What three years of AI hackathons taught Bynder about building differently

Bynder ran internal AI hackathons for three years and published lessons on prototyping, failure tolerance, and cross-functional collaboration. The takeaways: time-boxed experiments surface ideas that roadmap planning misses, and non-engineering participants often propose the most useful applications. The post does not announce a product but documents how a DAM vendor approached AI in digital asset management before shipping features. The methodology is transferable to in-house DAM teams considering pilot programs.