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Google Cloud Software / SaaS United States

ComplyAdvantage

Document Processing · IT Operations Automation · Real-time Analytics

For ComplyAdvantage , a financial crime prevention platform, this transformation presented an opportunity to scale its AI-driven services to get ahead of increasing and evolving threats.

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100% improvement in merge requests per developer
37% improvement in median development time for 170-person engineering group, ensuring the on-time release of a major new offering
42% reduction in median development time for pilot group
50% increase in commits developer

Reported impact

Business outcome

37% improvement in median development time for 170-person engineering group, ensuring the on-time release of a major new offering; 42% reduction in median development time for pilot group; Leveraged Gemini Code Assist; to slash root-cause identification from hours to minutes for the support team.

  • Compliance
  • Productivity Improvement
  • Risk Reduction
  • Scalability

Solution

ComplyAdvantage's developers now use Gemini Code Assist across multiple critical workflows. For brownfield code navigation, new developers and contractors use Code Assist to understand complex existing codebases, dependencies, and integration points. Instead of relying solely on senior developer availability and lengthy code reviews, team members can quickly grasp context through AI-powered code summaries and explanations. This proves especially valuable for remote contractors who lack the informal knowledge transfer that happens in hybrid office environments. These community meetings also drove adoption of emerging capabilities. When Gemini Code Assist launched command-line interface (CLI) support, senior and principal developers who preferred working in the terminal quickly migrated from alternative tools.

Data flow

orchestrated via Gemini Code Assist, and surfaced through Gemini

Solution architecture

2 components · 2 layers
  1. Serving
    • Gemini Powers natural-language reasoning, summarization, generation, or assistance inside the workflow.
  2. Orchestration
    • Gemini Code Assist Speeds software delivery by assisting engineers with code changes and development tasks.

Architecture clues

  • ComplyAdvantage cut development time 37% with Gemini Code Assist, enabling predictable, timely delivery of a major new offering.
  • Leveraged Gemini Code Assist
  • Leveraged Gemini Code Assist to slash root-cause identification from hours to minutes for the support team
  • Our developers are much happier now that we use Gemini Code Assist because they can do more in the same amount of time.
  • Products: Google Cloud Gemini CLI
  • We are looking to accelerate code development at a factor of 10. We needed to find a way to do that while maintaining data sovereignty and security, and Gemini Code Assist became that solution.

Evidence from the source

100% improvement in merge requests per developer
37% improvement in median development time for 170-person engineering group, ensuring the on-time release of a major new offering
42% reduction in median development time for pilot group
Leveraged Gemini Code Assist
to slash root-cause identification from hours to minutes for the support team
Transparency Evidence & methodology 90/100 reference value · 79% confidence · 1 source

Review how this reference was scored and trace each normalized claim back to its documented source.

01

Scoring methodology

How scores are calculated

Customer Reference Value measures usefulness as a customer reference. Evidence Confidence measures the quality and traceability of available evidence, not independent verification.

Customer reference value90/100
  • Problem clarity20/20
    Measures whether the customer's operational problem is specific enough to compare.
  • Implementation depth20/25
    Rewards named components, data flow, integrations, and architecture detail.
  • Outcome specificity20/20
    Measures whether the reported benefit is concrete rather than a generic claim.
  • Quantified impact25/25
    5 metrics describe measurable impact.
  • Deployment scale5/10
    Rewards evidence of a live or scaled deployment and meaningful integration scope.
Evidence confidence79%
  • Source authority20/25
    The main evidence is an official vendor-published customer story.
  • Claim traceability21/25
    10 of 12 key fields link to a named source.
  • Direct evidence20/20
    5 direct source quotes retained.
  • Date provenance0/10
    The publication date has no documented provenance.
  • Source transparency8/10
    1 source reference document publisher, URL, authority, retrieval, and supported fields.
  • Implementation specificity10/10
    Rewards source-backed components, data flow, quantified impact, and a specific outcome.
02

Traceability

Sources & provenance

Field coverage shows which facts each source supports. Dates are shown only when documented by the source.

  1. Google Cloud

    ComplyAdvantage customer story

    First-party
    https://cloud.google.com/customers/complyadvantage
    Source type
    Vendor-published customer story
    Supports
    • Customer
    • Business problem
    • Solution
    • Products
    • Solution components
    • Data flow
    • Integrations
    • technical area
    • use case category
    • Business outcome
    • outcome category
    • Metrics
    • Architecture
    • evidence quotes

Date evidence

  • First archived Mar 14, 2026 · Internet Archive · Independent First Wayback Machine capture; confirms the page existed by this date, not when it was published.
    Open date source
  • Sitemap last modified Mar 10, 2026 · Google Cloud · Publisher metadata Publisher-reported modification timestamp; not a publication date.
    Open date source
Not separately sourced Industry, Region, Company size. Treat these normalized attributes as lower-confidence until a dedicated source is added.

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