Our Investment Themes
Investing in the world’s most valuable resource: Data
Differential invests in solutions that will transform the way businesses
operate and succeed in tomorrow’s markets.
1. AI-Powered Business
As the world of software-as-a-service (SaaS) continues to evolve, we will see the emergence of a new class of solutions driven by artificial intelligence and machine learning technologies. These cutting-edge models will be tailored to address the unique challenges and needs of both individual users and entire industries, helping to alleviate pain points and drive innovation.
2. Advancing the ML Tech Stack
While Machine Learning Operations (MLOps) is still in its infancy, organizations seeking to leverage artificial intelligence and machine learning on a large scale will need specialized tools and solutions to streamline their workflows and keep costs under control.
3. Evolution of Engineering
and Infrastructure
As coding and computing processes become increasingly complex, distributed, and intensive, new technology will emerge to better manage the many challenges that arise in these new environments and keep projects running smoothly.
4. Responsible Data Management and Information Analysis
The astronomic increase in data and availability of raw, unfiltered information available on the internet has created a social, regulatory, ethics, and security crisis. As regulatory pressure and complexity continue to mount, enterprises will be required to take a more proactive role in protecting their customers' and users' data, ensuring that it is handled ethically and securely.
