Discover where AI creates real value.
Then build around it.
AI will transform your business. The challenge isn't access - it's discovering where AI can have the biggest impact. Haavn helps teams understand AI, spot the right opportunities, and deliver working systems.
What we do
Most teams default to obvious AI applications and miss high value opportunities. We activate teams through hands-on programs, map workflows to pinpoint where AI can create real impact, and build solutions alongside you.
Activate your team
AI fluency comes from doing, not watching. We design hands-on workshops tailored to your industry and workflows. Your team builds with AI on real problems and walks away with working prototypes.
Learn more →Activate your team
AI fluency comes from doing, not watching. We design hands-on workshops tailored to your industry and workflows. Your team builds with AI on real problems and walks away with working prototypes.
Learn more →AI Enablement
When activation needs to scale and stick, we design multi-month programs for entire teams and departments. Structured learning tracks, domain expert workshops, practice infrastructure, and adoption measurement. Programs designed to scale from 50 to 500 people.
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Map AI to your business
We analyze how your organization works today, then identify where AI augmentation, agents, and automation can create measurable impact. The result is a prioritized roadmap from quick wins to transformation.
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Build working systems
Once we've identified where AI creates value, we build alongside your team. Bespoke automations, agents, and tools designed around how your organization operates. AI that feels like it has always been part of your workflow.
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Who we are
We're Mary and Sebastian.
Between us, we've spent over fifteen years at Google, YouTube, Apple, and Meta designing products used by millions, including some of the earliest AI-powered systems.
Together with a global network of specialists across AI design, product, and engineering, we assemble a dedicated team for every engagement.
Case studies
