AI adoption check – Prokop Simek

Question 1 of 8How many of your developers work with AI tools at least once a week?

Almost nobody, or we don’t knowA few, each on their ownMost of them, each in their own wayAlmost everyone, with shared practices

Question 2 of 8Do people have clear rules on which AI tools they may use, and with which data?

We have no rulesOnly a ban or a vague recommendationWritten rules and approved toolsRules, approved tools and company accounts for everyone

Question 3 of 8Do you know which of your AI uses fall under the EU AI Act and what follows from it?

We haven’t looked into itWe know it applies, but have no overviewWe have a list of our AI uses and their risk categoriesWe have the list and an owner, and meet the obligations, such as AI literacy

Question 4 of 8Do you measure what AI changes in your software delivery?

We don’t measure itOnly by feel or with a surveyWe track metrics, but without a baselineWe have a baseline from before AI and compare regularly

Question 5 of 8How do your people learn to work with AI?

Everyone on their ownWe share tips now and thenThe team went through a trainingTraining, internal champions and shared practices right in the repositories

Question 6 of 8Do AI agents do work on their own, such as opening pull requests or fixing bugs from the backlog?

NoSome of us try itRegularly on selected tasks, reviewed by a personAs a normal part of delivery, with rules, review and measurement

Question 7 of 8Do you know what AI costs you, and for what?

We don’t knowOnly the total invoiceBy team or by toolBy team and by model, compared with the benefit

Question 8 of 8How do you control which systems and data AI agents can reach, for example through MCP servers?

We don’t; everyone connects whatever they likeWe know about it, but have no overviewWe have an approved list of servers and permissionsWe manage access centrally, with an audit of who did what and when

Where is your team with AI?