Building an AI-ready content ecosystem

Konecranes had a wealth of content but no structured foundation to support their thought leadership goals. Early AI experiments weren't delivering results — due to a lack of clean, organized data and a clear content strategy.

Vapa conducted an AI-powered content audit across more than 700 pages of existing content, identifying high-performing assets, mapping strategic gaps, and creating a clean, structured dataset. Vapa then facilitated workshops with global teams to align on content goals and build a scalable, AI-ready content ecosystem.

The project delivered a comprehensive content database ready for training a custom content agent, along with a strategic roadmap for building thought leadership under a single, unified narrative. Konecranes moved from disconnected AI experiments to a clear, actionable plan.