How ComplyAdvantage Cut Development Time 37% with Gemini Code Assist
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.
Impact
37%
Development Time Reduction
100% increase
Merge Requests per Developer
50% increase
Commits per Developer
75%
Support Auto-Categorization Accuracy
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.
Tools & Technologies
What Leaders Say
“In one instance, a developer used Gemini Code Assist to identify the root cause of a customer bug within minutes. This previously would have taken hours.”
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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.
The company deployed Gemini Code Assist starting with a pilot of 20 senior developers across three global dev centers. The tool was chosen for its data sovereignty guarantees and multi-cloud compatibility.
Results were dramatic: median development time dropped 37% across the 170-person engineering team (42% for the pilot group), merge requests per developer doubled, commits per developer increased 50%, and the tool achieved 75% accuracy in auto-categorizing 500+ support requests. Root cause identification dropped from hours to minutes.
AWS