Forward Deployed Engineers.
Recruiters screen résumés. We put engineers through production systems.
Forward Deployed Engineers, trained and assessed in production. An assessment standard, not an agency. Run by the founders of Flowace, who employ the engineers they test.
Illustrative. One missed pass bar keeps a candidate off your shortlist.
The recruitment model breaks for this role
A Forward Deployed Engineer is half production engineer, half customer operator. A résumé shows neither.
Demand is vertical. Qualified supply is not.
of enterprise generative artificial intelligence pilots showed no measurable business impact
growth in job postings for Forward Deployed Engineers in a single year
engineers in the United States genuinely qualified for the role
Sources: TechCrunch · analysis of 1,000 job postings · hiring trends 2026
How an engagement works
7 steps, in this order, for every client. The process is not negotiable, because every step exists to protect the result.
Qualification form
You3 minutesQualification call
A founder and your decision maker30 minutesMutual non-disclosure agreement
Both sidesSigned electronicallySpecification session
A founder, your decision maker, your technical lead60 to 90 minutesVisit, if useful
Agreed by both sidesOptionalEngagement agreement
Specification, fee, guaranteeSigned electronically25% advance
The search starts when it clearsDay 1 of 25
We decline engagements with no named decision maker, no defined workflow or no measurable outcome, whatever the budget. The full process
Forward Deployed Engineer skills: the 9 benchmarks
Every candidate is tested against all 9, on real systems, and scored by 2 assessors. Open any benchmark to see its pass bar.
DRS-01EngineeringProduction code in an unfamiliar codebase
Change merged, existing tests green, no regressions, blast radius explained.
DRS-02EngineeringIntegration under real-world constraint
Retry, backoff, idempotency and failure handling present without prompting.
DRS-03EngineeringRoot cause analysis in unfamiliar systems
Correct root cause inside the time box, reasoning recorded.
DRS-04Model systemsEvaluation design before implementation
A runnable evaluation harness with a threshold, built before the feature.
DRS-05Model systemsRetrieval system diagnosis
Planted defects found; precision and faithfulness measurably improved.
DRS-06Model systemsAgent reliability under repetition
Success rate held across repeated, perturbed runs. 1 good demonstration is a fail.
DRS-07Model systemsDeployment and security posture
A hostile security review completed without escalation.
DRS-08JudgmentDiscovery against a mismatched brief
The planted contradiction surfaced and scope reframed in the session.
DRS-09JudgmentScope judgment under a failing approach
The wall identified, communicated, and a smaller scope proposed in time.
The benchmarks never change. The tools do.
So we test every candidate in your actual stack. These are the tools we assess in today, and the benchmark each is proven against.
Model platformsDRS-04 · DRS-06
Agent frameworksDRS-06
RetrievalDRS-05
Evaluation and observabilityDRS-04
Coding toolsDRS-01 · DRS-03
InfrastructureDRS-02 · DRS-07
DataDRS-02 · DRS-05
Product names are listed for reference. No partnership with any vendor is implied.
Where Forward Deployed Engineers are being hired
Share of roughly 1,000 job postings that named the customer’s industry. 58% of these roles sit at companies of 11 to 200 people.
Source: analysis of 1,000 Forward Deployed Engineer job postings. We do not serve government and defence, which require cleared, in-country engineers.
Healthcare
Revenue cycle, coding and prior authorisation.
Read moreLargest share of demandBanking and financial services
Document processing, compliance and risk.
Read more17% of demandInsurance
Claims triage, underwriting and policy review.
Read moreFastest growing employersContact centres and customer operations
Contact centres, agent assist and resolution.
Read moreNon-IT, high impactManufacturing and supply chain
Quality, planning and supplier operations.
Read moreFastest growing employersLegal teams
Contract review, diligence and knowledge.
Read morePublished, flat, and the same for every client in a market
United States, Canada, United Kingdom, Europe, Middle East, Singapore, Australia, Japan, and every market not listed under the regional rate.
India, Sri Lanka, Bangladesh, Nepal, Philippines, Vietnam, Indonesia, Malaysia, Thailand. Priced for the market the client operates in; the standard, the assessment and the guarantee are identical.
Not a percentage of salary. We are paid for judgment, not for inflating the package.
We carry employment, compliance and replacement. 12 month minimum.
Optional and agreed by both sides. Travel and stay at actuals outside Mumbai.
Pay less by letting us publish the engagement
| What we may publish | Discount | Global rate | India | Other regional markets |
|---|---|---|---|---|
| Nothing. Your company stays confidential | None | $35,000 | ₹12,00,000 | $14,000 |
| Your logo | 10% | $31,500 | ₹10,80,000 | $12,600 |
| Your logo and the number of engineers placed | 20% | $28,000 | ₹9,60,000 | $11,200 |
| Your logo, the number of engineers, and the full story: what worked and what did not | 25% | $26,250 | ₹9,00,000 | $10,500 |
| Founding clients, first 3 only: logo, number of engineers and the full story | 40% | $21,000 | ₹7,20,000 | $8,400 |
You approve the facts in any published story; you do not approve the tone. The discount never depends on the story being favourable. If publication rights are withdrawn later, the difference to the full fee becomes payable.
Most firms show logos. We publish outcomes.
Every engagement we are permitted to publish is entered here: the company, the engineers placed, and what happened, including what went wrong.
Entry 000: our own hiring
| Entry | Company | Engineers | Outcome |
|---|---|---|---|
| 000 | Flowace and Doyen AI, our own companies | 9 hired | 7 do the work today. 2 did not work out. |
| 001 | Reserved: founding cohort | Founding Open Record rate: 40% off | |
| 002 | Reserved: founding cohort | Founding Open Record rate: 40% off | |
| 003 | Reserved: founding cohort | Founding Open Record rate: 40% off |
We walk through both of our failed hires on the first call: what we missed at interview, what it cost, and what we now test because of it.
Listed clients receive a fee reduction in exchange for permission to publish. The reduction does not depend on what the published account says.
The founders assess every candidate
Brothers, and co-founders of Flowace Technologies Private Limited: built in Mumbai since 2018, profitable, and never externally funded. We have hired 9 engineers into this role across Flowace and Doyen AI, and 7 do the work every day. We have interviewed more than 100 candidates for it.
Hold a mandate for a Forward Deployed Engineer? You keep the client. We run the assessment.
For search firmsAsked directly, answered directly
What is a Forward Deployed Engineer?
A production software engineer who works inside the customer’s environment rather than on the vendor’s roadmap. They scope the problem with the customer, build against the customer’s real data, and stay until it runs in production.
How long does it take to hire one?
An assessed shortlist arrives within 25 working days of the advance clearing. From contract to first day is usually 12 to 18 weeks, most of it the candidate’s notice period. Where a pre-assessed cohort engineer matches your specification, 4 to 6 weeks.
What does it cost?
Placement is a flat 35,000 dollars at the global rate. A managed engagement, where we employ the engineer, is 20,000 dollars per engineer per month. Regional rates apply in India and parts of South and Southeast Asia. Every fee is on the pricing page.
Do we actually need one?
Not always. Without a defined workflow, a measurable outcome and a named decision maker, even an excellent engineer will not produce a result. We will tell you that on the first call, before you have paid anything.
Why trust a firm with no placement history?
You should not trust us on history. Read the standard, question us about our own 2 failed hires, and note that our fees are published, our process is fixed, and every placement carries a 90 day fit guarantee.
Start with a 30 minute call.
A founder and your decision maker. If there is no fit, we will say so on the call.