Forward Deployed Engineer

topic on 11 shows · 54 statements across 29 episodes

the Y Combinator Startup Podcast In Depth American Optimist Latent Space Lenny's Podcast No Priors the Official SaaStr Podcast Sourcery the MAD Podcast the a16z Podcast 20VC

54 statements about Forward Deployed Engineer, every show

20VC Opinion
Reyes: Enterprise software requiring 100 forward-deployed engineers is just bad product
“I honestly think if you have a product that requires a hundred FDEs to get it deployed, you just have a bad product.”
Eno Reyes Aug 29, 2026 ▶ 25:14 Should American Enterprises Work With Open-Source Chinese Models? | Only 10% of Neo-labs survive
NO PRIORS Insight
Ehrlich says forward-deployed engineers are essential for fast enterprise AI adoption
“Now it seems that you're coming to a large legacy enterprise. They really want to adopt the ad because they have to, the problem is they don't know how to do it. They understand that their processes are very long. There's something that takes a year or two or …”
Ofir Ehrlich Aug 27, 2026 ▶ 30:54 Rethinking Legacy Data Infrastructure with Eon Co-Founders Ofir Ehrlich and Gonen Stein
Abel: Forward deployed engineers break unit economics on $100k deals
“If you're selling a 100,000 dollar deal and you're pulling a Ford deploy, like your economics are, it's going to get messy.”
Jen Abel Aug 23, 2026 ▶ 1:01:02 84 minutes of enterprise sales alpha | Jen Abel
Ward: Forward deployed engineers face severe talent supply shortages
“I think one thing that's really in demand is this, and there's lots of different names for it, but there's like forward deployed engineer, this like technical person who can partner with a sales team and partner with a customer to deploy what is a, you know, c…”
Adam Ward Aug 9, 2026 ▶ 7:05 The playbook for building high talent density teams | Adam Ward, Head of Talent at Cursor
a16z Insight
Sreenivas: Early-stage AI startups need forward-deployed engineers for unproven workflows
“Forward deployed engineers are necessary or newly necessary for early stage AI companies because the workflows are new. Right? If you're building a SaaS company five years ago, most SaaS products are pretty well explored, right? Like you roughly know what the …”
Ashwin Sreenivas Jul 30, 2026 ▶ 21:52 How Decagon Runs 90% of Its Agents on Open-Source Models
a16z Opinion
Sreenivas: AI startups relying permanently on FDEs become glorified consultancies
“Once you know what the workflow is, you should not be relying on forward deployed engineers anymore, because once you know what the workflow is, If you can productize it, you should productize it and then become, you know, typical company with these scaling pr…”
Ashwin Sreenivas Jul 30, 2026 ▶ 22:54 How Decagon Runs 90% of Its Agents on Open-Source Models
SAASTR Insight
Persson: Outcome-Driven Demand Is Driving Forward Deployed Engineering
“I think we're seeing now the world moving very much towards, we're looking for specific business outcomes. And that's of course where the, this FD function comes in, right? They go in on like, Hey, we're going to help you accomplish this specific outcome versu…”
Denise Persson Jun 18, 2026 ▶ 19:38 The Dashboard Is Dead: What Snowflake's CMO Does Instead
SAASTR Prediction Not checkable as stated
Lemkin: Tech Industry Needs 100x More Forward Deployed Engineers
“We're going to need, I think Aaron Levy said on a tweet today or the other day, we're going to need a hundred times more FDs than we thought, because there's going to be a hundred times more workflows out there and they all need humans to deploy them. They don…”
Jason Lemkin Jun 16, 2026 ▶ 30:46 Our Agent Negotiated a Vendor Renewal, Became a CFO and a Better SDR .. but has too many guardrails
SAASTR Opinion
Lemkin: Many AI Vendor FDEs Are Simply Repurposed CS Staff
“Even when a company says they have FDs, a lot of times, a lot of them aren't up to that aren't up to the bar. They're just CS people repurposed. Or whatever the title is, they're not good enough to help you manage the agent, right?”
Jason Lemkin Jun 16, 2026 ▶ 31:01 Our Agent Negotiated a Vendor Renewal, Became a CFO and a Better SDR .. but has too many guardrails
20VC Insight
Grinberg: Software requiring forward-deployed engineers to close deals is a bad product
“If we need FDEs to make the product work, we have a shit product. Like, the point of FDEs should be accelerate and get them consuming faster. If you're putting in FDEs, because that's the only way you'll get a deal done, I'm sorry, my friend, you have a shit p…”
Matan Grinberg Jun 13, 2026 ▶ 1:15:15 OpenAI vs Anthropic vs Open-Source | Token Maxing, AI Hangovers & The Coming ROI Reckoning · 20VC with Harry Stebbings
20VC Prediction Not checkable as stated
Lauritsen: Legora may not need forward-deployed engineers in five years
“We currently do, yeah. But I think that's just, that's an education thing. In five years, maybe we don't at all, to be honest.”
Jacob Lauritzen Jun 6, 2026 ▶ 30:36 Inside Legora's Tech Stack: Why Token Maxing is Failing Enterprise Startups | Legora CTO · 20VC with Harry Stebbings
20VC Opinion
Degnan: Forward deployed engineers are glorified professional services staff
“The forward deployed engineer is a glorified professional services person. If you're a really good engineer, you do not want to be a forward deployed engineer. You want to work on the core product.”
Chris Degnan May 23, 2026 ▶ 0:39 Why Anthropic Are Causing a Comp Crisis & Why You’d Never Hire From Salesforce or ServiceNow · 20VC with Harry Stebbings
20VC Opinion
Peets: Tech companies deploy forward engineers to cover for weak core products
“I mean, I know a lot of people that think forward deployed engineers simply make up for a shitty product. There's, and there's something to that, right? I mean, like, look, you're basically, and I won't mention companies here, but there's big companies out the…”
Chad Peets May 23, 2026 ▶ 16:53 Why Anthropic Are Causing a Comp Crisis & Why You’d Never Hire From Salesforce or ServiceNow · 20VC with Harry Stebbings
Sankar: Forward deployed engineers metabolize pain and excrete product
“I describe forward deployed engineers as people that that metabolize pain and excrete product.”
Shyam Sankar May 8, 2026 ▶ 13:19 Palantir CTO: We Need More Heretics · Joe Lonsdale
SAASTR Insight
Lemkin: Startups must view FDEs as retention drivers, not cost centers
“View FDs as one of your most important assets to getting renewals, retention, NPS, word of mouth, virality. Don't look at FDs as a cost center. This was the mistake we made in customer success a generation ago. And this is why customer success was cut to zero …”
Jason Lemkin Apr 22, 2026 ▶ 38:12 Managing 20+ AI Agents: Lazy Agents, Our $500K AI Bill, Stealth Churn & the Death of 60% Solutions
SAASTR Insight
LaRoute: FDEs do not need engineering backgrounds if they know the product
“If you have people in your org who know the product, they can be an FBE. They do not need to be an engineer as long as they know the product and can get your customer deployed. I feel like we're also losing the plot. That the whole point of the FDE is to get y…”
Amelia LeRutte Apr 22, 2026 ▶ 41:43 Managing 20+ AI Agents: Lazy Agents, Our $500K AI Bill, Stealth Churn & the Death of 60% Solutions
20VC Insight
Lemkin: Shortage of forward deployed engineers limits AI B2B growth
“FDs forward deployed engineers for the moment are a limiting factor. And let me explain what I mean. What it means is no one has enough fully trained FDs that, that can get a customer up and running fast enough. No one has enough of these resources.”
Jason Lemkin Mar 12, 2026 ▶ 48:07 Anthropic vs The Pentagon: Who Wins? | The Data Center Arms Race | The Ultimate Stock Picks · 20VC with Harry Stebbings
20VC Opinion
Emberikos: Enterprise AI adoption does not require forward-deployed engineers
“So, so even though I am literally hiring FDs and if you're an FD, please apply for a job with me. I actually disagree with that entirely.”
Alexander Emberikos Feb 21, 2026 ▶ 9:08 OpenAI's Codex Lead: Why Coding as We Know It is Over · 20VC with Harry Stebbings
AMERICAN OPTIMIST Prediction Not checkable as stated
Kolicich: Software's future is forward deployed engineers feeding context to LLMs
“And so the like super long-term world is it's all Context to the LLM. It's all requirements. It's all standard operating procedures, which is what FDs do. It's all changing the way people of the business operate, which is an FDE job. And that's the future of s…”
Alex Kolicich Feb 17, 2026 ▶ 31:04 Top Tech Investors: This AI Wave Is 10X Bigger Than SaaS · Joe Lonsdale
Halligan: Enterprise sales for AI startups hasn't changed despite the hype
“Honestly, the only thing that's different today, it's exactly the same as it's been for a hundred years, except they call their SCEs or their system consultants For deployed engineers. The rest of it is the same. I thought it would be totally different in AI. …”
Brian Halligan Feb 15, 2026 ▶ 32:16 How to be a CEO when AI breaks all the old playbooks | Sequoia CEO Coach Brian Halligan
Lemkin: AI agents fail without forward deployed engineers onboarding them
“The agent will fail without training and onboarding this product. It will fail. Like it will never work. So it becomes an imperative if you want to win. Like you need, I, you, this term has been bandied about too much, but you need a team of humans. We can cal…”
Jason Lemkin Jan 1, 2026 ▶ 1:05:04 We replaced our sales team with 20 AI agents—here’s what happened next | Jason Lemkin (SaaStr)
20VC Insight
Fitzpatrick: Enterprise AI requiring workflow adaptation demands forward-deployed engineers
“If you're building something where the hardest part is getting adoption and workflow embedding, and you need to actually change the way a company works, then yes, forward deployed engineers are the only way to do it.”
Matt Fitzpatrick Dec 31, 2025 ▶ 24:17 Matt Fitzpatrick: Who Wins the Data Labelling Race & Why Al Needs Forward-Deployed Engineers · 20VC with Harry Stebbings
SOURCERY Opinion
Michael: Palantir is fundamentally a nuts-and-bolts operational software company
“But I think they're really a nuts and bolts software company with forward deployed engineers, That are smart, that sit with a warfighter, and solve, like, everyday problems you would in any organization, ah, as much as they do the other stuff.”
Emil Michael Dec 13, 2025 ▶ 24:13 Inside the Myths: Emil Michael on Palantir, SpaceX, Anduril & the Modern DoW · Sourcery with Molly O'Shea
Ravisankar: Forward deployed engineer is the hottest tech role after AI researcher
“The hottest role right now, other than AI researcher is probably forward deployed engineers who are now like in, in like go to market.”
Vivek Ravisankar Nov 8, 2025 ▶ 45:26 ⚡️ The State of AI Engineer Hiring: Cheating, AI Adoption,Junior Devs — Vivek Ravisankar, HackerRank
IN DEPTH Insight
Stauch: Forward-deployed engineers replace legacy software implementation consultants
“I think in many ways, what the forward deployed engineer role has actually replaced are the implementation consultants for large organizations, large companies like Workday and ServiceNow and Salesforce that are customizing that software to meet these organiza…”
Jake Stauch Oct 23, 2025 ▶ 49:49 Go hard early: How lessons from Verkada shaped this AI-native IT platform | Jake Stauch (Serval)
IN DEPTH Disclosure
Serval expects forward-deployed engineers to spend 20%+ time talking to customers
“There is very little difference other than we expect the forward deployed engineer to be spending 20% or more of their time talking to customers.”
Jake Stauch Oct 23, 2025 ▶ 53:52 Go hard early: How lessons from Verkada shaped this AI-native IT platform | Jake Stauch (Serval)
SAASTR Assertion Not checkable as stated
Forward Deployed Engineers Are the Strongest Hiring Trend in B2B Software
“The forward deployed engineer is by far the strongest hiring trend in the last 12 months.”
Jason Lemkin Oct 22, 2025 ▶ 19:56 The State of AI + Software: Where It’s Going - Fast
SAASTR Insight
Effective Enterprise AI Apps With FDEs Cost $30K to $100K Annually
“These apps that need to be trained with forward deployed engineers and work. I don't think very many of them are less than 30 or 50,000 dollars a year. And a lot of them actually try to kind of have a price point that's approaching a hundred K like 60 K a year…”
Jason Lemkin Oct 22, 2025 ▶ 46:52 The State of AI + Software: Where It’s Going - Fast
SAASTR Insight
Cheap AI Tools Shift Massive Training Burdens Onto Software Buyers
“Be wary of super cheap apps. Be wary of super cheap. It's not that we're not getting there. It's not that everything isn't going to get better, but it's, you can't cut the corner on training. So if instead of 50 grand a year, you're buying a solution that's 50…”
Jason Lemkin Oct 22, 2025 ▶ 47:38 The State of AI + Software: Where It’s Going - Fast
20VC Insight
Degnan: Forward-deployed engineer models do not scale in mid-market software
“For the high end of the market, it works well. Palantir shows that. For the mid-market, it is not a scalable business.”
Chris Degnan Oct 10, 2025 ▶ 47:58 20Sales: Scaling Snowflake from $0-$3BN in ARR | Snowflake vs Databricks: My Biggest Lessons | Why Customer Success is BS and What Replaces It with Chris Chris Degnan
MAD Disclosure
Pigment hires forward-deployed engineers for enterprise AI deployment
“At Pigment right now we are doing like what several AI companies are doing out there, which is hiring forward deployed engineers and people to really help with change management and deploying the models in the right way.”
Eleonore Crespo Sep 11, 2025 ▶ 52:27 Goodbye Excel? AI Agents for Self-Driving Finance – Pigment CEO
Friedman: FDE model is the dominant structure for AI agent startups
“It's actually become, I think the dominant way that the AI agent startups are organizing themselves.”
Jared Friedman Sep 8, 2025 ▶ 1:48 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
Y COMBINATOR Assertion Supported
Friedman: Over 100 YC startups hiring forward deployed engineers
“I was looking earlier today, and if you look at the YC job board, there's over a hundred YC startups that are hiring for a job with the title for deployed engineer and up from basically zero, three years ago”
Jared Friedman Sep 8, 2025 ▶ 1:57 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: Forward deployed engineers bridge the gap at customer sites
“A forward deployed engineer is someone typically technical and engineer who sits at the customer site and fills the gap between what the product does and what the customer needs.”
Bob McGrew Sep 8, 2025 ▶ 2:19 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: Startups that can scale with identical customer setups should avoid FDEs
“If you're in a business where this is working for you, That's great. Don't do the FDE strategy. You have been given an amazing gift. If you have the opportunity to just scale, treat all the customers the same, go ahead and do that.”
Bob McGrew Sep 8, 2025 ▶ 5:24 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: FDEs function as product discovery linking client needs to platforms
“What he realized we needed was for the FTEs to act as product discovery. So they would go to the site, they would take the product as it was, and they would fill the gap between what the product did and what the users needed. So, you know, the FDE goes and bui…”
Bob McGrew Sep 8, 2025 ▶ 6:43 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: FDE-led product discovery beats traditional sales-led discovery
“Sales-led product discovery, you're talking to people from the outside. And again, this is important very early on, but it's not as effective as the FDE-led product discovery, where you're solving these problems from the inside.”
Bob McGrew Sep 8, 2025 ▶ 8:20 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
Y COMBINATOR Assertion Supported
McGrew: Palantir's FDE model relied on Echo analysts and Delta engineers
“The two key roles are those of what we call the echo team and the Delta team. The echo team were Embedded analysts. So they would go to the customer site. They would speak to the users. They would try to figure out what demo or what use case really made sense …”
Bob McGrew Sep 8, 2025 ▶ 9:57 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: Forward deployed engineers must be rapid prototypers, not code craftsmen
“And then for your deltas you want someone who's really good at prototyping. So the wrong profile for a Delta would be someone who's a craftsman who really loves, you know, making sure the abstractions are exactly right. That, you know, they're building softwar…”
Bob McGrew Sep 8, 2025 ▶ 12:41 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: FDE deployments start at negative margins before becoming profitable
“From a business model perspective, one of the key things that you will see, that you should see, is that it may be the case that you're, when you go into, you do a new deployment at a customer, that you're actually losing money early on. As the longer you're a…”
Bob McGrew Sep 8, 2025 ▶ 15:03 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: Bringing one-off FDE solutions directly into core products causes over-specialization
“There's a classic failure mode here where, you know, the FD implements something for one customer and you say, great, well, that's how you should do it. And you bring it directly into the product. And it turns out if you do that, you're building something that…”
Bob McGrew Sep 8, 2025 ▶ 17:08 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: Startups should avoid FDE strategy unless no alternative works
“My first, second, and third pieces of advice to people who are thinking about trying an FDU strategy is like, don't, Don't do this at home. If you can avoid it, like it's probably bad for you. Probably you're going to end up doing services. And then only if yo…”
Bob McGrew Sep 8, 2025 ▶ 24:35 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: The FDE model is doing things that don't scale, at scale
“Well, that's the advice that you give to an early stage founder, and the FDE model effectively is doing things that don't scale at scale.”
Bob McGrew Sep 8, 2025 ▶ 28:36 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: FDE strategy succeeds by growing contract sizes rather than cutting customization
“In the product market fit strategy, you want to be doing less work for every customer, you want to be driving down costs, you want to keep the contract size the same. In the FTE strategy, you want to drive the contract size up. So you're doing more and more va…”
Bob McGrew Sep 8, 2025 ▶ 36:26 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
McGrew: Platform teams must treat internal FDEs as their key customers
“You want to focus on, on the user experience and you have to do that, but you also have to remember your other key customer is the FDE. Your product should be, you know, ultimately delivering a good thing to the user after FDE customization, but it should be d…”
Bob McGrew Sep 8, 2025 ▶ 37:59 The FDE Playbook for AI Startups with Bob McGrew · Y Combinator
Tan: Former Palantir FDEs are becoming top YC founders
“Forward deployed engineers who Came up through that system at Palantir now. They're turning out to be some of the best founders at YC, actually.”
Garry Tan May 30, 2025 ▶ 20:25 State-Of-The-Art Prompting For AI Agents · Y Combinator
Qureshi: Traditional FDE model requires billion-dollar revenue enterprise clients
“You need each customer's revenue to be probably in the billions of dollars. If it's below that, you're probably not looking at a traditional forward deployed engineer motion.”
Nabeel S. Qureshi May 11, 2025 ▶ 42:49 How Palantir built the ultimate founder factory | Nabeel S. Qureshi (founder, writer, ex-Palantir)
LENNY'S PODCAST Assertion Supported
Qureshi: AI labs are actively hiring forward deployed engineering teams
“I know that the AI labs are hiring forward deployed engineers now. They're building forward deployed engineering teams”
Nabeel S. Qureshi May 11, 2025 ▶ 47:08 How Palantir built the ultimate founder factory | Nabeel S. Qureshi (founder, writer, ex-Palantir)
Qureshi: Palantir FDEs Succeeded Because Engineers Could Build De Novo Products
“The key things that made our model work were, one they were actually real engineers who could build product themselves. That's a very big difference, right? I think a lot of the time companies will say, this person's a forward-deployed engineer, but actually t…”
Nabeel S. Qureshi May 11, 2025 ▶ 48:05 How Palantir built the ultimate founder factory | Nabeel S. Qureshi (founder, writer, ex-Palantir)
LENNY'S PODCAST Prediction Not checkable as stated
Qureshi: More Startups Will Use AI Coding Tools to Deploy Engineers
“I think this is a really interesting piece that you've just hit on, and I expect to see a lot more startups that take advantage of that insight.”
Nabeel S. Qureshi May 11, 2025 ▶ 50:30 How Palantir built the ultimate founder factory | Nabeel S. Qureshi (founder, writer, ex-Palantir)
LENNY'S PODCAST Assertion Not checkable as stated
Qureshi: Palantir only made employees PMs after proving themselves as FDEs
“The big difference, or one big difference I noticed was that they were extremely careful about only making people PMs who had first proven themselves out as forward deployed engineers. You basically could not become a PM any other way.”
Nabeel S. Qureshi May 11, 2025 ▶ 1:06:01 How Palantir built the ultimate founder factory | Nabeel S. Qureshi (founder, writer, ex-Palantir)
LENNY'S PODCAST Assertion Supported
Qureshi: Palantir required all forward deployed engineers to read 'Impro'
“And they made every kind of forward deployed engineer read that for the simple reason that I think it just helps you Kind of read people better and interact with them better and become more conscious of how you are coming across and just modulate that.”
Nabeel S. Qureshi May 11, 2025 ▶ 1:29:40 How Palantir built the ultimate founder factory | Nabeel S. Qureshi (founder, writer, ex-Palantir)
Garry Tan: Broad AI adoption requires more forward deployed engineers
“We just need more software engineers who are like that forward deployed engineer to link up the intelligence and we're there.”
Garry Tan Jan 31, 2025 ▶ 23:54 Bob McGrew: AI Agents And The Path To AGI · Y Combinator
Rizk: Palantir's Forward Deployed Engineer role is ideal training for founders
“The job itself for We Deploy Engineer is a super interesting job because it is kind of at this intersection of being an engineer, so a software engineer, but also still doing, like, business related things. Yeah, so part of the job was a solutions architect, p…”
Youssef Rizk Sep 20, 2023 ▶ 8:20 Generating your AI Media Empire - with Youssef Rizk of Wondercraft.ai

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