In today's data-centric world, businesses face increasing bottlenecks across their product lifecycles – from AI model training to customer experience. Rockfish Data, born from pioneering research at Carnegie Mellon University, is tackling these challenges head-on with their outcome-centric generative data platform.
Their advanced technology helps telecom companies and enterprises unlock the true value of their data through privacy-preserving synthetic data generation, enabling innovation while maintaining security.
As Rockfish Data prepares to showcase their technology at 4YFN25, we sat down with CEO Dr. Muckai Girish to discuss his vision for the future of enterprise data.
Looking towards 2028, what's your ultimate goal for Rockfish Data?
We expect synthetic data generation to be an integral part of every enterprise MLOps and data pipeline. Our vision is to achieve global adoption of our solution for addressing operational data bottlenecks, with recurring use of the platform becoming standard practice.
What impact do you aim to achieve with your technology?
To get the most out of AI/ML and Analytics workloads, enterprises are stymied by data bottlenecks. Rockfish Data has developed an industry leading platform for generating highly relevant synthetic data using Generative AI technologies. Enterprises can now cross data silos safely and get the most out of the AI revolution and stay highly competitive and differentiated.
What are the main challenges you face?
Time to value and seeing return on investment quickly are how AI projects are assessed and budgets meted out in corporations. While synthetic data turbocharges these AI and analytics initiatives, enterprises have to see the favourable outcomes play out on an end-to-end basis.
Finally, how will AI transform your sector between now and 2028?
We are witnessing a watershed moment when it comes to AI and as businesses adopt AI en masse, the need for data has never been this critical, especially operational data. Our platform uses Generative AI models and algorithms to generate high-fidelity and privacy-compliant synthetic data. Continued innovation in AI and GenAI technologies would transform how this can be accomplished.
To know more about Rockfish Data visit their site here and if you want to discover more about the 4YFN25 awards, check this out.