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Paf

Media & Entertainment
Code Agents
Quick win
Use case
Streamlining software development
Context

Paf implemented ChatGPT Enterprise across its entire company, with engineers creating 85 custom GPTs to automate and streamline development tasks such as backend infrastructure, frontend components, and API generation. These specialized GPTs enable developers to generate standardized code more efficiently, improving productivity. ChatGPT is also integrated into the grit:lab coding academy, accelerating the training of future software developers.

Models/tools
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Cloudflare

Software & IT
Code Agents
Quick win
Use case
Optimizing AI application deployment
Context

Cloudflare, a leading content delivery network provider, serves Mistral 7B through their Workers AI platform, allowing users to run AI models on Cloudflare's global network. Mistral offers low latency, high throughput, and impressive performance, generating tokens up to 4x faster than Llama due to Grouped-Query attention. This enhances Cloudflare's AI offerings, enabling developers to build and deploy AI applications more efficiently.

Models/tools
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1

OctoAI

Software & IT
Code Agents
Quick win
Use case
Powering engaging LLM experiences
Context

OctoAI launched a production-ready Mixtral endpoint days after the model's initial announcement. Mixtral on OctoAI quickly became the most popular model on the platform, with about 9 out of every 10 new OctoAI sign-ups choosing Mixtral. Companies like Latitude Games and Otherside AI use Mixtral on OctoAI to deliver engaging LLM-powered experiences, generating billions of tokens daily.

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Brave

Software & IT
Code Agents
Quick win
Use case
Supporting open-source browser AI
Context

Brave, an open-source privacy-focused web browser with an integrated AI assistant called Brave Leo, uses Mistral's 8x7B model as its primary model for both free and premium versions. Brave also leverages Mistral's capabilities for its CodeLLM feature, addressing programming-related queries in Brave Search. The exceptional performance and open-source nature of Mistral's models align with Brave's commitment to open models and the open-source community.

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1

Wayfair

Retail & e-commerce
Code Agents
Quick win
Use case
Streamlining developer setup and unit testing
Context

Wayfair piloted Code Assist, and those developers with the code agent were able to set up their environments 55 percent faster than before, there was a 48 percent increase in code performance during unit testing, and 60 percent of developers reported that they were able to focus on more satisfying work.

Models/tools
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Seattle Children's hospital

Healthcare
Code Agents
Quick win
Use case
Accelerating data engineering in healthcare
Context

Seattle Children's hospital is using AI to boost data engineering productivity and accelerate development.

Models/tools
No items found.
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Quantiphi

Artificial Intelligence
Code Agents
Quick win
Use case
Boosting developer productivity
Context

Quantiphi saw developer productivity gains of more than 30% during their Code Assist pilot.

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Turing

Human Resources
Code Agents
Quick win
Use case
Personalizing coding suggestions for developers
Context

Turing is customizing Gemini Code Assist on their private codebase, empowering their developers with highly personalized and contextually relevant coding suggestions that have increased productivity around 30 percent and made day-to-day coding more enjoyable.

Models/tools
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Commerzbank

Finance
Code Agents
Quick win
Use case
Enhancing developer security and compliance
Context

Commerzbank is enhancing developer efficiency through Code Assist's robust security and compliance features.

Models/tools
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1

Capgemini

Consulting
Code Agents
Quick win
Use case
Improving software engineering productivity
Context

Capgemini has been using Code Assist to improve software engineering productivity, quality, security, and developer experience, with early results showing workload gains for coding and more stable code quality.

Models/tools
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Replit

Software & IT
Code Agents
Quick win
Use case
Enhancing collaborative coding for developers
Context

Replit developers will get access to Google Cloud infrastructure, services, and foundation models via Ghostwriter, Replit's software development AI, while Google Cloud and Workspace developers will get access to Replit’s collaborative code editing platform.

Models/tools
No items found.
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ClearPoint

Software & IT
Code Agents
Quick win
Use case
Automating large-scale code refactoring
Context

ClearPoint integrated Meta's Llama 3 with Google's code scanner lint to perform an automated refactor of over 500 code files in a large Kotlin codebase. With less than 500 lines of automation code, they produced a migration that runs with a single build command without human intervention, saving an estimated 11 engineering weeks and improving efficiency without risking IP or vendor lock-in.

Models/tools
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Ironclad

Legal
Code Agents
Quick win
Use case
Streamlining contract redlining
Context

Ironclad uses OpenAI’s tech to power their AI assistant, a contract lifecycle management tool that identifies and redlines contract irregularities. The integration allows legal teams to reduce contract redlining time from 40 minutes to 2 minutes, improving efficiency without replacing human oversight.

Models/tools
No items found.
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Harvey

Legal
Code Agents
Quick win
Use case
Enhancing legal document accuracy
Context

Harvey, an AI platform for law and professional services firms, partnered with OpenAI to build a custom-trained case law model. It has enabled its AI to assist with complex legal reasoning, contract review, drafting legal documents, and case law research.

Their model has proven to be significantly more accurate and thorough than standard GPT for legal professionals, reducing errors like hallucinations and providing detailed, source-cited responses.

Models/tools
No items found.
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Robin AI

Legal
Code Agents
Quick win
Use case
Streamlining contract review workflows
Context

Robin AI uses Anthropic’s Claude to streamline contract review processes by accelerating legal workflows up to 8-10 times. By integrating Claude via Amazon Bedrock, Robin AI ensures data security and trust, which are critical to its legal users, allowing lawyers to work with AI as a co-pilot in contract negotiation and review.

Models/tools
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JetBrains

Software & IT
Code Agents
Quick win
Use case
Improving developer efficiency with AI-driven tools
Context

JetBrains integrates OpenAI's API into its AI Assistant product, enhancing developer productivity by providing intelligent code suggestions, writing tests, generating documentation, and refactoring code. This AI Assistant has become JetBrains' fastest-growing product, with 77% of developers reporting increased productivity and 55% finding more time for engaging tasks.

Models/tools
No items found.
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Retool

Software & IT
Code Agents
Quick win
Use case
Simplifying AI application development
Context

Retool uses GPT-4 to help businesses quickly build AI-powered applications for various business processes, such as inventory management, customer support, and custom product experiences. The platform provides pre-built AI actions like generating text and chatbots, making it easier for companies to integrate AI with secure data access and promote efficiency.

Models/tools
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1

GitLab

Software & IT
Code Agents
Quick win
Use case
Enhancing DevSecOps with AI features
Context

GitLab uses Claude to power AI-driven features across their DevSecOps platform. These include generative code generation, chat, and summarization tools. By integrating Claude, GitLab accelerates development while maintaining security and stability, ensuring privacy-first AI solutions across the software lifecycle.

Models/tools
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1

MongoDB

Data & analytics
Code Agents
Quick win
Use case
Unifying data for real-time AI applications
Context

MongoDB extends Mistral's performance and efficiency from the model layer to the data layer by securely unifying application data, metadata, and vector embeddings in a single platform. Developers can create rich, real-time AI applications across various use cases, from conversational AI to complex reasoning, gaining a competitive edge by building with Mistral AI and MongoDB.

Models/tools
No items found.
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UC Berkeley

Education
Code Agents
Quick win
Use case
Improving domain adaptation for language models
Context

Researchers at UC Berkeley have introduced RAFT (Retrieval-Augmented Fine-Tuning) by leveraging Meta Llama 2 on Azure AI Studio. RAFT enhances domain adaptation in language models by improving their ability to retrieve and integrate relevant information. This novel approach benefits specialized applications by making Meta Llama 2 more versatile and adaptable to various domain-specific tasks.

Models/tools
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