Daniil Aizenshtat

Head of Strategy and Execution

EXANTE

Austria

About

Daniil Aizenshtat is Head of Strategy and Execution at EXANTE, a regulated global fintech. He leads company-wide strategy execution and has helped create an operating model in which domain experts build and own internal software end to end. In an approximately 800-person company, more than 300 employees have built over 1,900 internal applications, with more than 200 using one on a typical day. His work focuses on AI-native organisations, platform engineering, end-to-end accountability, and how judgment becomes the scarce capability when software implementation becomes abundant.
Talk

Daniil Aizenshtat | Software Is Cheap. Judgment Is Not.

AI, Engineering Leadership, Platform Engineering, Team Design

AI is making code abundant, but most companies still organise software delivery around scarce implementation capacity. This session follows a regulated-enterprise case in which more than 300 employees built over 1,900 internal applications and more than 200 use one on a typical day. The speaker shows what changed when selected domain experts stopped handing requirements through a delivery chain and began owning the problem, the working system and the outcome end to end. The session covers a practical handoff audit, signals for identifying potential full-stack operators, the paved technical path that supports direct authorship, and failures hidden by adoption metrics. Attendees leave with a concrete framework for deciding which handoffs add distinct judgment, which merely transfer information, and how engineering leadership changes when implementation is no longer the scarce resource.

TBA