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Why most companies misunderstand forward-deployed engineering

Vinoo Ganesh, the CEO of Kepler and a former Palantir veteran, argues that many modern tech firms are misapplying the forward-deployed engineer model. Rather than leveraging these roles to drive product innovation, he observes that many organizations now use the title as a stopgap for missing product-market fit.

Why most companies misunderstand forward-deployed engineering

During his tenure at Palantir, Ganesh managed the Project Frontline program, which embedded software engineers directly into the field to bridge the gap between Palo Alto headquarters and customer realities. The goal was simple: expose developers to the urgency of the front lines so they could build more relevant tools. He notes that the model thrived because Palantir empowered these engineers to act as extensions of the product team, using field insights to refine the company’s horizontal platform.

Today, Ganesh sees a worrying trend where firms conflate the FDE role with sales engineering or quota-carrying sales positions. He contends that when companies force engineers to act as customer support or marketing proxies to compensate for a product that doesn't solve a genuine pain point, they lose the compounding product returns that made the original model effective. For Ganesh, the future of software engineering lies not in the code itself, but in the ability to understand customer problems viscerally, treating the FDE position as a mindset rather than a generic catch-all job title.

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