# Tech Giants Invest Billions in Forward Deployed Engineering Roles The shift toward embedded engineers marks a new era for enterprise software development. - **Source:** [Entrepreneur – Latest](https://brifing.si/source/1bee40f8-abda-4cd6-b055-05148ce79f53) - **Published:** 2026-11-05 - **Topic:** [technology](https://brifing.si/c/technology) - **Original article:** - **On Brifing:** https://brifing.si/s/900197f3-dde5-474f-8b70-bbc1113ea9bb ## The Rise of FDEs Tech giants are prioritizing the Forward Deployed Engineer role, with AWS committing $1 billion and OpenAI investing over $4 billion into specialized deployment units. This trend highlights a strategic shift where companies move beyond traditional software delivery models to place technical experts directly within the client's operational environment for faster integration. ## Defining the Role Unlike standard engineers who build one capability for many customers, a Forward Deployed Engineer delivers multiple capabilities for a single customer. Popularized by Palantir, this role requires engineers to sit alongside business users, writing production code and configuring systems in real-time to solve specific, complex enterprise challenges on-site. ## Historical Context The practice of embedding technical staff is not entirely new, tracing back to IBM in the 1950s and 60s. Systems engineers then worked directly with mainframe clients to configure hardware. While the model evolved through consulting and implementation teams, modern AI tools have made this proximity essential for rapid, iterative development. ## Changing Development Dynamics Traditional IT projects often suffered from communication gaps between business requirements and technical execution, frequently taking months to complete. Today, AI-assisted coding allows business users to prototype apps in days. FDEs bridge the remaining gap, transforming these initial prototypes into scalable, secure, and production-ready enterprise solutions that actually function. ## Technical and Functional Depth Successful FDEs must possess deep technical skills in cloud, Python, and LLM deployment while maintaining functional knowledge of specific industries. For example, healthcare FDEs must understand payer workflows and EHR systems like HL7. They do not need to be subject matter experts, but they must ask the right questions. ## Outcome-Based Accountability Modern FDE roles are measured by the tangible value they create for the customer rather than simple ticket closure rates. This shift demands that engineers take full ownership of business outcomes. By spending 60% to 70% of their time with customers, they effectively align technical trade-offs with specific business goals. ## Governance and Integration A common concern for CIOs is whether these lean, fast-moving teams will become shadow IT. However, true FDE teams operate within existing enterprise standards rather than around them. By applying governance during the development process instead of after, they ensure that speed does not compromise security, compliance, or data integrity. ## The Future of Delivery The FDE model represents a fundamental change in how technology, data, and workflows converge to drive results. By embedding engineers directly into the business, companies can reimagine processes while building them. This approach ensures that software is not just deployed, but actively contributes to measurable, high-impact business outcomes today. ## Sources covering this story - https://www.entrepreneur.com/business-news/tech/tech-giants-are-putting-billions-behind-a-decades-old-engineering-model-heres-why-it-matters-more-now — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._