AI use case

Creating ML podcast previews

by
Spotify
Context

Spotify leveraged Dataflow for large-scale generation of ML podcast previews, and they plan to keep pushing the boundaries of what’s possible with data engineering and data science to build better experiences for their customers and creators.

Results
Results not reported in the source
Region
Europe
Published
April 12, 2024
Agent type
Data Agents
AI provider
Google
Models/tools
Not disclosed
ICE score
180
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
6
Confidence
6
Ease
5

28

AI use cases in

Media & Entertainment

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WRTN

Media & Entertainment
Use case
Low AI adoption
Context

WRTN uses Claude to power natural, engaging character interactions and creative storytelling for millions of users across Asia. They aggregate AI services across companionship, entertainment, and productivity to make advanced AI technology accessible to everyday users in South Korea and Japan.

Models/tools
...
1

Wondercraft

Media & Entertainment
Use case
Controlling AI voice delivery
Context

Wondercraft, an AI-powered audio studio, introduces 'Director Mode' for natural language control of AI voice delivery.

Models/tools
No items found.
...
0
Source:
x.com
Oct 10, 2024

Altera

Media & Entertainment
Use case
Overcoming data degradation
Context

Altera uses OpenAI's GPT-4o to build "digital humans," AI agents that play Minecraft with users like friends.

Models/tools
...
1
Explore industries

94

companies using

Data Agents

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Use case
Scaling renewable energy asset management
Context

AES uses Claude on Google Cloud’s Vertex AI to automate their safety audit process, employing a multi-agent system to analyze documents, break down tasks, and generate reports. This system processes hundreds of pages, evaluates compliance, and produces detailed audit reports in about an hour.

Models/tools
...
2
Use case
Local search visibility
Context

Local Falcon, a platform that helps businesses improve their Google search rankings, utilizes Anthropic's Claude to analyze millions of customer reviews. This enables them to deliver clear, actionable recommendations, enhancing their clients' local search visibility.

Models/tools
...
1
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.

Models/tools
...
1
Explore agents

196

solutions powered by

Google

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Use case
Streamline communication & document creation
Context

Hydro Ottawa, a major electricity provider for Canada’s capital, implemented Google Workspace and Gemini to improve collaboration, create job posts, conduct legal and technical research, write policies, generate content, summarize documents, and organize meeting agendas across all teams.

Models/tools
...
1
Use case
Improving accessibility for students
Context

Pepperdine University uses Gemini for Google Workspace to enhance accessibility and collaboration across campuses. Faculty leverage generative AI for custom lesson plans and research support, while administrative teams use it for tasks like creating meeting minutes and custom images for presentations. Live captioning and translation features in Google Meet address language barriers, fostering equity and accessibility for students.

Models/tools
...
1
Use case
Securely working faster in a highly regulated industry
Context

Pennymac, one of the largest lenders and mortgage servicers in the US, leverages Gemini for Google Workspace and Vertex AI to enhance efficiency while ensuring data security. The HR team uses Gemini for drafting job descriptions and policy documents, while technical teams use Gemini with proprietary data to improve the underwriting process by querying regulations and best practices.

Models/tools
...
2
Explore AI providers

54

AI use cases in

Europe

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Use case
Managing tourist congestion
Context

The City of Rome is implementing a GPT-4-powered virtual assistant called Julia via Microsoft Azure OpenAI Service. It guides visitors away from crowded tourist hotspots by providing personalized recommendations for lesser-known sites, leveraging a city-curated dataset to offer trustworthy and diverse travel experiences.

Models/tools
...
1
Use case
Improving document accessibility
Context

The European Parliament launched Archibot, an AI-powered tool built with Claude in Amazon Bedrock, to enhance access to their archives. Archibot allows users to search and understand millions of documents, reducing search time by 80% and improving user satisfaction by 58%. The tool processes 10 times more queries monthly, offering multilingual support and retrieval-augmented generation (RAG) to help researchers and policymakers analyze legislative documents and create reports efficiently.

Models/tools
...
2
Use case
Faster feature deployment
Context

Gumroad, an e-commerce platform for digital creators, uses Claude 3.5 Sonnet to enable customer support teams to fix issues with code and contribute to product development. Claude assists them in writing code, locating files, and resolving customer issues.

Models/tools
...
2
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