From Pilot to Production: A Realistic AI Automation Roadmap for a 5–50 Person Sussex Business

Most AI roadmaps written for "SMEs" are actually written with a 500-person company and an in-house IT department in mind. Here's what it realistically looks like at the size most Sussex businesses actually are.

Week 0: map the process, not the technology

Pick one workflow that's genuinely painful and genuinely repeatable — lead handling, quoting, scheduling, reporting — before any conversation about which tool or platform to use. The tool is the easy part; picking the right problem is the part that actually determines whether this works.

Weeks 1–2: a scoped build against that one workflow

Built against real data and real edge cases from your business — not a generic template repurposed from a different industry.

Weeks 3–4: pilot with the people who'll actually use it

Not just the owner. The staff member who handles this task every day will find the friction points an owner won't — and their buy-in is what determines whether the tool actually gets used in month three.

Ongoing: budget for maintenance, not a one-off purchase

AI tools need occasional retuning as the business changes and as the underlying AI models themselves change. Treat this like any other piece of business infrastructure — not a purchase you make once and forget.

What not to do

• Don't try to automate five processes at once — pick one and prove it works first.

• Don't skip the pilot stage to save two weeks — it's the stage that catches the expensive mistakes.

• Don't sign a long contract before you've seen one thing actually work.

How this maps to Orion Forge's offer

This roadmap is the Consult → Build → Subscription model in practice — a defined process rather than an open-ended engagement.

If you want help mapping this against your actual business, get in touch for a no-obligation conversation.