Forward Deployed Engineer

From an AI idea to a solution that works.

You see potential in AI, but your team lacks someone who can turn it into a working solution. A forward deployed engineer builds it with your team.

The offer: an engineer who works regularly with your team on one process, from learning the work through rollout and handover. Time and scope are agreed for each engagement.

Your team

  • names an owner
  • shares knowledge and access
  • checks the results
  • accepts the rollout

Engineer

  • learns the process
  • builds the solution
  • tests it with people
  • hands it over

One process, one shared piece of work

Who does what in the engagement

An engineer who stays with the process until handover

A forward deployed engineer (FDE) works close to the people who do the work. The engineer learns the process with the employees, builds the solution with the team and helps put it into daily use.

What the engineer does

  • Learns the process the way people actually run it, exceptions included.
  • Builds the AI solution on data and tools the company has approved.
  • Tests it with employees on real cases.
  • Writes the instructions, practises with the team and hands the solution over.

What your team brings

  • A process owner who makes the decisions.
  • Knowledge of the work and staff time for testing.
  • Approval for access to the data and systems needed.
  • Acceptance of the result against criteria agreed at the start.

Illustrative example

From a customer enquiry to a quote an employee checks

One process, five stages. Each stage shows what the engineer does, what your team contributes and what we check.

  1. Task
  2. Sources
  3. Draft
  4. Tests
  5. Handover

Customer enquiry

  • Product and quantity
  • Delivery date
  • Customer requirements

Missing: delivery address

Approved sources

  • Price list
  • Product data
  • Delivery terms

Draft quote

  • Items from the price list
  • Delivery terms
  • Question about missing data

An employee checks it before sending

Unusual enquiry: a person decides

Handover: instructions, practice and rules for exceptions

Illustrative example. It does not describe a specific client deployment or a ready-made product. The enquiry, the sources and the draft quote sit on separate layers. An employee checks and sends the quote.
  1. Task

    Understand the task

    A customer enquiry reaches a salesperson, who builds the quote by hand from several sources.

    Engineer
    Reviews the process with the person who prepares quotes and records every step, decision and exception.
    Your team
    The process owner points out typical enquiries and describes what a good quote looks like.
    We check
    Does the description match the team’s daily work and include all the information needed to prepare a quote?
  2. Sources

    Connect approved information

    The quote uses the price list, product data and delivery terms, but only from sources the company approves.

    Engineer
    Connects the named sources and limits access to the data that is actually needed.
    Your team
    The company approves the sources and the scope of access, and names an owner for each source.
    We check
    Every item in the draft points to its source. Missing data is flagged, never guessed.
  3. Draft

    Build a useful first version

    The enquiry becomes a draft quote. Fields without data stay visible as gaps.

    Engineer
    Builds the first version inside tools the team already uses and shows it early.
    Your team
    Salespeople check drafts against their own enquiries and say what needs to change.
    We check
    The draft holds every required field, and each gap is named plainly.
  4. Tests

    Test typical and unusual enquiries

    The solution runs on real enquiries, the unusual ones included.

    Engineer
    Tests the solution on cases the team picks and fixes what goes wrong.
    Your team
    Employees check every draft and decide how to handle unusual enquiries.
    We check
    We compare results with the description of current work and the acceptance criteria agreed at the start.
  5. Handover

    Introduce and hand over

    The solution enters daily work in stages. An employee always sends the quote.

    Engineer
    Writes the instructions, practises with the team and documents how to handle exceptions.
    Your team
    The team takes over daily use, and the process owner accepts the result.
    We check
    The team runs the process on its own. The scope of further support is agreed separately.

How the engagement works

We start with one process. Scope and time depend on that process, so we agree them at the start of each engagement.

Process owner
One person on your side decides the scope and accepts the result.
Agreed access
The engineer uses only the data and systems the company approves.
Baseline and acceptance criteria
At the start we describe how the process runs today and how we will know the new solution works.
Staged rollout
The solution enters daily work gradually, starting with a limited set of cases.
Documentation and handover
The team gets instructions, practises the work and knows what to do with exceptions.
Support after handover
The scope and terms of further support are agreed separately, as needed.

When a forward deployed engineer makes sense

An FDE helps when

  • You have a specific process where work gets stuck.
  • Someone on your side can own that process and make decisions.
  • The data you need exists, even if it is scattered.
  • Your team wants to use the solution every day.

A different kind of help fits better when

  • A ready-made product already solves the problem as it is.
  • Nobody in the company has time to act as process owner.
  • You first need to choose which process to start with. An audit fits better then.

Common questions

Is an FDE a program or an AI agent?

No. An FDE is a person, an engineer who works with your team. The solution the engineer builds can use AI, but decisions stay with people.

Does the solution send quotes to customers on its own?

Not in the example on this page. The solution prepares a draft, and an employee checks and sends it. We agree the approval rules with you.

How long does an engagement take, and what does it cost?

That depends on the process, the data and the scope needed. We agree the duration, scope and cost after a conversation about one process.

How is an FDE different from consulting or a separate delivery team?

These roles can overlap. In our offer, an FDE works with your team from understanding the process through development, rollout and handover.

What happens after handover?

Your team uses the solution on its own, with instructions and a description of exceptions. If you need further support, we agree its scope separately.

Describe one process where work gets stuck

Tell us which process it is, who runs it today and where the work stops. We reply by email and suggest a conversation about that process.

The offer: a forward deployed engineer who works with your team from learning the process through handover. Time and scope are agreed individually.

The contact page leads to email. You do not need a finished specification.