
  • Africa
    1

Organizations with a public deployment

  • Acentra Health
  • Aena
  • Allianz Partners
  • Ally Financial
  • Amazon Prime Video
  • Amsted Rail
  • Art Basel
  • AssetMark
  • Ateme
  • Avantor
  • Aéroports de Lyon (VINCI Airports)
  • BBC
  • BMW Group
  • Baltimore City 911 (Emergency Communications)
  • Bloomberg Connects
  • Bosch Digital
  • Bundesliga (DFL Deutsche Fußball Liga)
  • Butler County Emergency 9-1-1
  • Cargill
  • Carlsberg Group
  • Centre Pompidou
  • Chula Vista Police Department
  • Citi
  • City of Reno Public Safety Dispatch
  • Comeen
  • Copenhagen Emergency Medical Services
  • Coursera
  • Crédit Agricole Bank Polska
  • Daikin Industries
  • Dallas Fort Worth International Airport
  • Delaware County
  • Deutsche Bank
  • Digital India BHASHINI Division
  • ERGO Group
  • Egyptian Holding Company for Airports and Air Navigation
  • Elliott Museum
  • European Commission
  • Federal Bank
  • Federal Emergency Management Agency
  • Fingerpaint
  • Five Below
  • Flughafen Berlin Brandenburg GmbH
  • Galt Police Department
  • Gemeente Amsterdam
  • General Directorate of Residency and Foreigners Affairs, Dubai
  • General Insurance Association of Singapore
  • Georgia-Pacific
  • HENNGE
  • HSBC
  • Hana Bank
  • Health Resources and Services Administration
  • Heineken
  • Hiscox
  • Home Office (Visa, Status and Information Services)
  • HubSpot
  • Husqvarna
  • IBK Industrial Bank of Korea
  • Immigration, Refugees and Citizenship Canada
  • Internal Revenue Service
  • JPMorgan Chase
  • Klarna
  • Komatsu
  • Korea Airports Corporation
  • Kwangju Bank
  • LATAM Airlines
  • LaGuardia Gateway Partners
  • Leeds Castle
  • Levi's
  • Lionbridge
  • Liverpool City Region Destination Partnership
  • Love TV Channels
  • Madrid Destino
  • Major League Baseball (MLB)
  • Man Group
  • Mashreq
  • Massachusetts Port Authority (Massport)
  • Masters Tournament (Augusta National)
  • Merck KGaA
  • Miami International Airport
  • Ministry of Social Policy of Ukraine
  • Miro
  • Moderna
  • Mondelez International
  • Montgomery County Government
  • Morgan Stanley
  • Museo Miraflores
  • National Centre for Disease Control (NCDC), India
  • National Gallery Singapore
  • Nationwide Building Society
  • Nissay Asset Management
  • Norges Bank Investment Management
  • Northumbria Healthcare NHS Foundation Trust
  • Novelis
  • OCBC
  • Onondaga County Department of Emergency Communications
  • Pacers Sports & Entertainment
  • Pan American Health Organization (PAHO/WHO)
  • Papua New Guinea Immigration and Citizenship Services Authority
  • Port Authority of New York and New Jersey
  • Presidency of Religious Affairs at the Grand Mosque and the Prophet's Mosque
  • Public Health Agency of Canada (PHAC)
  • Qatar Company for Airports Operation and Management (MATAR)
  • Quilter
  • Rail Delivery Group
  • Ryanair
  • SS&C Technologies
  • Santander UK
  • Saudi Energy
  • Saudi Tourism Authority
  • Save the Children
  • Schladming-Dachstein Tourist Board
  • Scotiabank
  • Serco
  • Shinhan Bank
  • Shinhan Vietnam Bank
  • Sibelco
  • SimCorp
  • Sky Italia
  • Sveriges Television (SVT)
  • Swarovski
  • Textron Aviation
  • The All England Lawn Tennis Club (Wimbledon)
  • The Economist
  • The Estee Lauder Companies
  • Transport for All
  • U.S. Citizenship and Immigration Services
  • U.S. Customs and Border Protection
  • U.S. Department of State (Bureau of Consular Affairs)
  • U.S. Immigration and Customs Enforcement
  • U.S. Marshals Service
  • UAE Public Prosecution
  • UBS
  • United States Tennis Association (USTA)
  • University of Florida
  • Veterans Benefits Administration
  • Visit Qatar
  • Walsall Council
  • Warner Bros. Discovery
  • Wells Enterprises
  • Workday
  • World Health Organization (WHO Hub for Pandemic and Epidemic Intelligence)
  • Würth Group
  • YouTube
  • Zoom
  • trivago

Frequently asked questions

What are the most common translation use cases?
Counted by organizations with a public deployment, the most common are AI for creating employee training and eLearning content (16 organizations), AI translation and interpretation for multilingual public services (13 organizations), AI visitor and tour guide for cities, museums and events (13 organizations), AI assistant for airport passengers on kiosks, holograms and chat (9 organizations) and AI avatar and translated video for corporate communications and marketing (9 organizations). The library documents 24 translation use cases, 24 of them with a public deployment: 150 deployments by 145 organizations in 29 countries.
How many of these AI deployments are live in production?
125 of the 150 public deployments are live: 102 in production and 23 scaled across the organization. 16 are pilots and 8 are announced.
Which translation use cases are high risk under the EU AI Act?
One use case falls in the high risk tier: AI support for emergency call triage (112 and 911). For 8 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.