In a highly regulated business the implementation barriers might seem overwhelming, which would reduce innovation capability. To successfully overcome this threshold and commercialize the concept, I would suggest to focus on key elements and regulations - while obeying all law aspects for sure - and allow your theory to change among the real life circumstances. The impact of soft factors like marketing, behaviourism shall never be underestimated, since even the most professional theory might get distracted by an uncalculated human factor. By starting in small scale, or establishing partnership we can decrease the risk of a malfunctioning business activity, and allow space for fine tuning in a later stage.

- Replicate similar successful implementations of theories within peer entities / same industries to demonstrate feasibility. - Establish measurable KPIs to track the impact of applying theories to business scenarios. - Partner with external experienced professionals in fields as required like technology and marketing, to bridge gaps between theoretical ideas and practical execution. - Allow for flexible implementation so as to adjust the application as needed based on performance KPIs.

We need to test theoretical models in controlled environments or pilot studies and analyse real time data to validate theoretical assumptions and measure impact.

"No hay nada más práctico que una buena teoría". Si bien los modelos no supervisados pueden arrojar tendencias e incluso predictibilidad, a la hora de contrastar si dichas asociaciones, tendencias o relaciones pueden resultar espurias y asomar decisiones erradas, una buena teoría sería la mejor ayuda. Todo proyecto de Analítica no sólo requiere quien maneje el instrumental estadístico sino quien pueda identificar cuál modelo debe ser usado según la naturaleza de los datos, el problema y una teoría orientativa.

Our theoretical research was aimed for the real use of cultural actors. And thanks to a grant we could build a website app to calculate economic impacts of a cultural project. This app is still in public use, but at the same time we offer complex economic impact studies as business cases.