Overview
The first pass frames the seminar around adoption patterns, technical leverage, and the risks that appear when AI touches planning, implementation, review, testing, and maintenance.
13 October 2026 / Marsio Saastamoinen Foundation Stage / Espoo
A focused seminar on what happens when AI moves from isolated coding assistants into the full software development lifecycle.
Expect concrete cases, technical judgement, and hard questions about engineering quality, delivery, and organizations adopting AI in practice.
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Brief
The first pass frames the seminar around adoption patterns, technical leverage, and the risks that appear when AI touches planning, implementation, review, testing, and maintenance.
Engineering leaders, software practitioners, researchers, and product teams looking for grounded ways to evaluate AI across SDLC workflows.
A single-track format is assumed for the first iteration: keynote, field reports, panel discussion, and structured time for hallway conversation.
AI-assisted development, evaluation, governance, testing strategy, developer experience, and the organizational changes that follow.
Venue

The seminar is planned for the Saastamoinen Foundation Stage in Marsio, Otaniemi: a high-production setting for talks, demos, and direct discussion between academia and industry.
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AI in real engineering pipelines
02
Quality, testing, and review under automation
03
Leadership and governance for AI adoption