AI in practice
Which process to automate first — and which to leave alone
A four-test framework for choosing a first automation — volume, rule stability, cost of error, input quality — with Kuwait arithmetic and the processes to leave alone.
10/9/2026 · 9 min
Search
Getting quoted by an AI answer instead of ranked on a page
What the data actually shows about being cited in AI answers — the traffic numbers, what correlates with citation, which crawlers matter, and why llms.txt is not the answer.
9/9/2026 · 8 min
Document intelligence
Reading Arabic invoices with AI: what works, what still needs a human
Why Arabic invoices break document pipelines, what vision models genuinely fixed, and the parts of accounts payable that should never run without a person looking.
8/9/2026 · 7 min
AI in practice
What a WhatsApp AI assistant actually costs to run for a year
The full stack priced for a small Kuwaiti business — Meta message fees, model tokens, hosting, and the maintenance line nobody budgets for. Including the 1 October 2026 change that ends free service messages.
7/9/2026 · 8 min