Financial ServicesSoftware Engineering

How ComplyAdvantage Cut Development Time 37% with Gemini Code Assist

CComplyAdvantage

ComplyAdvantage deployed Gemini Code Assist across its 170-person engineering team, achieving 37% faster development, 100% more merge requests per developer, and 75% accuracy in auto-categorizing 500+ support requests.

Outcomes

37%Development Time Reduction
100% increaseMerge Requests per Developer
50% increaseCommits per Developer
75%Support Auto-Categorization Accuracy

Tools & Technologies

1GC
Gemini Code Assist
AI-powered coding assistant for enterprise developers

AI Categories

Developer Tools

Challenge

Technical debt from startup-to-scaleup transition — undocumented legacy code, developer onboarding friction, senior engineers stuck on repetitive tasks.

Solution

Deployed Gemini Code Assist across 170 engineers for AI-powered code generation, debugging, test writing, and support request categorization.

Full Story

ComplyAdvantage, a financial crime prevention platform, faced technical debt as it scaled from startup to enterprise. Complex legacy codebases lacked documentation, senior developers spent time on repetitive debugging and test generation, and onboarding new team members was slow.

Access 449+ AI use cases, 414+ tools, and adoption signal rankings.

Source

GOOGLE CLOUD
January 2025
Original case study ↗

Similar Cases

1K
How Klarna’s AI Assistant Resolves 80% of Queries in Under 2 Minutes
Klarna
80%Reduction in average customer query resolution time
2S
How Stripe Deploys Claude Code to 1,370 Engineers with Zero-Configuration Rollout
Stripe
1,370Engineers Deployed
3A
How Airtree Uses Claude Cowork to Automate VC Research & Reporting
Airtree
Reduced from 2 days to minutesMarket & competitor research time
4W
How WEX Achieved 30% Developer Productivity Gains with GitHub Copilot
WEX
~30%Developer productivity increase with GitHub Copilot
5F
How Fireblocks Uses Snowflake AI Agents to Handle 40-50% of Data Queries
Fireblocks
40–50%Share of data queries handled by AI agent
6NB
How NBIM Uses Claude Enterprise to Save 20% Time on Investment Analysis
Norges Bank Investment Management
20%Weekly time savings per employee
7B
How Block Gives 4,000 Employees AI-Powered Data Access via Claude and Databricks
Block
75% saving 8-10+ hoursEngineers saving time weekly
8S
How Satispay Generates 75% of Its Code with Claude
Satispay
75%+Share of monthly committed code generated with Claude
9K
How KeyBank Uses Automation Anywhere to Secure AML Investigations
KeyBank
105,000Manual touchpoints removed
10N
How N26 Uses Claude on AWS Bedrock to Automate 70% of Customer Operations
N26
70%Task automation in targeted processes
See all use cases →