Productizing AI: Why It’s Not Just About Tech And Processes

Productizing AI enhance productivity by leveraging data democratization and diverse teams for scalable, efficient solutions.

On June 25, Srujana Kaddevarmuth (Senior AI CoE Leader) joined me on “What’s the BUZZ?” and shared how you can scale your AI product across the enterprise. At a time when Generative AI moves from pilot projects to production deployments, these insights are especially important. Productizing your AI applications is a critical step on the path to a sustainable operating model. This includes data democratization, building models in ways that are flexible and adaptable, and ensuring diversity of experience, gender, and ethnic background on your AI product team. But where should you start? Here is what we’ve talked about…

Harnessing the Power of Data for AI Products

In today’s data-driven world, organizations are increasingly focusing on data democratization and AI productization. An enormous volume of data presents both challenges and opportunities. Data democratization ensures that data is accessible to all levels of an organization, fostering a culture where data-driven decision-making is the norm.

AI productization, on the other hand, involves transforming insights from exploratory data analysis into scalable models that can power products. This process is not just about building algorithms but deploying them efficiently in production environments. The primary benefits of applying a product mindset to AI development are: enhancing human capital efficiency, fostering innovation, and standardizing technology capabilities across the organization. This not only reduces attrition but also allows AI experts to focus on innovative projects, driving further advancements.

Standardizing AI capabilities ensures that these technologies can be deployed consistently across various geographies and channels, making them easier to manage and monitor. By embracing data democratization and AI productization, organizations can unlock significant value and drive business outcomes more effectively.[…]

Der Beitrag Productizing AI: Why It’s Not Just About Tech And Processes erschien zuerst auf SwissCognitive | AI Ventures, Advisory & Research.