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case studies
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StackBlitz

Software & IT
Code Agents
Quick win
Use case
Building web apps directly in the browser
Context

StackBlitz integrated Claude 3.5 Sonnet into its browser-based development platform, Bolt, enabling users to develop sophisticated web applications with natural language inputs. This allowed both developers and non-developers to go from idea to production in one click, without needing coding experience or virtual machines.

Models/tools

Asana

Software & IT
Use case
Streamlining work management and enhancing productivity
Context

Asana integrates Claude into its Work Graph® data model to power AI-driven features that improve work coordination, goal setting, and workflow automation for over 150,000 global customers. Key features include automated workflows, status updates, smart insights, and summaries, allowing teams to focus on strategic tasks.

Models/tools
...
1

Tabnine

Software & IT
Code Agents
Quick win
Use case
Enhancing developer productivity
Context

Tabnine, an AI coding assistant, uses Claude 3.5 Sonnet for code explanations, suggestions, and code generation. Using Claude in Amazon Bedrock, Tabnine assists on common coding tasks like completions, debugging, test generation, refactoring, and code migration.

Models/tools

Hebbia

Software & IT
Data Agents
Quick win
Use case
Efficient document analysis
Context

Hebbia, an AI platform for knowledge work serving asset managers, investment banks, and law firms, leverages Claude's capabilities to analyze vast amounts of complex documents efficiently, generating actionable insights through features like meta-prompting and natural language interactions without requiring users to master prompt engineering.

You.com

Software & IT
Data Agents
Quick win
Use case
Enhancing search and productivity
Context

You.com uses Claude to provide comprehensive answers and automate complex tasks. They leverage Claude's advanced reasoning for features like the Research Agent for in-depth analysis, coding assistance for developers, and customizable AI agents for specific workflows.

Models/tools
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1

iGenius

Software & IT
Data Agents
Quick win
Use case
AI decision intelligence for regulated sectors
Context

iGenius collaborated with Microsoft to enhance Crystal, their decision intelligence platform, integrating advanced language models for conversational AI. The collaboration includes adding Crystal to Microsoft Marketplace and joint go-to-market initiatives, increasing visibility and market positioning.

Models/tools

CDW Corporation

Software & IT
Use case
Increase employee productivity
Context

CDW Corporation, a technology solutions provider, rolled out Microsoft 365 Copilot to 10,000 employees to enhance productivity and gain firsthand experience with generative AI to better serve its clients. The company provided robust training resources via Microsoft Viva Learning and established a collaboration venue on Microsoft Viva Engage to support adoption.

Replit

Software & IT
Code Agents
Quick win
Use case
Automating app evaluation
Context

Replit uses Anthropic's Claude 3.5 Sonnet to enhance its Replit Agent product by developing a feature that evaluates apps as they are being built. By leveraging Claude's capabilities in computer use and UI navigation, Replit aims to automate the evaluation process, helping developers identify issues and improve their code more efficiently.

Models/tools

Microsoft

Software & IT
Use case
Optimizing departmental efficiency
Context

Microsoft utilizes Copilot and the new autonomous agents internally across sales, customer support, marketing, and HR departments. Their sales team uses Copilot to power insights and automate routine tasks, achieving a 9.4% increase in revenue per seller and closed 20% more deals. Customer support resolves cases nearly 12% faster, marketing saw a 21.5% increase in conversion rates on Azure.com with a custom agent assisting buyers, and HR improved answer accuracy by 42% with an employee self-service agent.

Zoom

Software & IT
Use case
Richer insights from meetings
Context

Zoom collaborates with Perplexity to enhance its AI Companion by integrating multiple AI models, including Anthropic, OpenAI, and Meta, to provide richer insights during Zoom calls. The AI Companion 2.0 understands user workflows and tracking tasks, in addition to meeting summaries.

Models/tools

Notion

Software & IT
Use case
Easier search and writing experience
Context

Notion uses Claude to improve its product, offering AI features like Q&A, autofill, and writing assistance. These features help businesses like Osaka Gas reduce search time by 35% and save Remote.com 10 minutes per search across 300 queries daily. Notion’s use of Claude even eliminates the need for additional AI tools for some companies like dbt Labs, who estimate they save over $35k annually.

Models/tools
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1

Decagon

Software & IT
Use case
Scaling personalized customer service
Context

Decagon uses Anthropic's Claude to create AI agents that deliver hyper-personalized, 24/7 customer service by integrating with existing ticketing systems and customer databases, allowing enterprises to provide white-glove support at scale, handling inquiries from simple to complex processes that previously required human agents.

Models/tools
...
1

Zoom

Software & IT
Use case
Making meetings more effective
Context

Zoom uses Anthropic's Claude and Claude 3.5 Sonnet as part of their federated AI approach, enhancing their AI Companion. Claude powers features like meeting summaries, in-meeting questions, and meeting prep, helping users by generating automated recaps, highlighting key points, and transforming meeting content into actionable documents. This integration improves user engagement and satisfaction, enabling users to focus on tasks requiring human creativity and strategic thinking.

Models/tools

Snowdrop Solutions Ltd.

Software & IT
Data Agents
Quick win
Use case
Accurate merchant matching
Context

Snowdrop revamped its merchant reconciliation process by migrating its MRS API to Google Cloud to drive global scalability and cost efficiency. They integrated BigQuery with Vertex AI to automate manual background research for enriching transactional data, using hyper-localized merchant information from the Places API to verify and match transactions. Cloud Service Mesh and Google Kubernetes Engine streamlined deployment across regions, transforming onboarding and data processing workflows.

Twilio

Software & IT
Use case
Enhanced customer interactions
Context

Twilio integrated AI-driven automation powered by Google Cloud to transform its customer engagement platform. They incorporated advanced natural language processing and self-service automation into their contact center workflows, enabling real-time, context-aware support. This implementation streamlined customer support processes, reducing manual intervention and accelerating response times.

Models/tools
No items found.
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Slack

Software & IT
Use case
Building custom AI apps in Slack
Context

Slack is using Anthropic's Claude to empower enterprise developers to create custom AI applications within their workspaces.

Models/tools
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1

Coframe

Software & IT
Code Agents
Quick win
Use case
Automating website section creation
Context

Coframe uses GPT-4o to build an AI growth engineering assistant that autonomously generates new sections of a website based on existing code and images.

Models/tools
...
1

AUI

Software & IT
Use case
Reliable agent interactions
Context

Apollo is built using a neuro-symbolic architecture that replaces traditional transformer models by merging generative AI with rule-based symbolic reasoning for transparent decision-making. It converts unstructured inputs into a structured interaction state and incorporates continuous human feedback for daily fine-tuning, ensuring precise tool activation and compliance. This innovative implementation streamlines conversational agent workflows and enhances overall reliability.

Models/tools
No items found.
...

Gumroad

Software & IT
Code Agents
Quick win
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

Lytehouse

Software & IT
Use case
Manual video risk management
Context

Lytehouse implemented an AI-based video intelligence system that transforms live CCTV feeds into actionable workplace safety insights by leveraging advanced computer vision, machine learning algorithms, and generative AI agents. They integrated large language models to enable natural language queries and collaborated with Google Cloud via the Vertex AI platform to deploy customized security agents that automate risk detection and alert workflows across existing camera networks.

Fullstory

Software & IT
Data Agents
Quick win
Use case
Analyzing user behavior for chatbots
Context

Fullstory, a digital behavioral data platform, is building the ability to analyze and summarize user behavior on a site to create more informed and enriching chatbot experiences.

Models/tools
No items found.
...

Digits

Software & IT
Data Agents
Quick win
Use case
Automating financial management
Context

Digits is developing next-gen accounting software for startups and small businesses; using AI-driven bookkeeping, expense management, and financial analysis, Digits enables business owners to achieve financial clarity and focus on growth.

Models/tools
No items found.
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Linear

Software & IT
Code Agents
Quick win
Use case
Detecting duplicate tickets
Context

Linear, a product development platform, built Similar Issues, a feature that uses AI to detect and prevent duplicate or overlapping tickets and ensures cleaner and more accurate data representation.

Models/tools
No items found.
...

Regnology

Software & IT
Code Agents
Quick win
Use case
Automating bug ticket conversion
Context

Regnology built its Ticket-to-Code Writer tool with Gemini 1.5 Pro to automate the conversion of bug tickets into actionable code, significantly streamlining the software development process.

Models/tools

Pinecone

Software & IT
Code Agents
Quick win
Use case
Grounding AI in proprietary data
Context

Pinecone provides infrastructure for developers to build accurate, secure, and scalable AI applications, allowing companies to easily ground gen AI apps in their proprietary data for use in AI search, retrieval-augmented generation, coding agents, and more.

Models/tools
No items found.
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Magic

Software & IT
Code Agents
Quick win
Use case
Querying extensive code bases
Context

Magic is building a developer platform with a 100-million-token context window, so organizations can upload extremely large code bases and more easily query and build on them using gen AI assistance.

Models/tools
No items found.
...

Fluna

Software & IT
Use case
Automating legal agreement drafting
Context

Fluna, a Pan-African digital services company, has automated the analysis and drafting of legal agreements using Vertex AI, Document AI, and Gemini 1.5 Pro.

Quantum Metric

Software & IT
Use case
Simplifying digital analytics
Context

Quantum Metric has introduced Felix AI, powered by Gemini Pro, to simplify digital analytics and decision making. Felix AI automatically summarizes a user’s web or mobile session and consolidates the moments that matter most into short, readable summaries for customer service workers.

Models/tools

GroupBy

Software & IT
Use case
Optimizing retail search
Context

GroupBy developed an AI-first Search and Discovery Platform powered by Vertex AI Search for Retail. This solution is meticulously designed to optimize revenue, strengthen brand loyalty, and drive sales growth for B2C and B2B retailers.

Models/tools

tl;dv

Software & IT
Use case
Transforming meeting analytics
Context

tl;dv transformed from a meeting recap tool to a sophisticated AI-powered analytics engine by integrating Claude.

Models/tools
...
1

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