AI deployments, process automation and engineering — from the team that runs Brokik, CheaperForDrug and Qkwit every day.
AI accounting
A sole proprietor's monthly bookkeeping cycle comes down to four recurring tasks: documents, expense categorization, deadlines, and preparing data for filings. Here's where the line sits today between what AI handles and what still needs a person.
AI accounting
Reading invoices and receipts with AI looks like magic today: a phone photo turns into a ready bookkeeping entry. In practice it has real limits — what happens after the reading step decides whether the right number ends up in the books.
AI accounting
A language model can read an invoice brilliantly, but it doesn't guarantee it will calculate the same tax the same way twice. That's why, in AI-assisted accounting, the calculating stays with a deterministic engine, not the model.
AI accounting
AI doesn't replace the accountant at an accounting firm — it speeds up entering data from documents, checking that a client's paperwork is complete, and handling client communication. Here's where that time saving is real today, and where it's still too early.
AI accounting
In Qkwit, AI reads invoices and receipts for sole proprietors, while a deterministic engine calculates tax and social security contributions. Here's how that compresses the monthly bookkeeping cycle — and where the mechanism ends and marketing gloss begins.
