https://gravel.work/field-notes/ Dispatches on the forward deployed motion: deployment economics, org design, and what enterprise clients grade you on. en https://gravel.work/field-notes/true-cost-of-a-forward-deployed-motion/ https://gravel.work/field-notes/true-cost-of-a-forward-deployed-motion/ Mon, 20 Jul 2026 00:00:00 GMT A forward deployed engineer costs $280–400K fully loaded: a $173,816 median base, grossed up roughly 31% for benefits, plus travel, tooling, and management overhead. At about two concurrent engagements per person, field cost lands at $125–200K per engagement per year, which is the effective ACV floor for white-glove deployment. Move engagements-per-person to six and that floor drops well below $100K. Deployment economics Unit economics Forward deployed engineering https://gravel.work/field-notes/what-clients-expect-from-deployment/ https://gravel.work/field-notes/what-clients-expect-from-deployment/ Tue, 16 Jun 2026 00:00:00 GMT Enterprise clients grade a deployment on two axes they rarely state out loud: speed to value and depth of fit. Every question they ask — "what does week one look like?", "who's our point of contact?", "how custom is this?" — is one of those two in disguise. The five standard failures are all boundary failures: asks, status, decisions, and evidence falling into the strip between two companies that no tool owns. Client expectations Deployment Enterprise sales https://gravel.work/field-notes/building-a-forward-deployed-org/ https://gravel.work/field-notes/building-a-forward-deployed-org/ Mon, 11 May 2026 00:00:00 GMT The forward deployed engineer title covers three different jobs: builder FDE (60% of postings), sales engineer with a commit bit (30%), and internal tools builder (10%). Roughly half of the real role is coordination — status updates, chasing approvals, meeting-note archaeology — and that half is what agentic tooling now carries. The org-design consequence is to hire fewer, more senior people and change the unit of capacity from accounts carried to engagements supervised. Hiring Forward deployed engineering Org design https://gravel.work/field-notes/palantir-forward-deployment-playbook/ https://gravel.work/field-notes/palantir-forward-deployment-playbook/ Thu, 02 Apr 2026 00:00:00 GMT Palantir split engineering in two: forward deployed engineers who lived at customer sites and were licensed to overfit, and product development engineers who generalized those field hacks into platform primitives. The loop — embed, solve, generalize, resell — is what turned a services cost structure into 80% gross margins, because each pass made the next deployment cheaper. Teams that copy the embedded-engineer half without the generalization half end up with unmaintainable bespoke deployments at Accenture margins. Palantir Forward deployed engineering Product strategy https://gravel.work/field-notes/deal-dies-between-demo-and-workflow/ https://gravel.work/field-notes/deal-dies-between-demo-and-workflow/ Thu, 26 Feb 2026 00:00:00 GMT Enterprise AI deals die in the six months after the demo — in data access requests, security reviews, and the gap between what the product does and how the buyer's team actually works. The market's answer is the forward deployed engineer, but at $280–400K fully loaded across roughly two accounts, the motion costs $125–200K per engagement per year. A large share of that week is coordination rather than engineering, and coordination is the class of work agents can now carry. Forward deployed engineering Enterprise AI Deployment economics