Every entry has a company, a situation, the tools they used, and a measurable result. No theory.
454 cases
AirOps helps marketing teams at companies like Ramp, Kayak, Chime, Carta, and Rippling understand their brand’s AI search visibility and create content to win more of it. Claude powers both sides of the platform—generating long-form marketing content that meets a rigorous quality bar and evaluating it before it ships. In the past year AirOps 5x’d revenue while doubling internal team productivity, with engineering compressing prototype-to-production timelines from months to weeks after adopting the Claude Agent SDK.
Headstart, an AI-native software studio, uses Claude 3.5 Sonnet to write 90-97% of client code, compressing enterprise software project timelines from months to weeks and delivering 10-100x development speed.
Rakuten, a global technology conglomerate operating more than 70 businesses across e-commerce, fintech, and digital content, deployed Claude Managed Agents across its engineering and product functions to delegate goals—not tasks—to AI. The result is a 97% reduction in critical errors, feature delivery compressed from 24 days to 5, and major software releases shipped every two weeks instead of once per quarter.
General Motors consolidated 19,000+ developers and 150,000 repositories from 40+ fragmented tools onto GitHub Enterprise Cloud, reducing a critical build from 4–6 hours to 27 minutes. By adopting GitHub Advanced Security with Copilot Autofix and deploying GitHub Copilot to 8,000+ developers, GM remediated 100% of leaked secrets and modernized legacy COBOL and Fortran systems.
OffDeal is an AI-native investment bank that uses Claude to run every stage of M&A advisory — from sourcing sellers and finding buyers to writing investment memoranda and running diligence. After migrating to the Claude Agent SDK and iterating on MCP design, the firm raised internal eval accuracy from 25% to 85% and collapsed 12 independent agentic workflows into a single general-purpose agent called Archie. With four bankers each managing 5–8 concurrent deals, OffDeal closed 8 transactions totalling $91 million in its first year.
Cogent built an AI-powered cybersecurity platform with Claude as the reasoning layer, reducing critical vulnerability exposure from days/weeks to minutes — a 97% reduction — while reclaiming 40+ hours monthly from manual reporting.
N26 deployed Claude via AWS Bedrock across 15+ internal use cases in its first year, automating up to 70% of tasks in targeted customer service processes and cutting manual processing by 50% across 24 European markets. New AI implementations now go from ideation to evaluation in 1–2 weeks.
Amazon BedrockAdore Me is a direct-to-consumer intimate apparel brand with around 500 employees, known for extended sizing and sustainability. The company deployed Writer AI Studio and Writer Framework to build content agents that generate product descriptions, translate copy for international markets, and adapt listings for third-party marketplaces. What once took months now takes days, and a process requiring 20 hours a month was reduced to 20 minutes.
Bolt by StackBlitz is a vibe coding tool that lets users build full applications in natural language, with built-in integrations for databases, payments, and deployment. The company built a design system agent on the Claude Agent SDK that consolidates fragmented design assets—Storybook, GitHub repos, npm packages, Figma tokens—into a unified representation in one autonomous run. After a ~53-minute setup, any PM or designer can generate production-ready, on-brand prototypes in roughly 5 minutes each, with minimal engineer rework needed to ship.
Syracuse University deployed Claude to all 30,000 students, faculty, and staff under Chief Digital Officer Jeff Rubin’s leadership, treating it as core infrastructure alongside standard productivity software. The university built Clementine, a natural language class search system powered by Claude Opus 4.6 and custom MCPs that queries millions of rows of enterprise data in real time. When Rubin redesigned a practice exam using Claude—replacing multiple-choice questions with AI-graded typed definitions—student scores on the subsequent real exam rose 12 points above the class’s historical average.
Brand.ai is a small AI startup building brand management infrastructure for global enterprises, enabling consistent brand expression across millions of digital touchpoints. The platform uses Claude to process entire brand guidelines at once and generate on-brand content at scale. One enterprise client reduced its annual brand compliance spend from $5 million to a fraction of that, while a single copywriter now manages 600 pieces of content.
Crafty is a national office food and beverage provider serving over 300 client offices and 300,000 employees monthly, with a fleet of 35 vehicles across 40 markets. The company deployed Samsara’s AI dash cams and fleet telematics to address rising insurance and accident costs as it scaled 800% in 2021. Within a year, Crafty improved Safety Scores by 5%, cut auto claims by 33%, and increased total miles driven by 20% without added risk.
Banco Bradesco is the third-largest banking institution in Latin America, with 99.5 million account holders and over 85,000 employees. By deploying Databricks Assistant, a context-aware GenAI pair programmer, across its 500+ Databricks users, the bank cut development and analytical task time by 50% and enabled non-technical business users to query, transform, and document data using natural language without engineering support.
Tabnine integrated Claude 3.5 Sonnet via Amazon Bedrock into its AI coding assistant, serving over 1 million monthly developers. The migration delivered 50% faster response times, a 20% increase in free-to-paid conversions, and a 20-30% reduction in churn—while meeting strict security and compliance requirements for regulated industries.
Amazon BedrockAstraZeneca, one of the world’s largest pharmaceutical companies, unified 5,000 developers and scientists onto GitHub Enterprise, automated CI/CD with GitHub Actions, and deployed GitHub Copilot — achieving a 40% increase in developer velocity in its pilot program and generating 9 to 10 additional hours of productive output per developer each week. With drug development timelines measured in decades, the company views even marginal acceleration as directly impacting patient outcomes.
Nexo, a digital assets wealth platform handling over 20,000 complex monthly inquiries, deployed Salesforce Agentforce to deliver 24/7 AI-powered customer support across its app and website. The agent autonomously answers complex FAQs requiring real-time financial data and jurisdiction-specific knowledge, resolving 62% of cases and saving 2,600 hours of manual work.
ADT, the leading US security and smart home company, deployed the UiPath Platform across finance, field services, and customer support operations. A UiPath Robot that handles technician job confirmation replaced a 15–20 minute manual call with a sub-2-minute automated verification, while the company runs 13 AI agent use cases planned for 2026 on top of 5+ years of enterprise automation.
Deutsche Telekom Services Europe (DTSE), the shared services arm managing over 2 million order items and 9 million invoices annually, deployed the Celonis Process Intelligence Platform across its Procure-to-Pay operations. The platform achieved €66M in total savings including €40M annual savings through a 96% cash discount capture rate, prevented €3M in duplicate payments, and extended to 1,500 employees across 150 use cases.
Slack partnered with Anthropic to integrate Claude's AI models into its platform, enabling intelligent search, conversation summaries, and automated recaps. The collaboration saves the average user 97 minutes per week while unlocking organizational knowledge across billions of daily messages and files.
C.H. Robinson, one of the world's largest logistics providers managing 37 million shipments annually, built AI agents using LangChain and LangGraph to automate email-based shipment orders end-to-end. The platform now processes approximately 5,500 orders per day automatically, saving more than 600 hours of manual email processing work daily.
STADA Arzneimittel AG, the German pharmaceutical company, deployed the Celonis Platform to digitize and automate its batch release process — the final quality approval step before medicines reach the market. The implementation cut throughput time by 44%, improved on-time batch releases by 20%, and eliminated manual spreadsheet operations in favor of a real-time digital dashboard used by 100+ employees daily.
Medgate deployed Claude Code across four engineering teams, cutting test case development by up to 80% and reducing feature delivery time by 50–99% for Europe's largest telemedicine provider.
Novo Nordisk built NovoScribe using Claude Code to automate clinical study report generation, cutting documentation time from 10+ weeks to 10 minutes.
loanDepot deployed Moveworks' AI assistant in Microsoft Teams to automate IT approvals, resolving 2,000 issues monthly and cutting turnaround from days to under 5 minutes.
HP, the global computing and printing company managing data products for 200+ million printers worldwide, deployed Databricks Data Intelligence Platform on AWS to unify customer data ingestion across business units and build an internal GenAI data chatbot. Using Databricks Mosaic AI, DBRX, Unity Catalog, and AI/BI Genie with a RAG architecture, HP built the chatbot in under three weeks — recovering 20-30% of data team time previously spent on manual SQL queries, achieving 20-30% cost savings versus AWS Redshift, and enabling 600+ Databricks users across the organization.
Luminate is the entertainment industry’s premier data partner, powering the Billboard charts and delivering insights to major record labels, studios, and talent agencies across music, film, and television. The company migrated from on-premises infrastructure to Snowflake to unify 3.5+ terabytes of daily data ingestion and enable cross-industry analytics at scale. Daily processing speed improved by 334% and customer data delivery dropped from several days to minutes.
Deutsche Telekom deployed Harvey across its Legal, Compliance, and Data Protection departments, enabling attorneys to reclaim approximately 5 hours per week through AI-powered litigation support, regulatory research, and tender generation.
Figma is the collaborative design and development platform where teams create digital products, from initial concepts to shipped experiences. The company integrated Claude into Figma Make and Figma Sites, enabling designers, developers, and product managers to transform static mockups into fully functional, interactive prototypes and apps using natural language—without writing code. Claude Sonnet was the breakthrough model that made code generation reliable enough to ship the feature, and each subsequent model release has expanded what teams can build.
Vanguard partnered with Pinecone to build Agent Assist, an internal RAG-powered AI chat tool that helps customer support representatives find answers faster and more accurately. By replacing keyword-based search with hybrid vector retrieval, Vanguard achieved 12% more accurate search results and meaningfully reduced call times — even during high-demand periods like tax season.
AWS PrivateLink+4Pinterest built an AI-powered discovery engine on AWS processing 18TB daily, delivering 10 million AI recommendations per second across 10,000+ GPU instances, driving 17% revenue growth and 70% AI-driven discovery.
Amazon EKSAmazon SageMaker+1