The AI team that works inside your business, not outside it
Most AI agencies hand you something and leave. A forward deployed AI engineer does the opposite. They embed inside your team, learn how your business actually works, and build from there. Tiger Tail offers forward deployed engineering for companies where the problems are complex and a standard project engagement won't cut it.
The term comes from companies like Palantir, where forward deployed engineers sit directly inside client organizations instead of working from an agency office. They attend the meetings, understand the internal politics, talk to the people doing the work, and build solutions that fit the actual environment.
A traditional AI consultant learns about your business from a discovery call. A forward deployed AI engineer learns about it by being there.
We come in, get oriented quickly, and start shipping. The work varies by company but usually covers:
Identifying the highest-value automation opportunities and building them. Not a proof of concept that lives in a slide deck. Working systems in your actual stack.
Making sure what we build connects to the tools your team already uses. Slack, your CRM, your data warehouse, whatever you're running. We don't build things that require a new login.
Setting up the underlying plumbing that AI systems need to work reliably. Clean data in, useful output out.
Custom tools built for your team specifically. Not generic software. Things that reflect how your people actually work.
We stay long enough to see things break and fix them. Most of the real work happens after the first version ships.
A Tiger Tail FDE draws on the same playbooks behind our AI audit and strategy, custom AI development, workflow automation services, AI adoption consulting, AI for legal, AI for healthcare work — now embedded full-time inside your team.
This model works best for companies with a few specific characteristics.
Tiger Tail operates as an AI automation agency for most clients: a scoped project where we audit, build, hand over, and train the team. Forward deployed engineering is different. There's no clean handoff because the engineer stays, and the scope evolves because the problems aren't fully visible until someone is inside. Neither is better. They're for different situations.
| AI Automation Agency | Forward Deployed Engineer | |
|---|---|---|
| Engagement length | Project-based | Ongoing |
| Scope | Defined upfront | Evolves with the business |
| Working model | External team | Embedded inside your org |
| Best for | Clear, contained problems | Complex, evolving challenges |
| First deliverable | 72-hour prototype | Scoped after onboarding |
Your FDE joins team meetings, talks to department leads, and maps the current state. No recommendations yet. Just listening and learning.
Based on orientation, we identify the highest-value problem to tackle first. We scope it, build it, and deploy it. Something real ships in the first month.
We iterate on what's working, add new systems, and go deeper into the business. The engagement grows based on what's actually useful, not a predetermined project plan.
We document everything, train the internal team, and hand over clean systems. The goal is that your team can run what we've built without us.
FDE stands for Forward Deployed Engineer. In the AI context, a forward deployed AI engineer is a technical specialist who embeds inside a client organization to build and run AI systems from the inside, rather than working from an outside agency.
A full-time hire is permanent and general. A forward deployed AI engineer from Tiger Tail brings a specific skill set for a defined period, with the goal of building systems your existing team can eventually own. It's faster than hiring and you're not locked into a permanent headcount.
Most run between three and twelve months. Shorter than that and there usually isn't enough time to go deep. Longer than that and we start looking at whether a full-time hire makes more sense.
Yes. We work with companies remotely. For embedded work that requires on-site presence, we handle that on a case-by-case basis.
AI staff augmentation typically means adding contractors to your team for capacity. Forward deployed engineering is more strategic. The FDE isn't there to fill a seat. They're there to identify problems and build solutions independently.
That's a reasonable thing to be unsure about. Book a call and we'll tell you honestly whether it fits your situation. If a standard project engagement makes more sense, we'll say so.
Book a free call →