Blog.

Can AI read a balance sheet? What the benchmarks actually show, the exact points where models lose the table, and the three-layer setup that catches silent errors.

How expense report automation works: OCR accuracy in the real world, approval rules that catch duplicates, honest pricing, and the tax-audit fine print.

Where the loyalty cliches came from, the two effects actually measured in coffee shops, and the only honest way to tell whether your program is working.

A restaurant owner and an accountant don't need the same thing from AI. One is trying to turn tonight's order data into tomorrow's menu; the other is checking hundreds of invoices by hand every month. Both ask us the same question: "should I be using AI?" That's the wrong question. The right one ...

"We'd love to invest in AI, but the budget just isn't there." You'll hear some version of that sentence from at least two out of three small and medium businesses in Turkey. According to Turkey's national statistics institute (TÜİK), high cost is the second most common reason Turkish companies gi...