FDE & Applied AI
The system your FDE program is missing. Designed to Scale. Built to be AI‑Native.
Forward Deployed Systems — the operating model for AI-Native platforms. Serving clients stays the job; the system makes the serving compound.
§ 01 · The heroics wall
Every strong program hits the same wall.
Demand runs multiples ahead of capacity. The wall isn’t a talent problem — it’s what a program without an operating model looks like at scale.
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The gap
Pipeline grows faster than any hiring plan. Open reqs sit unfilled while the team covers the difference by working past its design limits.
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The burn
The strongest engineers carry the hardest deployments back to back. Heroics become the plan — and heroics don’t renew.
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The reset
Every deployment starts from zero. What the field learned last quarter lives in someone’s head, not in the next engagement’s starting position.
The wall is readable before it’s solvable — the Maturity Map reads the program before anything is built.
§ 02 · The proof
Built, run, and graded.
A Forward Deployed System isn’t a framework on a slide. The Maturity Map is a seven-section diagnostic with a published scoring method — run end to end against programs built to break it, then graded blind against a planted answer key.
No client logos yet — something better. Two synthetic programs, each built deliberately off-pattern, run through the full instrument and graded blind against a hidden answer key.
On the first: of eight planted findings, seven recovered — two of them exceeded — one partial, none missed. A 29 FDE-equivalent capacity gap, a three-way capped score, a buyer-specific failure no framework would predict. A live engagement’s NDA hides the working; a simulation lets us show the whole trace.
Simulated programs · graded blind against a planted answer key · not client results
The bar is public. Palantir — 311% revenue growth on 82% more headcount — is the operating standard the Map measures every program against. Not slideware.
§ 03 · The system
What a Forward Deployed System is.
A Forward Deployed System is the operating model that turns every deployment into two results: signal that improves the product, and reusable capability that makes the next one start ahead.
§ 04 · Anatomy
Three pillars hold the system.
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01 · People
Pods
Four roles, one unit of delivery.
A Client Lead who owns prioritization and value realization. A Deployment Strategist who owns problem discovery and workflow design. Forward Deployed Engineers who build in production. And a Synthesis Lead — outside the cost of revenue — who owns what the field teaches the platform.
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02 · Process
The compounding engine
Two deliverables from every engagement.
Every engagement carries a two-deliverable mandate — the client outcome and the reusable artifact — moved through a gate sequence and Demo Day to cross-pod adoption. Nothing ships once; everything ships forward.
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03 · Technology
FD/IO
Forward Deployed Inputs / Outputs.
The substrate where field learning lands in durable form and returns as reusable capability — in the product, in the engineering process, in the platform itself, and as an extension of every engineer in the field.
The system compounds only when all three pillars hold. One weak pillar produces heroics, regardless of the strength of the other two. The full argument
§ 05 · The instrument
The Maturity Map reads the program before anything is built.
A seven-section read, delivered as a narrative instrument — not a dashboard, not a deck. It grades the program at three altitudes and resolves into one bounded decision: what to build, where, and whether to build at all.
| Altitude | Unit | What it returns |
|---|---|---|
| Macro | The program | A single maturity score, graded against the operating-model standard the Map applies to every program |
| Meso | Each pod | Archetype calls, mismatches, and a per-pod grade |
| Micro | The four roles | Role-as-performed reads across six dimensions |
This is a page of the actual instrument — a simulated read, in the same form a client receives.
Maturity Score · heroics‑vs‑compounding
Composite = min(D1…D4): the weakest dimension caps the system. No single fix lifts the score.
The capacity gap
29 FDE-equivalents short by Q2 2027 — widening every quarter.
13.9 → 18.5 → 24.7 → 29.0 FDE‑eq · Q3’26 → Q2’27
Hiring can’t close it: a nine-month funnel, fourteen reqs stalled 90–140 days.
§ 06 · How it installs
Assess. Build. Scale.
FDS Maturity Map
The seven-section read of the program as it stands — every deployment, pod, and role under one measure. Project · ~6–8 weeks.
FDS Design & Pilot
The system designed around your program and proven in one pod, gate by gate, through Demo Day. Retainer · ~4–6 months.
FDS Scale
The system propagates across the program, pod by pod, with HALDEMAN alongside as the operating model compounds. Annual · quarterly exit after year one.
| Tier | What happens | Shape | Duration |
|---|---|---|---|
| FDS Maturity Map | The seven-section read across three altitudes; resolves into a recommended pilot architecture | Project | ~6–8 weeks |
| FDS Design & Pilot | The system designed and proven in one pod — charter, pod-ready, first engagement, Demo Day | Retainer | ~4–6 months |
| FDS Scale | The system propagates across the program with HALDEMAN alongside | Annual | Quarterly exit |
The Maturity Map assesses the program. Design & Pilot builds the system in one pod. Scale compounds the value.
HALDEMAN is at every step. The system is yours from the first gate.
§ 07 · Who it’s for
Built for programs that have outgrown hiring.
Forward Deployed Systems is for the leaders of FDE and Applied AI teams — at platform providers, AI-Native companies, or an enterprise’s applied-AI division — whose programs have outgrown hiring as the way to scale.
HALDEMAN runs two to three engagements at a time. Fit is checked before anything is signed — a program without a field motion, or without the leader who owns it, hears that in the first conversation.
If the wall sounds familiar, start with the Map.
One conversation establishes fit — not a pitch, not a deck. The Maturity Map does the rest: the read first, the system second. You reach Cory directly, and you’ll hear back within a day. If a Forward Deployed System doesn’t fit, the conversation will say so.