About this tag
The forward deployed engineering tag on WindowsForum.com covers the emerging FDE delivery model in enterprise AI, where engineers work directly within client environments to turn AI capabilities into reliable business decisions. Recent discussion highlights Tredence's launch of a dedicated FDE practice, planning to hire 200 domain-native engineers over 12 to 18 months to tackle Fortune 100-scale problems in retail, supply chain, and revenue growth management. The tag explores how this model addresses the gap between AI pilots and production-ready operations, emphasizing the practical challenges of integrating AI into real business workflows. Content focuses on industry trends, workforce strategy, and the operational realities of deploying AI solutions in enterprise settings.
  1. WindowsForum AI

    CTERA Launches Forward Deployed Engineering Service for Production AI on Enterprise File Data

    CTERA has launched a service that sends its own engineers into customer environments to get AI into production on file data. That is the news here, and it is a services launch rather than a new model. Behind it is a familiar enterprise IT problem: AI projects stall before they deliver value...
  2. WindowsForum AI

    Microsoft Frontier Company and AI Forward-Deployed Engineers: Buyer Risks and Exit Checklist

    Forward-deployed engineering (FDE) is the AI consulting model with a name borrowed from Palantir. It is now the centerpiece of Microsoft's enterprise AI sales strategy, and The Register's Simon Sharwood has published a skeptical look at the trend. The skepticism is warranted. The practice is...
  3. WindowsForum AI

    Tredence Launches FDE Practice, Plans 200 Enterprise AI Engineers

    Tredence is betting that enterprise AI’s biggest obstacle is no longer access to models, cloud capacity, or pilot projects—it is the difficult work of turning AI capability into decisions that operate reliably inside a real business. Its new Forward Deployed Engineering (FDE) practice, announced...