Every entry has a company, a situation, the tools they used, and a measurable result. No theory.
449 cases
Qualcomm, the semiconductor company behind Snapdragon and a decade-long AI R&D leader, deployed Writer across marketing, legal, analytics, sales, and HR to accelerate time to market and standardize brand voice at scale. With Writer’s Knowledge Graph, AI agents, and Palmyra LLMs integrated directly into Microsoft Word and Outlook, teams across the company embedded AI into their core workflows. The result is 2,400 hours saved per month, 85% weekly active usage, and a 30–40% reduction in workload for individual contributors.
HP is the global leader in personal computing and printing technology, processing vast amounts of telemetry from millions of devices, services, and applications. Business users across product management, sales, marketing, and digital commerce teams were bottlenecked by dependency on engineering for every data query — waiting days or weeks for dashboards while competitive windows closed. HP deployed Databricks AI/BI Genie to let non-technical employees ask data questions in natural language, delivering 40-50% efficiency gains in product, sales, and customer analysis and empowering thousands of users with self-serve analytics across the enterprise.
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.
Alpiq, a Swiss energy services provider with 1,200 employees, replaced five separate monitoring solutions with Datadog as its company-wide observability platform. After deploying the Datadog Mule® Integration to bring MuleSoft monitoring into Datadog, the team achieved full end-to-end visibility and reduced mean time to detect issues by 25–30%.
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.
Yoodli is an AI-powered experiential learning platform that helps enterprise sales teams practice high-stakes conversations before they happen. By integrating Claude into its real-time roleplay engine, Yoodli delivers realistic AI personas that coach reps at scale — helping customers like Snowflake and Google Cloud achieve measurable performance gains.
Real Chemistry is a global partner to life sciences and healthcare companies, building AI-powered analytics for patient journey mapping, rare disease identification, and campaign effectiveness measurement. Building custom AI applications for non-technical healthcare analysts previously required six months to a year of dedicated engineering per tool. After adopting Databricks Apps with Agent Bricks for agentic application development, Real Chemistry cut proof-of-concept timelines to one week, deployed production-level applications across the org in under three months, and gave 200+ users self-service access to AI workflows that previously required specialist support.
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 BedrockVentureCrowd is Australia's leading multi-asset digital investment platform, connecting private market issuers and investors using proprietary AI in one of the country's most tightly regulated financial sectors. The company was diverting specialist engineering resources into building and maintaining bespoke compliance infrastructure for each AI agent deployment instead of building investment use cases. By migrating its agentic stack to the Agentforce 360 Platform, VentureCrowd reduced deployment cycles from two months to two weeks — a 75% reduction — and achieved 4× faster agent delivery, with Agentforce's built-in security, auditability, and governance meeting APRA and AUSTRAC requirements natively.
Law&Company built SuperLawyer, an AI legal assistant powered by Claude, that achieved 6,000 users—approximately 20% of South Korean practicing lawyers—within 180 days of launch. The platform delivers a 1.7x efficiency gain for lawyers, saving 25 minutes per work hour and collectively saving 2.3 million work hours across its user base.
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.
1up is a sales knowledge automation platform that helps revenue teams instantly answer RFPs, compliance questionnaires, and product queries from their own content. By replacing a home-grown embedding system with Pinecone’s vector database, 1up built a RAG-powered knowledge engine that generates accurate responses 10 times faster than before. The platform now enables sales reps to retrieve precise answers in seconds without relying on colleagues or manually searching documentation.
Adore 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.
Cognition is the company behind Devin, one of the first AI software engineers, deployed across enterprises including Goldman Sachs, Mercedes-Benz, and the US Army. Devin handles autonomous, long-horizon software engineering tasks — from scoping tickets and locating relevant files to writing and testing code and opening pull requests. Cognition routes its most demanding long-context agentic work to Claude, which powers Devin's ability to stay on track across complex, multi-step trajectories. Since adopting Claude Sonnet 3.6, Cognition achieved a 3.5× increase in merged PRs per week.
Etsy, the global marketplace for handcrafted and vintage goods, serves nearly 90 million buyers across more than 130 million listings from 5 million sellers. Using Vertex AI, BigQuery, Dataflow, and Gemini, the company built a personalized search and discovery platform it calls “algotorial curation” — increasing listings per theme by 80x, driving a 5% lift in SEO-driven visits, and delivering a 3% conversion improvement for sellers.
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.
Con Edison, one of the largest integrated utilities in the United States serving 4.4 million customers in New York City, deployed the C3 AI Platform and C3 AI AMI Operations to manage its 5.3 million smart meter rollout. By consolidating data from 13 source systems and applying machine learning to 180 billion rows of annual meter data, the utility identified $854M in annual customer benefits and flagged over 2,300 deployment issues within the first four months.
AstraZeneca, 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.
Millennium bcp, Portugal's largest private bank, used Google Cloud's BigQuery machine learning tools to build predictive audience models for personal loan campaigns. By segmenting existing customers by propensity to borrow, the bank dramatically improved both owned and paid media performance. The result was a 2.6x higher conversion rate and a 36% drop in cost per acquisition.
Shopify built Sidekick, an AI commerce assistant powered by Claude Sonnet on Google Vertex AI, enabling millions of merchants to reach their first sale in days instead of weeks.
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.
UChicago Medicine deployed Salesforce Agentforce for Health alongside Health Cloud and Marketing Cloud to provide 24/7 AI-driven patient support. Autonomous agents handle prescription refills, appointment scheduling, insurance verification, and parking logistics — tasks that previously required live staff and averaged 4 minutes each. The team built 100 targeted patient marketing segments in just 4 months.
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.
Hostinger partnered with Anthropic to build Hostinger Horizons, an AI-powered platform that converts natural language prompts into complete, functional websites and applications. The solution eliminates the steep learning curve of traditional web builders, enabling non-technical users to create professional online presences in minutes instead of days.
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.
PepsiCo deployed Celonis process mining across its Global Process Excellence organization to expose root-cause inefficiencies in accounts receivable, accounts payable, and order-to-cash workflows. The platform reduced sales order rejections by 86%, saved over 1,000 hours annually in AP, and unlocked millions in free cash flow by enabling teams to act on real-time process intelligence.
The Metropolitan Museum of Art partnered with OpenAI to create a conversational AI experience called "Chat with Natalie" for its Sleeping Beauties fashion exhibition, letting visitors interact with a historically accurate AI portrayal of a 1930s New York socialite whose wedding dress is on display.
Globant democratized automation across 30,000+ employees using Make, enabling non-technical teams to independently build solutions worth hundreds of thousands of euros in engineering time while freeing technical staff for complex work.
Mondelez International is one of the world’s largest snacking companies, with brands including Oreo, Ritz, Toblerone, and Cadbury operating across more than 160 countries. The company deployed the Databricks Data Intelligence Platform to unify its data and AI stack, replacing siloed local environments with a centralized platform that now manages 20,000 models—3,000 of them in production—across sales execution, supply chain forecasting, and revenue growth management. SKU recommendation models have driven a 2–4% increase in store-level topline sales, while demand forecasting has reduced inventory waste by 2–3%.
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.