AI case study

Improving customer support efficiency

by
Air India
Context

Air India, India's flagship airline, uses Azure OpenAI Service and Azure AI tools to develop AI.g, a virtual assistant that enhances customer support with a multi-modal AI platform integrated with their back-end systems.

Results

Handled nearly 4 million customer queries with 97% full automation, saving several million dollars annually in support costs.

Results not reported in the source
ICE score
567
The ICE framework in this database provides a quick way to assess the feasibility and potential impact of AI use cases, with higher scores signaling more actionable opportunities.

Impact: Potential benefits to the business.

Confidence: Likelihood of achieving expected results.

Ease: Simplicity of implementation in terms of resources and time.

ICE Score: Calculated by multiplying the component scores.

Note:
Each score is AI-generated based on available data and should be viewed merely as a general guideline for deeper exploration of the use cases.
Impact
9
Confidence
9
Ease
7

20

AI use cases in

Transportation & Logistics

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Uber

Transportation & Logistics
Use case
Efficient customer support interactions
Context

Uber uses OpenAI's ChatGPT Enterprise to enhance customer support by providing AI assistants that offer empathetic and efficient responses, automate investigations, and augment human agent capabilities. The AI also helps personalize and optimize interactions across their multi-sided platform.

Models/tools

Cathay Pacific Airways Limited

Transportation & Logistics
Use case
Streamlined meeting management
Context

Cathay Pacific Airways integrates Microsoft 365 Copilot to enhance efficiency and customer experiences. Copilot automates routine tasks, helps employees work smarter, streamlines meetings by summarizing highlights and action items, and condenses lengthy reports into concise summaries, freeing up time for strategic activities.

Models/tools

Grab

Transportation & Logistics
Data Agents
Quick win
Use case
Automate mapping data processing
Context

Grab, a leading food delivery and rideshare company in Southeast Asia, uses OpenAI’s GPT-4 with vision fine-tuning to process millions of street-level images collected from drivers, enabling it to accurately identify traffic signs and lane dividers and reduce manual mapping labor. This approach yields more reliable, hyperlocal map data that supports their ride-hailing, delivery services, and enterprise clients.

Explore industries

122

companies using

Customer Agents

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Use case
Faster customer issue resolution
Context

Vodafone uses Azure OpenAI Service, Azure AI Foundry, Microsoft Copilot, and Azure AI Search to enhance their virtual assistant TOBi and develop SuperAgent to assist customer service agents. TOBi uses conversational AI to handle customer inquiries, while SuperAgent helps agents solve complex problems faster.

Models/tools
...
4
Use case
Automated customer support tickets
Context

Kodif, a customer support automation platform, uses Anthropic's Claude via Amazon Bedrock to automate up to 90% of support tickets for clients. By integrating Claude 3.5 Sonnet, Kodif powers AI agents that handle complex workflows like refunds and cancellations, enhancing support efficiency and transforming customer support into a revenue source.

Models/tools
...
3
Use case
Scalable personalized customer support
Context

Assembled, a support operations platform, uses Anthropic's Claude models to power Assist, their AI agent and copilot, enhancing customer support by integrating AI and human efforts. They employ Claude for dynamic ticket categorization, intelligent routing between AI and human agents, real-time response generation, and analyzing issues to automatically route cases to the optimal handler—whether AI agent or human with specific expertise.

Models/tools
...
3
Explore agents

143

solutions powered by

Microsoft

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Use case
Faster customer issue resolution
Context

Vodafone uses Azure OpenAI Service, Azure AI Foundry, Microsoft Copilot, and Azure AI Search to enhance their virtual assistant TOBi and develop SuperAgent to assist customer service agents. TOBi uses conversational AI to handle customer inquiries, while SuperAgent helps agents solve complex problems faster.

Models/tools
...
4
Use case
Faster medical report generation
Context

Medigold Health, a UK occupational health provider, used Microsoft Azure OpenAI Service to automate medical report generation, reducing the time clinicians spend on paperwork. By integrating Azure OpenAI Service with Azure App Service, Azure Cosmos DB, and Azure SQL Database, they developed an AI application that generates reports from clinicians' consultation notes in about 15 seconds, allowing clinicians to focus more on patient care.

Models/tools
...
1
Use case
Faster writing of appeal letters
Context

Acentra Health developed MedScribe, a web app that uses Azure OpenAI Service to generate draft letters responding to healthcare service appeals.

Models/tools
...
1
Explore AI providers

37

AI use cases in

Asia

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Use case
Faster manga translation
Context

Orange uses Anthropic's Claude to automate manga translation, combining translation agent models with inpainting technology and direct image input to handle visual elements, streamlining localization and allowing translators to focus on nuance.

Models/tools
...
3
Use case
Faster legal research & document preparation
Context

Law&Company, a legal technology firm in South Korea, uses Anthropic's Claude and Claude 3.5 Sonnet to power SuperLawyer, the country's first AI legal assistant. SuperLawyer helps lawyers automate routine tasks such as legal research, document drafting, case law summarization, and compliance checking. By implementing a Retrieval Augmented Generation (RAG) system and leveraging Claude's function-calling capabilities, SuperLawyer provides accurate and efficient legal support, allowing lawyers to focus on high-value tasks.

Models/tools
...
2
Use case
Unified access to startup resources
Context

Cradle Fund, a Malaysian government agency supporting startups, built an AI-driven chatbot powered by Azure OpenAI Service on their MYStartup Single Window platform. The chatbot provides instant answers to user queries, offers personalized assistance, and enhances user engagement by analyzing queries and providing accurate responses around the clock without human intervention.

Models/tools
...
1
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