How to Calculate ROI on AI Automation Before You Commission Anything
Most automation projects don't fail because the technology breaks. They fail because nobody ran the numbers first — and the numbers didn't justify the spend.
Most automation projects don't fail because the technology breaks. They fail because nobody ran the numbers first — and the numbers didn't justify the spend.
SaaS list prices rose 12.2% in 2024 — more than four times general inflation. But "custom is cheaper" is not the same as "custom is right." Here is the honest framework, with the maths and the specific thresholds where the answer changes.
Every AI fix has a measurable chance of breaking something that was working. Four documented mechanisms explain why — and none of them respond to more prompting.
UK software agencies routinely quote 4× apart on the same brief. None of them is lying. Here's what they're actually pricing — and why "free" proposals cost you twice.
Your operations didn't break in a single moment. They've been degrading gradually while you explained away each symptom. The data on when UK SMEs actually hit the wall is more specific than most owners realise.
Sixty percent of Laravel applications are at least two versions behind. The cost of catching up doesn't grow on a calendar — it grows on a curve.
You hired a freelancer to build your MVP. It's half-finished, undocumented, and the developer has gone quiet. Now you need to understand what rescue actually costs — and whether what you have is worth saving.
You've just inherited a Laravel application you didn't build. Before you change a single line of code — or pay someone else to — you need to know exactly what you're working with. This is the audit process, step by step, for both technical leads and non-technical business owners.