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AI and the Data Foundation: Ross Koenig on Why Data Matters
In this episode, I follow up with Ross Koenig, Chief Data Officer at Shore Capital Partners and one of our earliest podcast guests. Ross reflects on how his role has evolved over the past three years, from leading the Data Center of Excellence supporting portfolio companies to focusing on Shore's own investment process data and cross-portfolio insights. He shares why Shore's longstanding commitment to process and documentation has become a powerful foundation in the age of AI, and how nearly 1,000 codified executive hires now enable pattern recognition that few firms can match. Ross also discusses why "garbage in, garbage out" matters more than ever, how AI is breaking down walls between executives and data, and why business owners who ignore AI risk being left behind.
Key Takeaways:
- Build the data foundation first because AI only works as well as the process, documentation, and discipline behind it
- Codify what you know across people, processes, and decisions so you can spot patterns, learn from past outcomes, and make smarter choices going forward
- Recognize that AI's biggest unlock is accessibility, putting information and analysis directly in the hands of executives who used to be blocked by technical walls
- Engage with AI now regardless of size or industry because the cost barriers have fallen and the businesses that ignore it will quickly fall behind
Chapters:
- 00:00 – Introduction
- 01:36 – Building the Data Foundation
- 06:36 – Codifying Knowledge at Scale
- 12:15 – Accessibility and the Power of AI
- 15:31 – Why Every Business Owner Should Engage with AI Now
Listen to our podcasts at:
https://www.shorecp.university/podcasts
You’ll also find other Bigger. Stronger. Faster. episodes, alongside our Microcap Moments and Everyday Heroes series—highlighting the people and stories that make the microcap space unique.
Other ways to connect:
Blog: https://www.shorecp.university/blog
Shore University: https://www.shorecp.university/
Shore Capital Partners: https://www.shorecp.com/
LinkedIn: https://www.linkedin.com/company/shore-university
This podcast is the property of Shore Capital Partners LLC. None of the content herein is investment advice, an offer of investment advisory services, or a recommendation or offer relating to any security. See the “Terms of Use” page on the Shore Capital website for other important information.
View all episodes
By Shore Capital PartnersIn this episode, I follow up with Ross Koenig, Chief Data Officer at Shore Capital Partners and one of our earliest podcast guests. Ross reflects on how his role has evolved over the past three years, from leading the Data Center of Excellence supporting portfolio companies to focusing on Shore's own investment process data and cross-portfolio insights. He shares why Shore's longstanding commitment to process and documentation has become a powerful foundation in the age of AI, and how nearly 1,000 codified executive hires now enable pattern recognition that few firms can match. Ross also discusses why "garbage in, garbage out" matters more than ever, how AI is breaking down walls between executives and data, and why business owners who ignore AI risk being left behind.
Key Takeaways:
- Build the data foundation first because AI only works as well as the process, documentation, and discipline behind it
- Codify what you know across people, processes, and decisions so you can spot patterns, learn from past outcomes, and make smarter choices going forward
- Recognize that AI's biggest unlock is accessibility, putting information and analysis directly in the hands of executives who used to be blocked by technical walls
- Engage with AI now regardless of size or industry because the cost barriers have fallen and the businesses that ignore it will quickly fall behind
Chapters:
- 00:00 – Introduction
- 01:36 – Building the Data Foundation
- 06:36 – Codifying Knowledge at Scale
- 12:15 – Accessibility and the Power of AI
- 15:31 – Why Every Business Owner Should Engage with AI Now
Listen to our podcasts at:
https://www.shorecp.university/podcasts
You’ll also find other Bigger. Stronger. Faster. episodes, alongside our Microcap Moments and Everyday Heroes series—highlighting the people and stories that make the microcap space unique.
Other ways to connect:
Blog: https://www.shorecp.university/blog
Shore University: https://www.shorecp.university/
Shore Capital Partners: https://www.shorecp.com/
LinkedIn: https://www.linkedin.com/company/shore-university
This podcast is the property of Shore Capital Partners LLC. None of the content herein is investment advice, an offer of investment advisory services, or a recommendation or offer relating to any security. See the “Terms of Use” page on the Shore Capital website for other important information.