AI Grows Up: agents, automation and what it actually takes to deliver results

Speakers

Antti Rauhala, Arno Teva

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95% of AI projects fail to show business impact. The 5% that work save tens of millions and solve problems that defeated engineers for months. So what does the 5% actually do differently?

This is the recording of our hybrid event in Helsinki, where we cut through the AI hype and looked at what actually works in real business operations. The morning was built for people responsible for automation, operations, AI initiatives, and finance processes across industries like retail.

What’s in this recording:

  • The Stockmann case: A look at how Stockmann approaches AI in their operations and what is driving it. Includes a success case on a generative AI implementation for e-commerce product management, the lessons learned along the way, the practical tips and best practices, and the KPIs of the rollout. Speaker: Arno Teva, Lead Developer at Sisua Digital
  • AI Grows Up: agents, automation, and what it actually takes to deliver: Why 95% of AI projects fail and what the 5% do differently. The three principles successful organizations share. How AI fits into financial administration. Plus three live Sisua AI demos: – LLM: document and image intelligence in production – ML: high volume invoice automation – Agent: connected systems and contextual reasoning Speaker: Antti Rauhala, AI Lead at Sisua Digital

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Summary

Key insights

  • 95% of AI projects fail to deliver business impact – discover what the 5  do differently 
  • Three principles separate the winners from the rest
  • Stockmann case study reveals the playbook for gen AI in e-commerce
  • Three AI flavors, three real business outcomes

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