Who Owns the Roadmap? Six Ways to Build a Forward Deployed Engineering Business (mwvdveld.substack.com)

The article explores the evolving landscape of Forward Deployed Engineering (FDE) businesses in the context of AI and ML integration. With the ability to deploy engineers closer to customers and create tailored solutions rapidly, there is a significant opportunity for FDEs. However, a critical question arises: who truly owns the roadmap and captures the value from the innovations? The piece outlines six distinct models for FDEs, ranging from traditional service providers to those exerting influence over product development. Each model showcases varying levels of control over the underlying technology, with implications for monetization and strategic partnerships. As AI transforms engineering dynamics, FDEs must adapt to survive. The article highlights that the cost-effectiveness of solution building is rising sharply due to AI, making traditional advantages less relevant. Companies must focus on owning the governance and observability layers that enhance model reliability while creating reusable intellectual property, rather than merely reselling vendor products. Additionally, as open-source contributions become more prevalent, FDEs need strategies to retain the value generated from their developments. Eventually, the article underscores that the true opportunity lies in positioning oneself as a critical decision-maker in the deployment process, acknowledging the need for a nuanced, client-centric approach that transcends typical engineering frameworks.