Foundation Models & AI · anthropic.com
Anthropic
21 verified customer use cases (95% with quantified ROI · Avg Value Score 92.5 · 100% with mapped architecture components).
- Verified stories
- 21
- Quantified ROI
- 95%
- Avg value score
- 92.5
- Industries served
- 7
- Distinct products
- 45
Architecture Stack Signature
6-Layer Production Component Breakdown
Claude Code 13 Opus 5 4 Claude Sonnet 3
Claude Platform 12 Claude Enterprise 5 Claude Cowork 2
MCP 2 Assure 1 Claude Agent SDK 1
Claude Security 1 Fable 5 1 purpose-built API gateway 1
ITSM agent 1 observability agent 1
Snowflake 1 Teamwork Graph 1
Product & Model Ecosystem
Most Deployed Products & Co-occurring Pairs
Top named products & AI models
Claude Code 14 Claude Platform 12 Claude Enterprise 5 Opus 5 4 Amazon Bedrock 3 Claude Sonnet 3 Claude Cowork 2 Claude Haiku 2
Most frequent co-deployed product pairs
- Claude Code + Claude Platform 9 stories
- Amazon Bedrock + Claude Platform 3 stories
- Claude Code + Claude Enterprise 3 stories
- Claude Code + Opus 5 3 stories
- Claude Platform + Claude Sonnet 3 stories
Adoption Footprint
Sector, Region & Organization Scale
Top adopting industries
Geographic footprint
- North America 16 (76%)
- Europe 3 (14%)
- Global / Multi-region 2 (10%)
Organization scale
- Enterprise 15 (71%)
- Mid-market 4 (19%)
- SMB 2 (10%)
Verified Business Impact
Outcome Categories & Customer ROI Proof
Primary outcome drivers
Anthropic Sample Oct 13, 2026 DXC Technology DXC needed to build a production-scale agentic operations platform for managed services where specialized AI agents could coordinate complex enterprise IT workflows while meeting enterprise security, compliance,… 20% to 30% Claude Code · DXC OASIS · ITSM agent Anthropic Sample Archived · Oct 8, 2026 Zendesk Zendesk wanted customer-specific service agents to handle the complex work between a request and its resolution, but one-off automations were expensive to build, hard to localize, and difficult to govern across millions… 1 million custom agent executions in the first seven weeks of early access Amazon Bedrock · Claude Agent SDK · Claude Code Anthropic Sample Archived · Oct 4, 2026 International Rescue Committee IRC teams needed to analyze frontline health data quickly enough to influence staffing, outreach, and supplies, but the information came from ministry-run facilities in inconsistent paper and Excel formats and often had… 4+ hours per month saved by half of surveyed pilot users Claude Enterprise Anthropic Sample Archived · Sep 28, 2026 International Rescue Committee IRC wanted proof that AI could turn inconsistent frontline health data into useful local decision support despite electricity constraints, poor connectivity, and ministry-defined indicators that varied across facilities. 2,700+ health facilities across 40 countries Claude Enterprise Anthropic Sample Archived · Sep 23, 2026 Supermetrics Marketers and agencies had no shortage of dashboards, but still had to manually export, reconcile, and report data from multiple ad platforms, making campaign analysis slow and too risky for AI systems that hallucinate. 10-hour reports done in 20 minutes Claude Code · Claude Cowork · Google Cloud's Agent Platform Anthropic Sample Archived · Sep 22, 2026 Impel Impel's product and engineering teams were shipping new automotive AI capabilities faster than 150-plus customer-facing reps could learn them, while monthly business reviews and strategic projects still consumed hours… 85% less prep time per dealer business review Claude Code · Claude Enterprise · Claude Platform Anthropic Sample Archived · Sep 15, 2026 DXC Technology DXC needed to reduce insurance document backlogs and automate highly regulated underwriting and claims decisions without losing auditability, policy fidelity, or human oversight. 8 hours to stand up a regulated benefits calculation, 80% right on the first pass Assure · Claude Code · Claude Platform Anthropic Sample Archived · Sep 15, 2026 Carvana Carvana wanted AI to investigate production alerts inside Slack, but its homegrown Slackbots consumed engineering time and lacked the team-scoped access controls needed to expand safely across retail science,… 56% fewer alerts Claude Tag · Opus 5 Anthropic Sample Sep 3, 2026 Qonto Qonto wanted small-business customers to stop spending up to eight hours a month on repetitive financial admin such as transfers, invoicing, payroll, and cash-flow questions, but any agent touching bank accounts had to… 2X faster bank transfers Amazon Bedrock · Claude Haiku · Claude Opus 4.5 Anthropic Sample Sep 2, 2026 Pictet Pictet wanted more than chat-based assistance: it needed agentic AI that could automate internal engineering, compliance, and business workflows inside a Swiss private bank without breaking data residency, risk, or… 700 people with Claude Code and Claude Cowork access Claude Code · Claude Cowork · MCP Anthropic Sample Archived · Aug 30, 2026 Atlassian Atlassian wanted agents to do consequential work inside Jira, Confluence, and related products, but enterprise customers would only trust long-running automation if the models could follow complex instructions, use… 5 million+ agents executed in customer business workflows each month Claude Code · Claude Platform · Rovo Chat Anthropic Sample Archived · Aug 29, 2026 Spellbook Spellbook needed to review, redline, and route very large volumes of contracts fast enough for lawyers and legal teams, while keeping issue spotting consistent and aligning recommendations with each team's preferred… 10x faster agreement turnaround time Claude Code · Claude Platform · Fable 5 Anthropic Sample Archived · Aug 28, 2026 EvenUp EvenUp needed to turn huge, inconsistent personal-injury case files into accurate demands, summaries, and discovery documents fast enough for smaller firms to compete, without letting polished but incorrect reasoning… 300% increase in settlement offers Claude Code · Claude Enterprise · Claude Haiku Anthropic Sample Archived · Aug 27, 2026 League League needed to accelerate product development and internal operations in a regulated healthcare environment, but prompt tuning, multi-agent experimentation, and back-office work still required manual effort and strict… 98% Claude adoption, up from 80% when League's company-wide rollout began Claude Code · Claude Design · Claude Enterprise Anthropic Sample Aug 26, 2026 Rocket Money Rocket Money wanted to put a trustworthy financial expert in every customer's pocket, but a personal finance agent that reads account data, answers questions, and takes actions has to be highly accurate, observable, and… 11x increase in code commits from 11 in December to 128 in July Amazon Bedrock · Claude Code · Claude Platform Anthropic Sample Aug 26, 2026 Rocket Money Rocket Money wanted Rowan to deliver financial help by text message without making users open dashboards, while still keeping the assistant accurate enough to act on real money decisions. Claude Platform Anthropic Sample Aug 21, 2026 Notion Notion needed to embed trusted Claude agents natively inside collaborative workflows, with automations, long-running tasks, memory, coding sandboxes, and human approvals that could scale across whole workspaces instead… 12 hours of prototyping work collapse into about 20 minutes Claude Managed Agents Anthropic Sample Archived · Apr 16, 2026 Slack Slack needed to turn huge volumes of messages, threads, and files into searchable, permission-aware knowledge and time-saving summaries without sacrificing security or conversational quality. 97 minutes per week saved by the average user through summarization and recap features Claude Code · Claude Platform Anthropic Sample Archived · Mar 10, 2026 Stripe Stripe needed a CLI-native coding assistant that met enterprise security requirements and could be safely distributed to engineers without exposing corporate laptops to unapproved JavaScript packages or an unmanaged npm… 1,370 engineers using Claude Code Claude Code · Claude models Anthropic Sample Archived · Feb 10, 2026 HubSpot HubSpot's engineering, marketing, and customer success teams were spending too much time on migrations, maintenance, content creation, troubleshooting, and personalized follow-ups that did not scale across the… From 3-5 days to under an hour Claude Code · Claude Platform · Claude Sonnet 4.5 Anthropic Sample Archived · Feb 6, 2026 Figma Figma wanted teams to turn ideas and static designs into interactive software much faster, reduce the friction between design and development, and let non-coders prototype without rebuilding designs by hand. I spent 30 hours teaching myself React to build my website. With Claude, I refactored and improved all that… Claude Opus 4.6 · Claude Platform · Claude Sonnet