Focus Group: AI-Driven Engineering: How Agentic Systems Change Keboola

In this focus group, led by Jiří Maňas (COO, Keboola), we explored what it truly means to run a company in an AI-first way - beyond copilots and experiments, toward real agentic systems embedded in engineering and internal processes. The discussion focused on how to keep humans in control as agents gain real access, why AI-first is as much a cultural shift as a technical one, and how to design clear boundaries, guardrails, and ownership in an agent-driven environment. As always, the session was shaped by sharp questions, honest debate, and the collective experience of the Tech Execs community.