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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.
Snowflake enterprise roadmap for RBAC, governance, disaster recovery, and SOX compliance
Tags: Snowflake, Big Data, GCP, Energy & Transport
Self-service Snowflake automation portal with GitOps provisioning and onboarding workflows
Tags: Snowflake, AWS, Big Data, Financial, Java
Automated Snowflake RBAC, workspace provisioning, and lifecycle management for enterprise users
Tags: Snowflake, Big Data, Azure, Python & AI, Energy & Transport
Snowflake governance and CI/CD modernization with iData no-code pipeline, SSO security, and role-based integration on AWS
Tags: Snowflake, AWS, Java, Python & AI, Big Data, Financial, Public
Snowflake Tableau cost monitoring system with chargebacks and business unit allocation
Tags: Snowflake, AWS, Java, Big Data, Financial
Snowflake and Azure-powered fraud detection and analytics modernization
Tags: Snowflake, Azure, .NET, Big Data, SQL Server, Financial, Health & Biotech
Modernized multilingual mobile and web apps in AWS, improving booking speed, UX, and developer efficiency with React
Tags: AWS, JavaScript & TS, Java, C++ & Embedded, Mobile, Retail
AI Real-time video pattern recognition in AWS and on-premises systems
Tags: AWS, Java, Python & AI, JavaScript & TS, Big Data, Public