One engineer, start to finish
One senior engineer owns the engagement from Diagnose to Operate, backed by a fleet of AI models that draft, search and test under a written brief. Nothing is lost in a handoff, because there is none.
An engineer in your operation
Forward-deployed engineering: an engineer inside your operation, with a production bar.
A forward-deployed engineer works inside your team, on your real data and systems, and ships working software rather than recommendations. Traide offers it as a service to operators who are not hiring one: the same engineer from the first call to production, backed by a fleet of AI models and a process with a gate at every step.
What it is
An engineer embedded with the customer, owning the result
Forward-deployed engineering began inside AI and data companies as the way to make a platform actually work for one customer: an engineer embedded with the customer, owning the integration end to end. The platform was the product; the forward-deployed engineer was how it met a real operation.
The job is translation and delivery. Understand the operation, find where software pays back, build it on the customer's systems, and stay until it holds. The engineer sits close enough to the work to see what a specification would have missed, and far enough into the code to ship the fix the same week.
It is not staff augmentation, which sells hours under your direction and owns no outcome. It is not a strategy engagement, which ends in slides and no shipped code. A forward-deployed engineer is measured on working software in your production, against a measure agreed before the work starts.
How Traide does it
The same engineer, from the first call to production
Every engagement runs the same four moves. The engineer on the first call is the engineer who ships the build, and the one who answers when something breaks.
- 01 · 2 weeksDiagnoseWe map your workflows, systems, and data to find where AI actually pays back — and where it doesn't.→ A prioritized opportunity map
- 02 · 2–4 weeksPrototypeA working proof on your real data, so the business case is built on evidence, not projections.→ A live pilot and business case
- 03 · 6–12 weeksBuildProduction-grade software — secured, tested, and wired into the tools your team already uses.→ A shipped, documented system
- 04 · OngoingOperateWe monitor, evaluate, and improve what we built, and train your team to own it.→ An AI ops retainer
A gate at every step
Everything ships through tests, lint, automated review and a reflection step: twenty-seven automated checkpoints the AI cannot skip. A bug fix does not merge without a regression test that reproduces the failure.
A memory the process keeps
What the engagement learns about your systems, your data and your corrections is recorded as it happens and reloaded at the start of every session, so the second month is cheaper than the first.
Measured on your operation
For a B2B hospitality-equipment marketplace we measured the catalogue upload end to end before and after a release: a re-sent batch of 25 products fell from 6.5 to 2.5 seconds, 61% faster. A wholesale specialty-food marketplace we built this way has run in production since 2022.
Side by side
Three ways to get engineering help
| Dimension | Staff augmentation | Strategy consultancy | Forward-deployed engineering with Traide |
|---|---|---|---|
| Who owns the outcome | You | You | We do, to a measure agreed at Diagnose |
| What you get | Hours | A roadmap | Shipped, tested software |
| Where the work happens | Your tools, your direction | Their deck | Your systems and data, our process |
| Time to a working result | Depends | Months | A pilot in weeks |
| How it ends | When the contract ends | When the deck is delivered | When your team owns it, or a retainer carries the next build |
| Cost shape | Per hour | Per project | Per sprint, per build, then monthly |
When the answer is not this
When not to
A one-off task a contractor can do in a week. Hire the contractor.
A team that already has senior engineers and only needs hands. Staff augmentation fits, and costs less.
An organisation that wants the recommendation but not the build. A strategy engagement will give you the deck; we would want to ship it.
Questions
What people ask first.
- What is a forward-deployed engineer?
- An engineer who works inside a customer's team, on its real data and systems, and owns a result in production rather than a recommendation. The role began in AI and data companies, where someone had to make the platform work for one customer. Traide offers it as a service: the same senior engineer from the first call to production, backed by AI models and a gated process.
- How is this different from hiring a contractor?
- A contractor sells hours under your direction and owns no outcome. A forward-deployed engineer owns the outcome, to a measure agreed at the start, finds the requirements with your team rather than waiting for a specification, and ships through tests, lint, automated review and a reflection step. The engagement is scoped per sprint and per build, not per hour.
- What do the first two weeks look like?
- The Diagnose sprint. We map your workflows, systems and data, measure the ones that cost you the most on your real data, and end with a prioritized opportunity map and one costed proposal for the build. No code ships in those two weeks, and nothing obliges you to continue.
- Do you work inside our codebase and tools?
- Yes. We start read-only: your repositories, your databases and your dashboards, with the least access that lets us measure. Once the build begins we work in your codebase and your tools, every change in a pull request your team reviews, so what we leave behind is yours and readable.
- What happens when the engagement ends?
- Your team owns the software, with the documentation and the tests to change it without us. Where you would rather we kept it running, the Operate retainer carries monitoring, evaluation and the next build month to month, and it ends when you say so.
The first move
Start with a Diagnose sprint
Two weeks inside your operation, ending in a prioritized opportunity map and one costed proposal. It is the same sprint whether the build turns out to be an integration, a product or an AI system, and it is where every engagement of ours begins.
Strategy call · 30 minutes
Want an engineer inside your operation?
You'll talk to a senior engineer, not a sales rep, and leave with a clear first move — whether or not we work together.