Most owners know that too much of the week goes to repetitive admin. Very few can say what that costs. Until you can, every AI proposal you receive is unanswerable โ€” because you have nothing to compare the price to.

This article gives you the arithmetic. It takes about twenty minutes to run on your own business, requires no software, and produces a number you can defend to a partner or a bank.

Step 1 โ€” Work out the loaded hourly cost

The salary is not the cost. The cost includes everything the business pays so that person can sit at that desk: visa and insurance, annual leave and public holidays, the workspace itself, the laptop, the software licences, and the share of management time spent supervising.

A workable approximation, and the one we use in every report we write:

Loaded hourly cost = (monthly salary รท 176) ร— 1.3

The 176 is roughly the number of working hours in a UAE month โ€” 8 hours over 22 working days. The 1.3 multiplier is a conservative overhead loading. For office roles in Dubai, the true figure is often closer to 1.4 or 1.5 once workspace and visa costs are properly allocated. We deliberately use the lower end, because a number that survives scrutiny is worth more than a number that impresses.

Monthly salaryLoaded hourly cost
AED 4,000AED 30
AED 6,000AED 44
AED 9,000AED 66
AED 15,000AED 111
AED 25,000AED 185

Step 2 โ€” Count the hours honestly

This is the part people get wrong, and they get it wrong in a specific direction: they underestimate. Ask a team member how long they spend re-typing supplier details into the accounting system and you'll hear "not that long, maybe half an hour a day." Ask them to write down the actual times for one week and the figure is usually double.

Run it for a single week. One sheet, four columns: what the task was, who did it, how long it took, and whether the output was identical in structure to last time. That last column is the one that matters โ€” structural repetition is what makes something automatable, far more than the tool involved.

The processes where the hours usually hide in a Gulf SME:

Step 3 โ€” Do the multiplication

Annual cost = hours per week ร— loaded hourly cost ร— 48
Forty-eight weeks, not fifty-two โ€” people take leave. Another small conservatism that makes the final number harder to argue with.

A worked example

Consider a trading company in JLT with eleven staff. One coordinator on AED 6,000 a month spends, by her own logged count, 12 hours a week preparing quotations and re-keying order details into the accounting system.

Loaded hourly cost: (6,000 รท 176) ร— 1.3 = AED 44.
Annual cost of that work: 12 ร— 44 ร— 48 = AED 25,344.

That is one person, on one pair of tasks, in a company of eleven. It is also โ€” and this is the number that tends to land โ€” roughly a third of that employee's fully loaded annual cost, spent on work that produces nothing a customer would ever pay extra for.

Step 4 โ€” Subtract what the fix costs

A saving is not a saving until you deduct the tooling. Published subscription prices for the categories most relevant to an SME sit broadly in these ranges:

CategoryTypical monthly cost per user or workspace
AI assistant subscriptions (business tier)AED 90 โ€“ 150 per user
Workflow automation platformsAED 70 โ€“ 400 per workspace
Document and invoice data extractionAED 150 โ€“ 700 depending on volume
Customer messaging automationAED 180 โ€“ 900 depending on conversation volume

So in the example above: the work costs AED 25,344 a year, but that is the cost of the work โ€” not the saving. No automation removes 100% of a task, exceptions still need a human, and adoption takes weeks. Assume it removes half, then apply the 0.6 conservatism factor we use in every report: 12 ร— 50% ร— 0.6 = 3.6 hours a week, or AED 7,603 a year. Less roughly AED 3,000 in tooling, that is a net of about AED 4,600 a year from one workflow โ€” a figure built to be beaten rather than defended.

That discount is not pessimism, it is the difference between a business case and a sales pitch.

What to do with the number

Three things change once you have it.

You can rank. Run the calculation on four or five processes and the order becomes obvious. Most businesses discover the biggest number is not the process that annoys them most โ€” irritation and cost are only loosely correlated.

You can judge a quote. A proposal for AED 8,000 against a workflow costing you AED 25,000 a year is a conversation worth having. The same proposal against a workflow costing AED 4,000 a year is not, no matter how good the demo looks.

You can say no with confidence. Plenty of processes turn out not to be worth automating. Knowing which ones is just as valuable as knowing which ones are, and it saves you the more expensive mistake.

The honest caveats

This method measures cost saved, not revenue gained. Revenue depends on demand, pricing, competition, and execution โ€” too many variables outside anyone's control to promise a number for. Anyone who tells you their tool will increase your sales by a specific percentage is guessing, and you should treat the rest of their numbers with the same suspicion.

It also assumes the hours saved go somewhere useful. If a coordinator saves 12 hours a week and those hours are absorbed by nothing in particular, the money stays spent. The saving is real only when the time is redeployed to work that generates value, or when it lets you postpone a hire you were about to make. Decide which one before you start, and write it down.

Want this done for your business, in writing?

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