Beamy leverages Google Cloud AI to analyze application usage and drive digital transformation
Beamy developed an AI-driven Business Transformation Platform that uses Google Cloud AI (Vertex AI) to analyze real application usage within large organizations. The platform reconstructs business processes based on how employees work across applications to mitigate shadow IT, rationalize application portfolios, and prioritize AI initiatives. It was deployed at major clients including Veolia, Schneider Electric, and Crédit Agricole CIB. Beamy's system collects billions of behavioral data points, uses real-time activity tracking, and AI models for process identification and prioritization. The platform runs on Google Cloud infrastructure including Vertex AI, Cloud Run, BigQuery, and Looker for data processing, model deployment, scalability, and dashboards.
- Organization
- Beamy
- Industry
- Tech & Comms
- Location
- France
Reported outcomes
Strategic outcomes
Why do we believe this deployment?Customer identity, provider attribution, maturity, and source checks
- Customer
- Beamy, Veolia, Schneider Electric, Crédit Agricole CIB
- Provider
- GCP
- Maturity
- Production
- Linked source
- Google Cloud Customer Stories
It was deployed at major clients including Veolia, Schneider Electric, and Crédit Agricole CIB
Primary read
Use case focus
Showing 3 of 3
- 1AI-driven business transformation
- 2Application usage analysis
- 3Shadow IT management
- Large organizations struggle to understand true application usage and business processes due to decentralized technology decisions, leading to inefficiencies and shadow IT.
- This lack of visibility prevents effective rationalization of applications and prioritization of AI investments.
- Beamy implemented an AI-driven platform leveraging Google Cloud Vertex AI to analyze detailed employee interactions across tools to reveal actual business processes.
- They use serverless Cloud Run for application service deployment and BigQuery for storing and analyzing large-scale data.
- Looker dashboards visualize insights to help organizations manage digital transformation strategically.
- Veolia discovered over 10,000 actual applications used vs. 4,000 in official catalogs, enabling license rationalization and cost savings.
- More than 1,000 potential AI use cases were identified for targeted deployment.
- Organizations improved governance of IT investments by focusing on high-impact transformation areas.
- The platform scales automatically to tens of thousands of employees, supporting large enterprise deployments.
Sources & evidence1
- Customer explicitly identified
- Deployment status explicitly supported
- Primary source available
- Technical implementation details available
AI-generated summary. Verify important details with the linked sources before relying on this case.
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