An operating model, not a tool list. AI operations consulting decides which of your recurring processes should run on rules and AI drafting, what data they need, who approves what, and the weekly and monthly rhythm that keeps the numbers true — and then we build it on your existing tools and run it with you.
Operations in a small business is a short list of things that happen every week whether anyone has time or not: invoices go out, payments get chased, hours get counted, the month gets closed, reviews get answered. AI operations is that list run on a cadence — fixed rules for the numbers, a language model for the wording, a person approving anything a customer will see, and every month compared against the last.
The consulting part is deciding the model: which processes, on what data, with what approval steps and what rhythm. The implementation part is building it on your existing tools. The operations part is running it with you every month. We do all three, because in an SME they are the same job.
Candidates repeat at least weekly, follow the same steps, already produce a file or export, and cost something real when they are late. Invoicing, payment follow-up, attendance, the monthly close and review replies qualify in almost every SME we audit. Strategy, hiring and pricing decisions do not, and we do not pretend otherwise.
Automation is only as good as the records under it. Most engagements start by making prices, hours, recipes and service lists consistent — the same facts your website and Google Business Profile need to agree on before search engines and AI assistants will trust you.
Numbers run by rule and need no approval. Words go to a person: payment reminders, review replies and customer messages are drafted, queued, and sent only after you say so.
One weekly page the owner reads in minutes; a monthly close early enough to act on; a quarterly review of what to automate next and whether AI assistants still name the business.
| Rhythm | What the owner sees | What runs underneath |
|---|---|---|
| Weekly | One page: sales, cash position, payments due and overdue, follow-ups drafted for approval. | Invoice generation, reminder drafting, cash counts carried forward from the last close. |
| Monthly | P&L against last month, price movements, attendance summary, reviews answered. | Close from POS and bank exports, cost and price masters updated, review replies drafted for approval. |
| Quarterly | What to automate next; where the hours still go; whether ChatGPT, Gemini and Google's AI name the business. | AI Radar re-measurement with the same fixed questions; scope review. |
Nothing in the cadence requires the owner to be in the office. That is the test of an operating model: it keeps working when you are not watching.
The suite is split by what a tool is for. A Lens shows you something you could not see before; a Pilot does a task you were doing by hand.
| Process | Type | What it removes from the week |
|---|---|---|
| Invoicing and payment follow-up | Pilot | Invoices generated on schedule from your own line items; polite reminders drafted and queued for approval. |
| Attendance and hours | Lens | Staff hours summarised from clock exports, rosters or spreadsheets into a monthly view. |
| Profit and loss, cash flow | Lens | Monthly figures laid out month by month, cash counts that carry forward from the last close. |
| Stock and reorder signals | Lens | Reorder points derived from the records you already keep. |
| Review replies | LocalReach Plus | Each Google review read, a reply drafted in your voice, posted only after you approve it. |
Tool-level detail is on mirAI Works — AI automation for Dubai SMEs; the service page is AI Operations.
| AI operations consulting (mirAIreach) | Automation platform | Operations manager hire | |
|---|---|---|---|
| Who designs the process | We do, from your audit | You do, in their editor | They do — if you find the right one |
| Who runs it monthly | We do, with you | You do | They do — until they leave |
| Systems | Yours, unchanged | Theirs, plus a migration | Whatever they know |
| Cost shape | One fixed monthly figure | Per seat, per task, grows with use | Salary, visa, and a single point of failure |
| If it stops | Your data stays in your files | Export and rebuild | The knowledge walks out |
The records an operating model keeps — current prices, real hours, a maintained service list, reviews that actually get answered — are the same facts a search engine or an AI assistant checks before it will name a business. In the mirAIreach AI Radar's Wave 1 (100 Dubai professional-services businesses, measured 9–10 August 2026), 59% were never named by AI on either surface. A large share of the fix is an operations problem: consistent facts, maintained records, replies that get posted. That is why most clients who start with visibility add operations, and vice versa.
GAM solutions runs the back of house of restaurants in Dubai through Backhouse, its restaurant operations practice: a weekly P&L, a monthly close within three working days, aggregator payout reconciliation, recipe and price masters — on the same rule-based, human-approved systems this page describes. We also use LocalReach, the review system we sell, on our own venues. The cadence above is not a framework; it is the one we keep for ourselves.
It is designing and running the recurring processes of a business — invoicing, payment follow-up, attendance, the monthly close, review replies — on fixed rules and AI drafting, with a person approving anything customer-facing and a weekly and monthly cadence. The consulting decides which processes, what data, who approves and what rhythm; mirAIreach then builds it on your existing tools and runs it with you.
Automation is the tool; operations is the model it runs inside. A tool that generates invoices is automation. Deciding that invoices go out every Monday from the POS export, that reminders are drafted on day seven and sent only after the owner approves them, and that the owner sees one weekly page — that is an operating model. Most failed automations are tools without a model around them.
The one that costs the most when it is late and already produces a file. In most audits that is payment follow-up, then the monthly close, then attendance. Review replies come first for businesses whose enquiries depend on Google — a reply that never gets posted is a lost customer, not an admin task.
No. The operating model is built on the exports those systems already produce, and your accountant keeps the books. What changes is that the numbers arrive monthly instead of at year-end, the chasing happens on schedule, and the owner reads one page instead of five spreadsheets.
The audit is free. The engagement is one fixed monthly figure agreed before any work starts, not per seat and not per transaction. Our published visibility services are AED 298 per month each or AED 715 for three, and LocalReach Plus with AI-drafted review replies is AED 498 per month; operations scopes are quoted in the same spirit after the audit.
By never letting it near them. Totals, hours, balances and margins are computed by fixed arithmetic rules that give the same answer every time and can be checked by hand. The language model only drafts wording — a reminder, a reply, a plain-English summary — and a person approves it before it goes out. If the model is unavailable the numbers still run; only the wording falls back to a template.
A 30-minute audit of where your week goes and which process, run on rules, would pay for itself first. No obligation.
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