Open lecture "AI and organizational processes"
Companies are launching AI pilots en masse, but there is no return on profits. Most of them have the same story, and it's not because of their choice of model.
AI is an amplifier: launch it into a well–established process – get an acceleration; launch it into a mess - get a fast and massive mess at computer speed. This means that the winner is not the one with the "best neural network", but the one with the engineering processes.
At the lecture, we'll look at what AI actually does to organizational processes, why software development is the "canary in the mine" (she introduced AI earlier and more measureably than anyone else, and her experience will come to support, sales, and back office in a year or two), and how to transfer business to AI systematically, and not pointwise.
What to analyze
- AI is an amplifier, not a magic button: why it multiplies both order and chaos equally.
- The canary in the mine: what the experience of AI software development (2023→2026) teaches any department of the company.
- The "speed ≠ delivery" paradox: +55% for a single task and -19% for experienced developers in real work (METR data) – why is the local acceleration of one employee not equal to the acceleration of the entire value supply chain.
- Business as Code base (Business as Code): processes = code, employees = developers, AI = organization runtime; input/output contracts, guardrails, rollback versions, tests, software review engineering transferred to processes.
For whom
Entrepreneurs, managers, team leaders, and everyone who works with AI.
The analysis is understandable to both technical and non–technical participants - without hype and double-dealing, in understandable language.
Speaker
Pavel Veynik – Founding Architect Hard&Soft Skills, ex-Architect Miro and EPAM, in development since 2003.
Details
- 📅 June 23 , 2026
- 🕖 19:00 (GMT+3) / 21:00 Astana time (GMT+5)
- Online, ~1.5 hours along with the analysis of your questions
- 🗣 Language – Russian
- 💰 Free of charge, upon registration
- This is the 4th lecture of the series – the first three are available on the record.
