Forward Deployed Engineer · Sacramento region
A forward deployed engineer for Sacramento businesses — embedded with your team, building AI that works
Most AI help arrives as advice from a distance. A forward deployed engineer works the opposite way: we embed on-site with your team, build against your real workflows, and iterate in the room until the system is actually doing the job. It's a freelance, fractional FDE arrangement — senior engineering, sized to your problem. Based in the Sacramento region, and available for remote and hybrid projects anywhere.
Book a free AI consultationWhat is a forward deployed engineer?
A forward deployed engineer (FDE) is an engineer who embeds directly with a client — on-site, inside the actual workflow — to build, deploy, and iterate on software in the field, rather than handing a specification to a remote team. The model was popularized by companies like Palantir and OpenAI, and it has quietly become the standard way to get AI systems working inside a real business.
The reason it works is simple: the hard part of applying AI isn't the model, it's the last mile — the messy reality of how your business actually operates, the edge cases, the exceptions, the workarounds your team invented years ago. You can't spec that from a distance. You have to sit in it. That's what forward deployed means: build against the real problem, watch it run, and fix it in place.
What an FDE does for your business
- ✓AI systems built against your actual workflows, not a generic template
- ✓On-site iteration — we watch the work happen and adjust in real time
- ✓Working software deployed and in use, not a slide deck of recommendations
- ✓Direct integration with the tools and data you already run
- ✓Your team trained to operate and extend what we build
- ✓Everything documented in plain English, and every account owned by you
How we work as your forward deployed engineer
Embed with your team
We start on-site, in the room where the work actually happens — quoting, intake, scheduling, reporting. Being embedded is the whole point: we see the edge cases and workarounds a remote vendor never hears about.
Build against real work
We build AI tools and automations directly against your live workflows and real examples from your business, not a sanitized spec. First version in days, then we watch it run.
Iterate in the field
We tune what we built with your team using it in front of us — fixing what breaks, cutting what nobody uses, and adding the thing they actually asked for on day three.
Hand off and stay reachable
You end up owning working systems and knowing how to run them. We document everything, train your people, and stay available for the next build — but nothing is designed to lock you in.
This is a good fit if…
- →You have a concrete, messy problem you want solved in weeks — not a year-long roadmap
- →You'd rather someone sit with your team and build than send a proposal and disappear
- →You want AI that plugs into your real systems and data, configured for how you actually work
- →You value being able to point at a person locally and say “build this with us”
The engineering behind it
Forward deployed work is only as good as the engineer doing it. Our AI builds run on current tooling — the Claude API, the Model Context Protocol (MCP), and Claude Code — backed by formal certification:
- ✓Google AI Professional Certificate
- ✓Anthropic certification — Building with the Claude API
- ✓Anthropic certification — Model Context Protocol (MCP)
- ✓Anthropic certification — Claude Code in Action
Forward deployed engineer — common questions
What is a forward deployed engineer?
A forward deployed engineer (FDE) is an engineer who embeds directly with a client — on-site, inside the actual workflow — to build, deploy, and iterate on software in the field, instead of handing specs to a remote team. The model was popularized by companies like Palantir and OpenAI, and it has become the standard way to get AI systems working inside a real business: build against the real problem, watch it run, and fix it in place.
Do you work as a freelance or fractional FDE?
Yes. This is a freelance, fractional forward deployed engineer arrangement — you get an embedded engineer for the scope of a project or on a recurring part-time basis, without the cost or commitment of a full-time senior hire. Engagements are sized to the problem: a focused two-to-four-week build, or an ongoing arrangement where we're in your business regularly.
How is an FDE different from your other AI services?
Our setup, agents, and automation services are packaged offerings with a defined shape. The forward deployed engineer model is for when the problem is specific and the fastest path is to embed and build — high-touch, in-person, and iterative. Same skills and certifications behind it; a different way of working.
Do you take FDE work outside the Sacramento area?
Yes — we're open to projects anywhere. We're Sacramento-based, so for businesses across the region — Elk Grove, Roseville, Folsom, Davis, and nearby — we work on-site, which is where forward deployed work is at its best. For everyone else, remote and hybrid engagements work well: a common pattern is an intensive on-site or video kickoff to absorb how your business runs, then remote iteration from there. If you have the right problem, location isn't a barrier.
What does a forward deployed engineer cost?
It's quoted per engagement, because scope varies — a focused build looks very different from an ongoing embedded arrangement. We always give you a fixed quote in writing before any work starts. The best place to begin is a free consultation to scope the problem.
Have a problem worth embedding on?
Start with a free consultation — a 30-minute conversation to scope the problem and see whether a forward deployed engagement is the right way to solve it. Sacramento-based and open to remote and hybrid projects anywhere. Or email hello@sacaiconsulting.com.
Book a free AI consultationOr email hello@sacaiconsulting.com · call (916) 620-7297