July 27, 2026 · Lubomír Nedbal
Automating Business Processes with AI
AI automation doesn't mean replacing people with robots. In practice it means something far more down-to-earth: taking the work your people do manually over and over — retyping, sorting, answering the same questions — and having it processed automatically, with a human reviewing and deciding. That's where AI pays back the fastest today.
What AI can realistically handle today
- ›Enquiry processing — an incoming email is extracted, logged in your system, and the salesperson gets a prepared draft reply.
- ›Document extraction — invoices, orders and contracts become structured data without manual retyping.
- ›Quote drafting — a first version of a price quote is generated from your price list and the job description.
- ›Customer replies — AI drafts answers to common questions from your knowledge base; a human just approves.
- ›Reporting — instead of stitching spreadsheets together, management gets a summary by email on Monday morning.
How to spot where automation makes sense
A good automation candidate has three traits: it repeats often, it follows clear rules, and it consumes time of people who should be doing something more valuable. A bad candidate is a process done once a quarter, or a decision requiring human judgement and accountability. I don't recommend deploying AI there — and it's fair to say so upfront.
A good start: a pilot, not a revolution
- ›Process audit (1–2 hours) — we walk through what the team does manually and find the 2–3 highest-impact candidates.
- ›Pilot on a single process — a working automation deployed into daily operations, typically within 2–4 weeks.
- ›Measurement — how many hours per month the pilot saved, and at what error rate. Numbers, not impressions.
- ›Expansion — only once the pilot demonstrably works do we automate further processes.
What it costs
A pilot automating one process usually lands in the tens of thousands of CZK; more complex integrations with company systems in the higher tens to hundreds of thousands. Payback tends to be fast: a process that takes someone two hours a day costs the company over CZK 200,000 a year at an average salary. Add the running costs of AI services — typically hundreds to low thousands of CZK per month.
What about data security?
A fair question. Company data can be processed in modes where it is not used to train third-party models (enterprise APIs from OpenAI or Anthropic, EU hosting where needed). Sensitive fields can be anonymised before sending, and access logged. The specific setup is part of every project's design — not an afterthought.