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Hire Senior Forward Deployed Engineers. Start in 48 Hours.

Not another developer working from tickets. Senior engineers who embed with your customers or business teams, connect your AI product to real systems and data, and stay until people use it every day. On your US hours, with the code and IP fully yours.

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Example profile
Senior Forward Deployed Engineer
AI integrations · Enterprise rollouts
Available to start in 48 hours
PythonTypeScriptLLM APIsRAGSalesforce / HubSpot APIsSnowflakeSSO / SAMLAWS
  • Customer-facing workshops
  • Production integrations
  • Evals and monitoring
  • Owns go-live and adoption
4 hrsUS Eastern overlap
1 weekrisk-free trial
48 hrsreplacement
PilotLive in production

Trusted by 200+ companies worldwide

Definition

What is a forward deployed engineer?

A forward deployed engineer (FDE) is a software engineer who works directly inside a customer's or business team's environment to deploy, customize and integrate a product, usually AI, until it delivers results in production. Unlike a solutions engineer who mainly supports the sale, an FDE writes production code, owns the integrations and feeds what they learn in the field back to the product team.

Works in
Your customer's or business team's environment
Writes
Production code, integrations and customer-specific features
Owns
Deployment, adoption and outcomes after go-live
Not the same as
A solutions engineer (pre-sale) or a consultant (advice only)

Engineering side

  • Production integrations and APIs
  • Data pipelines and mapping
  • Evals, monitoring and guardrails
  • SSO, permissions and security reviews

Customer side

  • Discovery workshops with business teams
  • Scoping and success criteria with ops leads
  • User training and change management
  • ROI and adoption readouts for the exec sponsor

Not a salesperson or a consultant: an engineer who can also run the room.

Why teams hire an FDE

Most AI pilots don't fail in the demo. They fail in the customer's environment.

Three places rollouts stall, and what a forward deployed engineer does that a ticket-driven developer does not.

Real data is not demo data

Where it breaks

The pilot ran on clean sample data. The customer's data is messy, permissioned and spread across systems.

What your FDE does

Maps and connects the real data, and fixes the pipeline before users ever see a wrong answer.

Every customer wants a custom integration

Where it breaks

CRMs, warehouses, SSO, approval flows. Each enterprise asks for something different, and your core team gets pulled off the roadmap.

What your FDE does

Owns the customer-specific integrations and turns repeats into reusable patterns, so your roadmap stays protected.

Nobody owns the last mile

Where it breaks

The contract is signed, but no one technical owns deployment, adoption and feedback after go-live.

What your FDE does

Acts as one accountable engineer per rollout, measured on users live, not tickets closed.

Why an FDE

Why hire a forward deployed engineer, not another developer?

A developer builds what the ticket says. A forward deployed engineer makes sure it works for the people who actually use it.

Another developer
  • Works fromTickets and specs someone else wrote
  • Talks toYour PM, who translates for them
  • Builds inYour repo and a sandbox
  • Done whenThe code is merged
  • FeedbackArrives weeks later through support
A forward deployed engineer
  • Works fromThe customer's real workflow and data
  • Talks toThe customer and business team directly
  • Builds inThe customer's actual environment
  • Done whenUsers are live and adoption is tracked
  • FeedbackComes straight from the field to your product team

Pilots reach production

Someone owns the last mile, so pilots stop stalling after the demo.

Your core team stays on the roadmap

Customer-specific work goes to the FDE, not your product engineers.

Customers actually adopt it

Your FDE stays through go-live and watches how real users work.

Your product learns from the field

Lessons from each rollout become features and reusable integrations.

Role comparison

Forward deployed engineer vs solutions engineer vs software engineer

Same customer, same request. Here is what each role actually does with it.

The customer request

"Our support team wants the AI assistant to pull each customer's order history from Salesforce."

Solutions engineer

Helps close the sale

What they do with this request

Runs a demo with sample data, answers the security questionnaire, and hands the account over once the contract is signed.

A typical week

  • Product demos for prospects
  • Proof-of-concept setups
  • RFPs and security questionnaires
  • Technical answers on sales calls
Shows upPre-sale and deal OwnsThe technical win
Who you hire here

Forward deployed engineer

Makes it work in the customer's environment

What they do with this request

Sits with the support team, connects the Salesforce order data, sets up permissions, tests on real tickets, trains the agents and ships it live.

A typical week

  • Workshop with the customer's support lead
  • Build the Salesforce connector and data mapping
  • Run evals on real support tickets
  • Go live with the first agent group, then report adoption
Shows upRollout and after go-live OwnsUsers live and adoption

Software engineer

Builds the core product

What they do with this request

Gets a ticket a few weeks later, builds a generic Salesforce connector for every customer, and never meets this one.

A typical week

  • Roadmap features
  • Code reviews and refactors
  • Bug fixes from the support queue
  • Performance and infrastructure work
Shows upRarely customer-specific OwnsFeatures on the roadmap

And not a consultant either: consultants advise, forward deployed engineers ship.

How a rollout runs

From embedded to live, step by step.

The four things your forward deployed engineer owns inside the customer's environment, and what you get from each.

Kickoff with the customer team Illustrative

Who is in the room

Your FDEOwns the rollout
Your product leadSets priorities
Customer ops leadKnows the workflow
Customer ITGrants access

What "live" means, agreed up front

  • Which users go live first
  • Which data the AI is allowed to use
  • Who signs off on go-live

How to hire

How to hire a forward deployed engineer

Three ways to work with us, from one embedded engineer to a fixed-scope sprint for a single stuck pilot.

Embedded FDE

One senior engineer inside your team or customer account, owning one rollout end to end.

  • Enterprise customer rollouts
  • AI pilots that need to reach production
  • Teams without spare senior capacity
Pricing CustomTerm Monthly

Embedded FDE team

Several engineers covering multiple customers or business units, with shared integration patterns.

  • Several enterprise customers live at once
  • Multi-region or multi-team deployments
  • Building a repeatable deployment playbook
Pricing CustomTerm Monthly

Pilot-to-production sprint

Bring one pilot that works in a demo but not in the real environment. We scope it, fix it and hand it over live.

  • A single high-stakes pilot
  • Proving value before a larger rollout
  • Clear scope and fixed budget
Budget $3K - $60KTimeline 1-10 weeks

FAQ

Questions about hiring forward deployed engineers

What is a forward deployed engineer?

A forward deployed engineer (FDE) is a software engineer who works inside a customer's or business team's environment to deploy and integrate a product until it delivers results in production. The role became widely known at Palantir and is now common at AI companies that sell to enterprises.

Why hire a forward deployed engineer instead of a regular developer?

A regular developer builds what the ticket describes. A forward deployed engineer works with your customers or business teams directly, builds in their real environment and stays until users are live, so pilots reach production instead of stalling after the demo, and your core team stays on the roadmap.

Is a forward deployed engineer technical or customer-facing?

Both. An FDE is an engineer first and writes production code, integrations and data pipelines. They also run discovery workshops, agree success criteria with business leads, train users and report adoption to the exec sponsor. That mix is what separates an FDE from a regular developer on one side and a salesperson or consultant on the other.

What does a forward deployed engineer do day to day?

An FDE meets the customer or business team, maps their data and systems, builds integrations and customer-specific features, deploys and monitors the product, and reports field feedback to the core product team.

What is the difference between a forward deployed engineer and a solutions engineer?

A solutions engineer mainly supports the sale with demos and technical answers. A forward deployed engineer works after the deal, writing production code and owning the deployment until customers actually use the product.

What is the difference between a forward deployed engineer and a software engineer?

A software engineer usually builds the core product for many customers. A forward deployed engineer adapts and integrates that product for specific customers or teams, working directly in their environment.

When should a company hire a forward deployed engineer?

Hire one when an AI pilot works in a demo but stalls in a real environment, when enterprise customers need custom integrations, or when no one technical owns rollout and adoption after a deal closes.

Can I hire forward deployed engineers as a service instead of full time?

Yes. You can embed one of our senior FDEs monthly, add a small FDE team for several rollouts, or run a fixed-scope pilot-to-production sprint. Our hiring model comparison can help if you are weighing options.

How fast can your forward deployed engineers start?

Engineers can start in 48 hours, with a 1-week risk-free trial. If the fit is not right in week one, you pay nothing, and we offer a 48-hour replacement guarantee.

Who owns the code, and what happens when the engagement ends?

You own 100% of the code and IP from day one, under an NDA. We plan the handover with you, so the integrations your FDE built keep running with your team after the engagement ends. No lock-in.

Start a rollout

Got an AI pilot stuck in demo?

Tell us where it breaks. We will scope the rollout and match you with a senior forward deployed engineer. Join 200+ companies who ship production AI with Groovy Web.

Hire a Forward Deployed Engineer

Rated 4.9 on Clutch from 55 verified reviews · 247+ projects delivered

What happens next

  1. 1
    Tell us where the pilot breaksShare the product, the customer and what is stuck.
  2. 2
    We scope the rolloutAnd match you with a senior forward deployed engineer.
  3. 3
    Your FDE starts in 48 hoursWith a 1-week risk-free trial, NDA and full IP ownership.
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