Forward Deployed Engineering Methodologies for Artificial Intelligence Agent Development

The commoditization of foundational large language models has changed enterprise software engineering. As the underlying models become interchangeable, competitive advantage derives less from model parameter size or pre-training data volume than from the ability to operationalize these models within specific, proprietary enterprise environments. That work is the domain of the Forward Deployed Engineer (FDE). Competent software teams already work iteratively against changing requirements, keep software releasable at any time, and build their code around a model of the business domain. The FDE carries that practice onto the client's premises, working as an embedded technologist between frontier artificial intelligence capabilities and the operational realities of legacy production systems.

Research library