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3Cloud: Forescout AI Portability
Ported GCP AI features to Azure with multi-cloud parity libraries for Forescout via 3Cloud
| Client | Forescout · 3Cloud |
|---|---|
| Challenge | Port GCP AI Functionality to Azure and Ensure Full-Stack Parity |
| Result | Cloud-Agnostic AI Integration with 85% Test Coverage Across Stacks |
| Tags | Azure, GCP, Java, .NET, Python & AI, JavaScript & TS, Big Data |
Forescout Technologies, working with 3Cloud, engaged TaylorMade Software to enhance its enterprise product by porting GCP-hosted AI capabilities to Azure in preparation for the 2024 Microsoft Inspire Expo. The effort focused on full-stack code modernization, cloud-native alignment, and generative AI parity across platforms.
We implemented production-grade enhancements across Java Spring Boot, Node.js/TypeScript, and Python codebases, delivering on strict deadlines with 85% unit test coverage across all services. CI/CD readiness and automated test support ensured maintainability across environments.
To enable true cloud portability, we engineered cloud-switchable libraries in Java, JavaScript, and Python that abstracted Google Cloud services and mapped them to equivalent Azure offerings—including Azure OpenAI. This design established parity in AI workflows and positioned Forescout to operate cloud-agnostically at enterprise scale.
This strategic multi-cloud development initiative modernized Forescout's codebase, reduced vendor lock-in, and delivered Expo-ready functionality on schedule.