Why
AI is moving from isolated coding assistance into planning, implementation, review, testing, maintenance, and delivery governance. SDLCAI looks at what changes when that shift becomes real.
The seminar archive / SDLCAI
13 October 2026 / Marsio / Espoo
A day of practical experience, research and conversation about AI across the software development lifecycle. Thank you to everyone who joined us at Marsio and online.
Hear about the next seminarThe talks, the people and the conversations in between.
Explore the talks, presentation slides and related resources in programme order. Recordings will be added here as they become available.
02 / In photographsFollow the seminar through a photographic timeline of talks, panels and hallway conversations.
03 / Share the memoriesBrowse and download the photographs, with credits and sharing copies under CC BY 4.0.
04 / The peopleMeet the engineering leaders, practitioners and researchers who brought their experiences to the stage.
Focus
AI is moving from isolated coding assistance into planning, implementation, review, testing, maintenance, and delivery governance. SDLCAI looks at what changes when that shift becomes real.
Engineering leaders, software practitioners, researchers, and product teams who need grounded ways to evaluate AI across real software development workflows.
Adoption patterns, technical leverage, evaluation, governance, testing strategy, developer experience, and the organizational changes that follow.
The people behind the ideas
Engineering leaders, builders, and researchers explored how AI is changing software development, from everyday practice to emerging research.
01 / 3 speakers
Talks or a joint session on applied AI in software development, ending with a brief panel.

Group Associate Partner at Theodo
1978: The Last Good Year
Profile & talk
Co-founder & CEO, Coldtea.ai
Zero-trust harnesses for agentic software delivery
Profile & talk
R&D Leader at Nokia
Why Leaders Should Use AI Themselves and Eat Their Own Dog Food?
Profile & talk02 / 2 speakers
Short research-driven talks on AI and software development.
03 / 3 speakers
Short field reports from teams applying AI across the SDLC.

Chief of Software Engineering at Elisa
Driving AI adoption above targets in highly regulated environment
Profile & talk
Distinguished Engineer at ePilot GmbH
I Let Non-Engineers Vibe-Code Our Production Codebase
Profile & talk
Co-Founder, COO & Tech Lead at Aimbition / Aimbition Oy
AI Factory doesn't eliminate the fundamentals
Profile & talk04 / 2 speakers
Deeper academic sessions on current research and open questions.
Venue

The seminar took place on the Saastamoinen Foundation Stage in Marsio at Aalto University, Otaniemi: a high-production setting for talks, demos, and direct discussion between academia and industry.
Address: Marsio, Otakaari 2A, 02150 Espoo
See the FAQ for public transport, parking, food, and afterparty information.
View venue detailsOrganizers
SDLCAI is organized by Toska Osuuskunta, the cooperative behind Future Frontend.
In addition to this seminar and Future Frontend, the group has previously organized the React Finland and GraphQL Finland conferences.







