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Forward deployed engineers

A fractional AI engineer for your business in Toronto: forward deployed engineers

Want to hire an AI developer without the cost of a full-time team? A CloudCan forward deployed engineer works as your fractional AI engineer: they join your Toronto or GTA team, learn how your business really runs, build AI agents that work for you, and stay to keep them running.

Talk to us about forward deployed engineers How it works

Based in Toronto · serving the GTA and clients worldwide · Toronto & GTA

Sound familiar?

  • You want AI in your business but don't know where to start
  • Hiring technical staff is costly and slow
  • Generic tools don't understand your processes
  • Past software projects ended at launch with no support

Why forward deployed engineers matters

The hardest part of using AI in a business isn't the technology — it's understanding the business well enough to know what to automate and how. Remote tools and generic templates miss the details that matter. A forward deployed engineer closes that gap by working directly with your team, seeing how work really happens and turning that knowledge into automation that fits.

What's included

  • Embedded with your team

    On site or remote, your engineer learns how work really gets done.

  • Agents built around you

    Automations designed around your processes, rules and customers.

  • Deployed into your tools

    Agents go live inside email, spreadsheets, CRM, calendar and QuickBooks.

  • Continuous improvement

    Your engineer monitors results and adds new automations over time.

  • Plain-language reporting

    Regular updates on what's automated and what's next.

  • Backed by our team

    Specialists in AI, software, cloud and integrations behind your engineer.

How it works

  1. Day oneYour engineer shadows your team and maps the work.
  2. First agentThey build, test and deploy your first agent on the process that costs most time.
  3. ExpandMore processes are automated, one at a time.
  4. OngoingMonitoring, support and improvements continue.

Example: how it works in practice

Imagine a GTA logistics company that wants to use AI but doesn't know where to start. Its engineer spends the first days alongside dispatch and accounts, finds that delivery confirmations and invoicing take the most time, automates those first, then moves on to customer updates — reporting progress in plain language at every step.

This is an illustrative example of a typical project, not a specific client.

A good fit if…

  • You want the benefits of an AI team without hiring one
  • Your processes are specific to your business
  • You value someone who understands your operations
  • You want ongoing improvement, not a one-off project

What it costs

Every business is different, so we don't sell one-size-fits-all packages. After a short conversation about your needs, we give you a clear written quote before any work starts.

The main things that affect the cost of forward deployed engineers:

  • How much engineer time you need, for example days per week or month
  • Whether the work is on site, remote or a mix
  • The number of processes to automate

Questions about forward deployed engineers

What is a forward deployed engineer?

A forward deployed engineer is a technical expert who works directly with your team instead of from a distance. They learn your business, build and deploy solutions inside your tools, and stay involved.

Do they work on site or remotely?

Either, depending on your needs. Many engagements combine a few on-site visits with remote work.

How is this different from hiring an employee?

You get an experienced AI engineer backed by a wider team, without recruiting, training or managing technical staff yourself.

What happens after the first automation?

Your engineer keeps monitoring, improving and automating the next process, so the value grows over time.

Is a forward deployed engineer the same as a fractional AI engineer?

Very similar. In both cases you get part-time access to an experienced AI engineer without hiring full-time. A CloudCan forward deployed engineer also works directly inside your team and stays involved to run and improve what they build.

Should I hire an AI developer or use a fractional AI engineer?

If you have enough ongoing AI work for a full-time role and the time to recruit and manage one, hiring can make sense. If you want results sooner, need help deciding what to automate, or have part-time needs, a fractional AI engineer is usually more practical.

How much does a fractional AI engineer cost?

It depends on the scope — the factors are listed in "How pricing works" above. After a short conversation about your needs, we give you a clear written quote before any work starts, so there are no surprises.

Serving Toronto and the GTA

We provide forward deployed engineers for businesses across Toronto — including downtown, North York and Scarborough — and throughout the GTA, from Markham, Vaughan and Richmond Hill to Mississauga. As a Toronto-based team we can meet in person when it helps, and we also work remotely with clients across Canada and worldwide.

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