FDE, Part 1: What a Forward Deployed Engineer Does in Enterprise AI
How FDEs connect business needs, enterprise data and software capabilities, with clear responsibilities and delivery boundaries.
5 articles
How FDEs connect business needs, enterprise data and software capabilities, with clear responsibilities and delivery boundaries.
Observe real tasks, review data and compare against a baseline to turn business goals into testable acceptance criteria.
Connect document processing, RAG, access controls, tool calls and evaluation into a traceable, maintainable AI system.
Use staged releases, version records, monitoring and feedback to hand over an AI pilot with a practical recovery plan.
Build software, business understanding and AI-system experience into a project others can run, evaluate and maintain.