Insights
Written by the people who run it.
Plain English on AI agents, automation and building products. Costs shown, methods in full. Each piece is written to be sent to a client who asked the question.
Every article
Playbooks
, 7 min read
AI for clinics and healthcare practices in Dubai
A patient fills in the same intake form three times, a no-show costs the slot anyway, and a month-end report means someone reconciling insurer claims by hand. The four systems that fix that, in build order, with the guardrail each one needs.
Buying AI
, 6 min read
How to automate Google review requests without annoying happy clients
Your happiest clients would leave a review if asked at the right moment. Nobody asks, because the right moment is different for every client. Here is the mechanism that asks anyway, running in four of our own production systems.
Playbooks
, 7 min read
AI for construction and contracting companies in Dubai
RFQs arrive as PDFs and site photos, variation orders get argued over months later because nobody can prove what was agreed, and a progress report still means someone typing up WhatsApp updates on a Sunday night. The four systems that fix that, in build order.
Playbooks
, 6 min read
AI for logistics and freight forwarding companies in Dubai
A quote request lands on WhatsApp, another on email, and the customs paperwork for both is typed out by hand. The four systems that fix that for a freight forwarder, in build order, and where a model must never touch the rate.
Playbooks
, 6 min read
AI for general trading and import export companies in Dubai
Enquiries land on WhatsApp, email and the phone, and a landed cost is worked out by hand every time. The four systems that fix that for a trading business, in build order, and where a model must never touch the price.
Playbooks
, 7 min read
AI for catering and events companies in Dubai
The bottleneck is not the cooking, it is the quote. How a catering business turns thirty years of orders into same-day pricing, a kitchen that gets its prep sheet automatically, and a view of which dishes actually make money.
Playbooks
, 8 min read
AI for real estate brokerages in Dubai: what actually works
Portal leads go cold in minutes and the best closers spend their day on enquiries that were never going to convert. The four systems that fix that, in build order, with the guardrail each one needs.
Buying AI
, 8 min read
How to choose an AI development company in Dubai
The eleven questions that separate a company that ships production AI from one that ships a demo. What to ask, what a good answer sounds like, and what each red flag costs you later.
Buying AI
, 6 min read
Dubai's agentic AI programme: what it means for your business
Dubai plans to bring agentic AI to 295,000 companies in two years, with 100 AI assistants and support for 50 new AI companies. What was actually announced, what is not known yet, and what to do now.
Playbooks
, 6 min read
Security, Speed, Scalability: the three S test for software
Before software goes in front of real users it has to pass three S's. What each one means in plain English, the question that tests it, and what the test misses.
Buying AI
, 8 min read
The AI supply chain: what you are actually buying
Most AI decisions go wrong because nobody has drawn the supply chain. Here is what one AI answer is made of, which parts you rent, which part you have to build, and the three ways this supply chain behaves unlike any other you run.
Buying AI
, 6 min read
AI agent vs automation: which does your business need?
Fixed steps and known inputs need automation. Judgement over messy inputs needs an agent. Expensive mistakes need a human either way. A plain decision rule, with examples of each.
Buying AI
, 7 min read
How much does an AI agent cost to build and run?
Two bills, not one: a build cost and a monthly running cost, and most quotes only show the first. What drives each, where costs run away, and the questions to ask any vendor.
Playbooks
, 8 min read
How to automate three business processes with AI, step by step
The three automations businesses ask for most: weekly reporting, lead qualification and follow-up messages. Exactly how we build each one, what you need, and the mistakes that break them.
Buying AI
, 6 min read
Is AI automation worth it for a small business?
Yes, if it is pointed at one specific, repeated task. No, if it is bought as a general tool. How to tell which side your business is on before you spend anything.
Playbooks
, 7 min read
Is your vibe-coded app safe to launch? Run these checks first
Probably not yet: security research keeps finding that a large share of AI-generated code carries a serious vulnerability. The six checks to run before real users arrive, in plain English.
Field notes
, 8 min read
Nine vibe coding mistakes that follow you into production
Vibe coding is real and useful, and it is producing a generation of apps that fail the same nine ways. Each mistake below, why it happens, and the fix, from a company that gets called after the demo.
Myths
, 7 min read
Seven AI myths Dubai business owners keep paying for
The AI market in Dubai is loud, and most of the noise is selling something. Seven beliefs we hear in almost every first meeting, each one broken by something we have actually shipped.
Playbooks
, 6 min read
What production-ready actually means
Everyone says production-ready. Almost nobody defines it. Here is the definition we build to, as six questions you can ask about any system, including one an AI wrote for you in a weekend.
Myths
, 8 min read
Where we deleted the AI: five times determinism was the right answer
We build AI systems for a living. Five times in our own production systems, the right fix was to take the model out. Here is each one, what it was doing wrong, and what replaced it.
Playbooks
, 7 min read
Why does AI give wrong numbers when analysing your data, and how to stop it
ChatGPT and other AI tools predict numbers the way they predict words, which is why a total from an uploaded spreadsheet can be confidently wrong. What to do when you are analysing data yourself, and the structural fix for business reports.
Not ready to talk yet
All three toolsIs automating this task worth the money?
Enter the hours, the salary and the costs. Get the yearly saving, the payback period and a plain verdict, with every step of the arithmetic shown.
Automation payback calculator
Is my app safe to put in front of real users?
The six security checks we run on any codebase we inherit, as a scorecard. Answer honestly and get a fix list for anything failing.
Launch safety check
Do I need an AI agent, or something simpler?
Three questions about the task, one verdict. Many agent projects should have been simpler automations; this tells you which side yours is on.
Agent or automation?
Free, no signup, nothing stored. Each runs in your browser, uses your numbers, and ends with a recommended next step.
See it working somewhere real
Seven processes in seven industries, each one stating what was built, what changed, how it was measured, and where a person stays in charge.