Fractional FDE: AI That Actually Ships Into Your Stack
I embed into your workflows, design agents around your existing systems, and deploy them from shadow mode to production — without ripping anything out. Enterprise-grade AI deployment at a fraction of a full-time hire.
The Role
What Is a Forward Deployed Engineer?
Palantir pioneered the FDE role — engineers who sit in the field with clients, configure and extend platforms, and own end-to-end deployment of real systems. Total compensation for a full-time FDE runs $135K–$200K+.
Generic AI consultants advise. They build proof-of-concepts that never leave the sandbox. An FDE does the opposite: they embed in your operations, translate messy workflows into concrete technical requirements, and ship solutions that run on your existing stack.
Fractional means you get that capability part-time and project-scoped, without the six-figure hire. Same methodology. Same rigor. Fraction of the cost.
The Problem
Where a Fractional FDE Fits in Your Business
When Your Stack Is Messy but Mission-Critical
Multi-CRM environments. NetSuite plus spreadsheets. Underwriting in email threads. Merch quoting in Google Sheets. You're paying for software and everything is still manual.
When You're Drowning in Manual Work
Swivel-chair workflows between 4–10 tools. Human-only exception handling. Inconsistent follow-up. Data re-entry across systems. You need someone to bridge the gap.
When AI Pilots Don't Ship
You've tried AI tools. They demo well but never make it to production. No one owns the integration. No one measures the ROI. The budget gets cut.
When You Can't Justify a Full-Time Hire
A full-time FDE costs $150K–$300K/year. You need the capability, not the headcount. Fractional solves the math.
The Method
The FDE Method: Audit → Evaluate → Deploy
Every engagement follows three phases. No migrations. No rip-and-replace. Just AI agents built on what you already use.
AUDIT — Map the Real Work
Stakeholder interviews, workflow shadowing, process diagrams. Inventory every system, API, data location, and security constraint. Find the manual pain hiding in the margins.
EVALUATE — Decide What Belongs Where
Classify every step: AI agent, deterministic automation, or human judgment with better tooling. Build an ROI matrix across revenue uplift, cost savings, and risk reduction.
DEPLOY — Build on What You Already Use
Shadow mode → increasing autonomy → production. On top of Salesforce, NetSuite, HubSpot, SAP, custom stacks. Zero rip-and-replace. Guardrails, audit trails, exception handling.
Who It's For
Built for Operators Who Need AI in Production
Revenue Teams & Funding Shops
MCA brokerages, direct lenders, insurance agencies. Underwriting bottlenecks, broker intake, CRM chaos, manual follow-up.
Merch, Cannabis, Liquor & Hospitality
Promo distributors, cannabis MSOs, liquor brands, restaurant groups, hotels. Quote-to-order pipelines, compliance workflows, multi-system operations.
Field Services, Real Estate & Blue Collar
Contractors, property managers, auto dealers, real estate teams. Lead triage, dispatch, scheduling, CRM integration.
20–250 employees · Multiple SaaS systems · No in-house AI engineering
Not sure where to start? The $999 AI Audit covers 1 workflow in 1 system over 5-7 days. You get a findings doc with a clear recommendation: FDE, CAIO, or Capital & Advisory.
Start with the $999 AI AuditService Tiers
Choose Your Fractional FDE Level
Start with a diagnostic. Move to a pilot. Stay for the retainer. Each tier proves value before asking for more.
Diagnostic FDE
$7,500–$12,500
flat project fee · 2–4 weeks
- • Deep operations audit
- • Workflow mapping in 1–2 priority domains
- • Tech stack inventory
- • AI vs. code vs. human decision matrix
- • ROI opportunities ranked by impact
- • Prioritized backlog with value estimates
Pilot FDE
$20,000–$40,000
per pilot · 6–10 weeks
- • Everything in Tier 1 for 1–3 workflows
- • 1–2 production-grade AI agents built
- • Deployed on your existing stack
- • Shadow mode → live pilot
- • Runbooks, metrics dashboard, training
- • Measurable success criteria
Embedded Fractional FDE
$12,000–$25,000
per month · 1–2 days/week · 3–12+ months
- • Continuous audit/evaluate/deploy cycle
- • Backlog of automations and agents
- • New use case discovery
- • Cross-department rollouts
- • Coordination with Fractional CAIO
- • Weekly standups, monthly roadmap
How They Work Together
Fractional FDE + Fractional CAIO
CAIO sets the strategy and governance. FDE builds and ships the systems. Together, they're the full stack of AI adoption — leadership plus implementation.
CAIO: Strategy, Governance & Roadmap
- • AI vision and executive alignment
- • Policies, risk/compliance frameworks
- • Vendor and model selection
- • Enterprise-level prioritization
- • Works with C-suite and department heads
FDE: Build, Ship & Iterate
- • Workflow mapping and technical design
- • Agent development and integration
- • Shadow → production deployment
- • Metrics, iteration, and expansion
- • Works with operators, IT, and frontline teams
How It Works
How a Fractional FDE Engagement Runs
Scoping Call (30 min)
Clarify industry, size, key workflows, core systems, existing AI usage, urgency, and budget. Decide if FDE is the right fit.
Diagnostic FDE Audit
2–4 weeks. Map operations, identify opportunities, deliver prioritized roadmap with ROI estimates.
Pilot Build & Deploy
6–10 weeks. Design and deploy 1–2 production-grade agents on your existing stack. Shadow → live.
Embedded FDE (Optional)
Ongoing retainer. Continuous pipeline of new agents, improvements, and cross-department rollouts.
Tech Stack
What I Build On
Your Systems, Not Mine
Salesforce, HubSpot, NetSuite, SAP, custom REST/GraphQL backends, funding platforms, merch ordering systems, CRM/ERP combos. I integrate with what you run — no migrations required.
My Agent & Integration Stack
OpenRouter model routing, Hermes orchestration, Node.js/Python glue services, API connectors and webhooks, Cloudflare tunnels, central logging, metrics dashboards, GitHub repos per client.
FAQ
Fractional FDE FAQs
How is a Fractional FDE different from a generic AI consultant?
A Fractional FDE doesn't just advise — they embed in your workflows, write code, integrate with your stack, and ship agents into production with clear success metrics. Generic consultants deliver slide decks. FDEs deliver working systems.
Do we need to rip out our existing tools to work with you?
No. The whole point of FDE is to build on what you already use — CRMs, ERPs, funding platforms, merch systems — using APIs, webhooks, and integrations instead of migrations.
What does a typical first engagement look like?
Most clients start with a 2–4 week Diagnostic FDE audit where we map your operations, identify AI and automation opportunities, and present a prioritized roadmap with ROI estimates.
How do you handle data security and compliance?
Each client gets isolated infrastructure, least-privilege access to systems, encrypted secrets, and audit logs. For regulated industries like finance and cannabis, we design agents around your compliance constraints.
Can you work with our existing developers or IT team?
Yes. FDE often co-designs agents and automations with your internal team using their standards and tooling, so FDE becomes an accelerator for your existing team instead of a separate silo.
Ready for an FDE Inside Your Stack?
Book a 30-minute scoping call and leave with a clear picture of where AI agents can save you time, reduce risk, and drive revenue — on the systems you already use.
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Consulting Practice for Artificial Intelligence Adoption & MCA Platforms