Forward-Deployed Engineering: What It Is and When It Fits

Forward-deployed engineering means the engineer who builds your software works inside your operation: in your meetings, with your data, next to the people who'll use what gets built. Instead of waiting for a perfect spec, they find the problem with you and ship the fix. It's most useful when you don't have a technical team and aren't yet sure exactly what to build.

Where the term comes from

The role was born at Palantir. According to The Pragmatic Engineer, the "Forward Deployed Software Engineer" role was created there in the early 2010s and was internally called "Delta." Palantir's own job description says these engineers "work directly with customers to quickly understand their greatest problems," and that their responsibilities "look similar to those of a startup CTO."

The model has since spread well beyond Palantir. In 2025, Andreessen Horowitz pointed out that even model providers like OpenAI and Anthropic were hiring forward-deployed engineers to win over enterprise customers.

For a small or mid-sized company, the idea scales down well: one senior engineer close to the problem can do more than a big team far away from it.

Why it helps when you don't have a tech team

Without anyone technical in-house, the hard part isn't writing code. It's turning "the way we work" into something that can be built. A forward-deployed engineer does that translation by watching the work happen:

• They see the real process, not the one in the manual: the spreadsheet everyone copies from, the WhatsApp group where orders actually come in.
• Decisions get made in the room. Fewer handoffs, and less gets lost between "what we asked for" and "what we got."
• You end up with someone who understands both your operation and the code, which is exactly what you need when something changes next year.

What a week looks like

Every project is different, but a typical week for us goes something like this:

• Monday: time with the people who do the work, in person in Morelia or on a call. We watch how a quote goes out, where it waits and who fixes the mistakes.
• Tuesday and Wednesday: we build the smallest piece that removes real friction and test it with real data, anonymized when needed.
• Thursday: we demo it to the people who'll use it. Their "that's not how it works" is the most valuable feedback of the week.
• Friday: it ships if the automated tests pass; if not, it waits. We update the project log with what was done, what was decided and why, and agree on next week.

The rhythm matters more than the days of the week: something real in use every week or two, and nothing that only lives on a slide.

How it differs from an agency or a freelancer

All three can be the right choice. The difference is where the engineer sits and what they own.

• A traditional agency usually puts an account manager between you and the developers and works from a scope agreed upfront. That works well when you know exactly what you want, like a website with defined content.
• A freelancer is flexible and often the most affordable option for a well-defined task. Continuity depends on one person, and figuring out what to build is usually up to you.
• A forward-deployed engineer handles discovery, building and shipping, and stays close to the results after launch. It asks more of your time and access than the other two, and it isn't the cheapest way to get a small, clearly defined task done.

When it's not the right option

• You already have a clear spec and an internal tech lead. You need extra hands, not someone to discover the problem; staff augmentation or a good agency may fit better.
• You can't give access to people, data or meetings. Without access, a forward-deployed engineer is just a remote contractor.
• The problem is mostly visual or about your brand. A design studio is the better call.
• It's a small one-off task. Fixing a form doesn't need someone embedded in your operation.
• Nobody on your side has time for it. The model needs one person who knows the operation and can answer questions every week.

What to agree on before you start

A few things make the difference between an embedded engineer and an expensive visitor. Settle them in the first conversation:

• One point person on your side who knows the operation, can make decisions and has a couple of hours a week for questions.
• Access from week one to the systems, the data and the people. Create the engineer's accounts yourself, so you can revoke them whenever you want.
• A fixed demo day and a shared place where decisions get written down.
• How priorities change: who can add work, and how new requests get weighed against what's already in progress.
• An exit plan: what gets handed over if you stop (code, credentials, documentation), so that stopping is easy, and nothing you need lives only in the engineer's head.

How to tell it's working

• Within the first few weeks, something real is in use.
• You understand what's being built and why, and the decisions are written down.
• Your team asks for the next piece instead of working around the last one.
• The code, the accounts and the documentation are in your company's name.

How we do it

This is how Izalith works: we embed in your operation and build there, whether that's an AI agent, an automation or an internal system that replaces a spreadsheet. Before founding Izalith, Memo Sánchez spent more than 15 years in Vancouver on teams at Hitachi (Wenco), Unity Technologies, Sage and Central 1 Credit Union, where shipping meant tested software in production.

If you're not sure it fits

If you're not sure this model suits your company, let's talk for half an hour. If it doesn't fit, we'll tell you what would. See Consulting or contact us. And if you're evaluating partners outside your country, our checklist for a nearshore partner in Mexico may help.