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Code of Leadership · episode 65

How to Bring GenAI into Operational Work

August 3, 20261:24:00

Episode participants

  • Alexander Polomodov

    host

  • Artem Bondar

    guest · Head of NLP at T-Bank and an ML and GenAI engineering leader

    Artem Bondar is Head of NLP at T-Bank. He has spent more than a decade at the intersection of software engineering and machine learning, building ML and GenAI products and automating large business processes.

What we discussed

An episode about adopting GenAI beyond software development and why a compelling demo does not automatically become a working business process. Guest: Artem Bondar, Head of NLP at T-Bank.

Support, accounting, marketing, and building design reveal the hard parts: quality criteria, undocumented rules, delayed feedback, verification cost, and the limits of human oversight.

The central lesson is to redesign an end-to-end workflow instead of inserting a model into the old one, define a measurable outcome, and make someone accountable for every agent decision.

Engineering managementProductStrategyMetricsLeadership