How Stripe Deploys Claude Code to 1,370 Engineers with Zero-Configuration Rollout

Intercontinental Exchange

Intercontinental Exchange (ICE) operates global financial exchanges, clearing houses, and mortgage technology serving markets worldwide. To move beyond lagging IT metrics like SLAs and satisfaction surveys, ICE deployed Moveworks’ HelpBot on Microsoft Teams, powered by an NLU-driven Employee Experience Insights (EXI) engine that converts raw IT tickets into a prioritized action list. EXI revealed hidden pain points—including that Outlook was ICE’s top driver of IT issues—giving the IT leadership team visibility they previously couldn’t achieve with conventional analytics.

Financial ServicesMoveworks AI Assistant

Ellevest

Ellevest is a women-focused financial services and investing platform founded on the premise that the financial industry was built for men and has left women behind. With 20 writers producing 150+ articles annually and an intersectional style guide that evolves with cultural norms, the team adopted Writer to enforce brand consistency and compliance at scale. Time spent correcting style guide mistakes has dropped by 50–70%, and writers across the company now ship content aligned to Ellevest’s voice without requiring intensive manual editorial review.

Financial ServicesWriter

New American Funding

New American Funding (NAF) is one of the largest independent mortgage banks in the US, with a marketing team of nearly 60 people spanning content, performance marketing, brand communications, and social. Facing an overwhelmed content operation across a regulated industry, NAF deployed Writer’s enterprise generative AI platform to streamline content production, enforce compliance guardrails, and maintain brand voice at scale. The platform now saves the team 360 hours per week and has compressed content tasks from hours to minutes.

Financial ServicesWriter

Shinhan Bank

Shinhan Bank is one of South Korea’s largest financial institutions, operating more than 800 branches and serving millions of customers. Facing a workforce burdened by repetitive compliance, loan review, and data-transfer tasks across siloed systems, the bank launched the ‘My Bot’ initiative—deploying personal digital assistants to all 14,000 employees using Automation Anywhere’s platform. The result is one of the world’s largest enterprise digital assistant deployments, saving over 1.2 million staff hours annually and automating more than 100,000 property loan reviews each year.

Financial ServicesAutomation Anywhere

WEX

WEX, a global fintech company that processes payments for fleet management, employee benefits, and corporate spending, consolidated a fractured developer ecosystem of 300+ Azure DevOps organizations onto GitHub Enterprise and deployed GitHub Copilot across its engineering workforce of 1,700+. The result was approximately 30% higher developer productivity, ~60% ROI on Copilot licenses, and a 99% reduction in deployment cycle times.

Financial ServicesGitHub ActionsGitHub Enterprise

Vanguard

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.

Financial ServicespgvectorAWS PrivateLink

Chipper Cash

Chipper Cash, a fintech serving over five million customers across Africa, deployed a Pinecone-powered facial similarity search system to detect and block fraudulent duplicate sign-ups in real time. The solution slashed identity verification latency from up to 20 minutes down to under 2 seconds, and reduced fraudulent sign-ups by 10x across all markets.

Financial ServicesGoogle CloudSnowflake

Millennium bcp

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.

Financial ServicesFirebaseBigQuery