Concepts / Connecting Field Feedback to Product Decisions

Connecting Field Feedback to Product Decisions

The FDE role is described by practitioners in two ways: as a product strategy that discovers what the product must become, and as a go-to-market motion that makes a technical product sellable to non-technical buyers.

  • Programming

One Deployment, Two Readings

Forward Deployed Engineering, usually shortened to FDE, puts engineers inside customer environments to get technology working in real conditions. Engineers who have worked in this role do not fully agree on what it is for. Some describe it as part of how a product gets built. Others describe it as part of how a product gets sold and adopted. Both descriptions come from people who saw the role closely, so the disagreement is worth studying rather than resolving quickly.

What do you think happens?

In the product-strategy reading, does the go-to-market framing come before or after the product discoveries that field engineers make?

  • Before the product discoveries

  • After the product discoveries

Reveal answer
Answer:

After the product discoveries

The product-strategy reading makes a claim about sequence. The product was shaped by FDEs working in the field first, and the go-to-market framing only made sense once there was a product worth taking to market.

This article stages the disagreement on purpose. Each side is describing a different part of the same motion. The goal is to understand what each lens sees, what it leaves out, and how a single deployment looks when you apply both.

The Three Readings of the FDE Role

Definition

Forward Deployed Engineering (FDE) is a role that places engineers inside customer environments to get technology working in real conditions. Practitioners describe it in two main ways: as a product strategy that discovers what the product must become, and as a go-to-market motion that makes a technical product sellable to non-technical buyers.

The first common reading treats FDE as a go-to-market function. On this view, the engineer is a technical closer. They arrive after the product already exists, help a prospective buyer see its value, and smooth the path to a signed contract. The role serves sales and marketing, and the product is treated as already fixed.

The product-strategy reading starts from a claim about sequence. Being an FDE is treated as an extension of the product function, not the go-to-market function. Its advocates argue that FDEs working in the field shaped the product itself. Engineers discovered, one deployment at a time, what the product needed to be. In this account the commercial work depended on discoveries the field engineers had already made.

The third reading starts from the buyer. It describes FDE as a design partnership scaled up into an enterprise setting. Its central claim is that FDE is the commercial motion that makes it possible to sell a technical product to a non-technical buyer at all. A buyer who cannot evaluate the software's internals still has to decide whether to adopt it, and the engineer's embedded work is what makes that decision workable.

Key point

Both readings agree that FDE involves engineers working inside customer deployments. They disagree about what that work is ultimately for, and that disagreement changes which questions a team asks about the role.

How Field Observations Reach the Product

The product-strategy lens depends on a path from what happens in a deployment to what the product team decides. The diagram below traces that path. An engineer inside a customer environment notices how the technology behaves in real conditions. That observation is the raw material. When it is brought back to the product team and weighed against other needs, it can change what the product must become. The product that gets built next reflects what the deployment revealed.

Customer deploymentengineer working in thecustomer environmentField observationwhat the technology did inreal conditionsProduct teamreceives the observationProduct decisionwhat the product mustbecomeRevised productwhat gets built nextsurfacesreported toweighed intochanges
How does an observation made during a live deployment travel to the product team and change what gets built?

Notice what the path does not include. The sales handoff is not on it. In the product-strategy reading, the output of a deployment is a product input: something the team learns that alters the product itself. The go-to-market reading would record the same event as a commercial outcome instead, and the difference lies in which end of the path a team is watching.

Why the Go-to-Market-Only View Is Incomplete

The most common error is to conclude that FDE is solely a go-to-market function. The view is attractive because the engineer does often help a buyer and support adoption. But it is incomplete because it assumes the product was settled before field engineers began their work. If the product was already fixed, field work could only help sell it. If the product was shaped by field discoveries, then part of what the field engineer does is product work.

  • Common mistake

    Assuming the product was settled before the first deployment

    Why it fails

    The product-strategy reading holds that FDEs working in the field shaped what the product became. A go-to-market-only view erases that possibility by treating the product as a given.

    Do this instead

    Ask whether anything learned in a deployment changed the product. If it did, that deployment carried product work as well as sales work.

  • Common mistake

    Treating every customer success story as a commercial result only

    Why it fails

    A successful deployment can also reveal what the product must do differently. Recording only the commercial outcome discards the product input.

    Do this instead

    Record both the commercial outcome and any product input the deployment produced, so the two lenses each get their evidence.

  • Common mistake

    Treating the buyer's adoption decision as the only thing the engineer influences

Applying Both Lenses to One Deployment

To see how the two lenses differ, apply both to a single deployment. The scenario below is a generated teaching example, not a case taken from the source. An FDE is embedded at a customer's operations team to get a data tool working with the customer's existing records.

Worked example

One deployment read through two lenses

During an embedded deployment, the engineer finds that the tool cannot read the customer's records in the format they actually use, and the buyer is unsure whether to adopt the tool. How should this deployment be read under each lens?

  1. 1
    Identify the observation

    The engineer sees, in real conditions, a mismatch between what the tool expects and what the customer stores. This is a field observation generated by the deployment itself.

  2. 2
    Read it through the product-strategy lens

    The observation is a product input. It asks what the product must become to handle this format, and the team weighs that need against its other priorities. The deployment's main output is a possible change to the product.

  3. 3
    Read it through the go-to-market lens

    The same event is also the mechanism that helps the buyer decide. The engineer's embedded work makes the adoption decision workable for a buyer who cannot evaluate the software's internals. The deployment's main output is a commercial step toward adoption.

  4. 4
    Compare what each reading records

    The product lens records a product input. The go-to-market lens records a commercial outcome. Neither reading is wrong, but a team using only one would miss the other half of the event.

Result

The same deployment produces both a product input and a commercial outcome. The lens a team chooses determines which of the two it records.

What Each Lens Emphasizes

The next diagram places the two lenses side by side. Each column lists what that lens emphasizes when it looks at a deployment. The columns do not describe two different roles. They describe two readings of the same motion.

Discovers productneedswhat the product mustbecomeEnables adoptionembedded work supports thebuyerProduct shaped in thefieldsequence: product beforego-to-marketMakes productsellabletechnical product tonon-technical buyerProduct inputrecorded outputCommercial outcomerecorded output
What does each lens emphasize when looking at one deployment, and where do their outputs differ?
Question a team asksProduct-strategy lensGo-to-market lens
What is the deployment for?Discovering what the product must becomeMaking a technical product adoptable by a buyer
Where does the product stand?Still being shaped by field workAlready built and ready to be sold
What gets recorded?A product inputA commercial outcome
Which part of the path matters most?The route back into product decisionsThe route from embedded work to adoption

Both lenses look at the same deployment and disagree about what it is ultimately for.

The Deployment Cycle Repeats

The product-strategy reading implies a cycle rather than a single event. A deployment produces field feedback. That feedback leads to a product change. The changed product then goes into the next deployment, where it meets new conditions and produces new feedback. The diagram below shows the loop as a sequence that repeats.

Deployment oneproduct in its current formField feedbackobservations from realconditionsProduct changewhat the product becomesDeployment twochanged product meets newconditionsproducesinformscarried into
After one deployment informs a product change, what happens in the next deployment and how does the cycle continue?

Each pass through the loop leaves the product in a different state than before. The next deployment is therefore not a repeat of the first one. It tests a product that the earlier field work already changed. This is why the product lens treats the role as a way of discovering the product, one deployment at a time, rather than as a fixed step at the end of building it.

What do you think happens?

If the product changed after the first deployment, what does the second deployment test?

Reveal answer
Answer:

The changed product, under new field conditions

Because the first deployment's feedback altered the product, the next deployment examines that altered version. The cycle then produces new feedback from the changed product.

Practice Reading a New Deployment

MEDIUM

A generated scenario: an FDE at a customer's warehouse finds that the scanning workflow needs an extra confirmation step that the product does not currently have. The buyer says the tool is easy to understand and is ready to sign. Read this deployment through the product-strategy lens, then through the go-to-market lens. For each lens, state what it emphasizes and what it would record.

Hints
  • Ask first what the engineer learned about the product itself, then what the buyer's decision depends on.
  • The product lens records a product input. The go-to-market lens records a commercial outcome.
  • A complete answer does not dismiss either lens. It notes which one each part of the scenario belongs to.
EASY

Explain why the claim that FDE is solely a go-to-market function is incomplete, using the idea of sequence: what does that view assume about when the product was settled?

Hints
  • Think about whether the product was fixed before or after field engineers began work.
  • The product-strategy reading holds that field work shaped the product.

Key Takeaways

  • FDE is described in two main ways: as a product strategy that discovers what the product must become, and as a go-to-market motion that makes a technical product sellable to non-technical buyers.
  • The go-to-market-only view is incomplete because it assumes the product was settled before field engineers began their work.
  • The same deployment can be read through both lenses, and the lens a team chooses determines whether the event is recorded as a product input, a commercial outcome, or both.
  • Under the product-strategy lens, deployments form a cycle: field feedback changes the product, and the changed product is tested in the next deployment.