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内容由Heather Holst-Knudsen, CEO, H2K Labs, Heather Holst-Knudsen, CEO, and H2K Labs提供。所有播客内容(包括剧集、图形和播客描述)均由 Heather Holst-Knudsen, CEO, H2K Labs, Heather Holst-Knudsen, CEO, and H2K Labs 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal
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Using Predictive Analytics to Manage Risk and Capture Opportunity Bootcamp

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Manage episode 378832453 series 3480881
内容由Heather Holst-Knudsen, CEO, H2K Labs, Heather Holst-Knudsen, CEO, and H2K Labs提供。所有播客内容(包括剧集、图形和播客描述)均由 Heather Holst-Knudsen, CEO, H2K Labs, Heather Holst-Knudsen, CEO, and H2K Labs 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

In this episode, Heather Holst-Knudsen, CEO of H2K Labs, and Chad Rose, CEO of InsightOut, dive deep into the world of predictive analytics for B2B media companies. They cut through the hype to explore realistic opportunities, potential pitfalls, and best practices for implementing predictive analytics to drive revenue growth and mitigate risks. Whether you're just starting your data journey or looking to refine your existing analytics strategy, this episode offers valuable insights and practical advice for leveraging the power of predictive analytics in your business.
Key Topics Covered:
1. Introduction to predictive analytics and its relevance for B2B media companies
2. Unpacking the hype: Realistic expectations and opportunities
3. How predictive analytics can drive revenue growth and risk mitigation
4. Use cases for predictive analytics in media and events businesses:
- Customer churn risk prediction
- Sales forecasting
- Content optimization
- Pricing optimization
- New revenue stream identification
5. The process of implementing predictive analytics:
- Defining objectives and assembling the right team
- Data collection, preparation, and tool selection
- Model development, training, and validation
- Iterative improvement and scaling
6. Common pitfalls and "landmines" to avoid
7. The importance of data democratization and change management
Key Takeaways:
- Predictive analytics can significantly improve decision-making, operational efficiency, and revenue growth
- Start with small, focused projects to prove value before scaling
- Data quality and quantity are crucial for successful predictive models
- Proper communication and education are essential for adoption across the organization
- Predictive analytics is an iterative process that requires ongoing refinement
The podcast emphasizes the importance of having a clear objective, assembling the right team, and focusing on data preparation before diving into advanced analytics. It also stresses the need for a cultural shift towards data-driven decision-making and the value of democratizing data access across the organization.
Interested in joining Revenue Room™ Connect, the first C-Suite network for CEOs and their revenue-critical C-Suite teams in media, events, data/information, and marketplace sectors? We focus on turbo-charging enterprise value using data, digital, and AI.
Please click here to learn more about Revenue Room™ Connect

ATTEND REVVEDUP 2025
RevvedUP is an event designed specifically for CEOs and their C-Suite teams leading B2B/B2C media, event, information, data and marketplace businesses. Join the industry leaders and visionaries leveraging digital, data assets and AI to drive exceptional growth and superior enterprise value. To register and learn more, please visit https://www.accelevents.com/e/revvedup-2025.
ABOUT H2K LABS

H2K Labs is a tech-enabled value creation specialist that helps media, data/information, event, and marketplace businesses accelerate revenue, drive profitability, and fuel enterprise value using data, digital, and AI. We host The Revenue Room™ Podcast, curate Revenue Room™ Connect, a professional network for CEO and their revenue-critical C-Suite teams, and produce events including RevvedUP 2025. For more information, please visit https://www.h2klabs.com

To join Revenue Room™ Connect, please visit https://info.h2klabs.com/revenue-room-connect-information-request

  continue reading

23集单集

Artwork
icon分享
 
Manage episode 378832453 series 3480881
内容由Heather Holst-Knudsen, CEO, H2K Labs, Heather Holst-Knudsen, CEO, and H2K Labs提供。所有播客内容(包括剧集、图形和播客描述)均由 Heather Holst-Knudsen, CEO, H2K Labs, Heather Holst-Knudsen, CEO, and H2K Labs 或其播客平台合作伙伴直接上传和提供。如果您认为有人在未经您许可的情况下使用您的受版权保护的作品,您可以按照此处概述的流程进行操作https://zh.player.fm/legal

In this episode, Heather Holst-Knudsen, CEO of H2K Labs, and Chad Rose, CEO of InsightOut, dive deep into the world of predictive analytics for B2B media companies. They cut through the hype to explore realistic opportunities, potential pitfalls, and best practices for implementing predictive analytics to drive revenue growth and mitigate risks. Whether you're just starting your data journey or looking to refine your existing analytics strategy, this episode offers valuable insights and practical advice for leveraging the power of predictive analytics in your business.
Key Topics Covered:
1. Introduction to predictive analytics and its relevance for B2B media companies
2. Unpacking the hype: Realistic expectations and opportunities
3. How predictive analytics can drive revenue growth and risk mitigation
4. Use cases for predictive analytics in media and events businesses:
- Customer churn risk prediction
- Sales forecasting
- Content optimization
- Pricing optimization
- New revenue stream identification
5. The process of implementing predictive analytics:
- Defining objectives and assembling the right team
- Data collection, preparation, and tool selection
- Model development, training, and validation
- Iterative improvement and scaling
6. Common pitfalls and "landmines" to avoid
7. The importance of data democratization and change management
Key Takeaways:
- Predictive analytics can significantly improve decision-making, operational efficiency, and revenue growth
- Start with small, focused projects to prove value before scaling
- Data quality and quantity are crucial for successful predictive models
- Proper communication and education are essential for adoption across the organization
- Predictive analytics is an iterative process that requires ongoing refinement
The podcast emphasizes the importance of having a clear objective, assembling the right team, and focusing on data preparation before diving into advanced analytics. It also stresses the need for a cultural shift towards data-driven decision-making and the value of democratizing data access across the organization.
Interested in joining Revenue Room™ Connect, the first C-Suite network for CEOs and their revenue-critical C-Suite teams in media, events, data/information, and marketplace sectors? We focus on turbo-charging enterprise value using data, digital, and AI.
Please click here to learn more about Revenue Room™ Connect

ATTEND REVVEDUP 2025
RevvedUP is an event designed specifically for CEOs and their C-Suite teams leading B2B/B2C media, event, information, data and marketplace businesses. Join the industry leaders and visionaries leveraging digital, data assets and AI to drive exceptional growth and superior enterprise value. To register and learn more, please visit https://www.accelevents.com/e/revvedup-2025.
ABOUT H2K LABS

H2K Labs is a tech-enabled value creation specialist that helps media, data/information, event, and marketplace businesses accelerate revenue, drive profitability, and fuel enterprise value using data, digital, and AI. We host The Revenue Room™ Podcast, curate Revenue Room™ Connect, a professional network for CEO and their revenue-critical C-Suite teams, and produce events including RevvedUP 2025. For more information, please visit https://www.h2klabs.com

To join Revenue Room™ Connect, please visit https://info.h2klabs.com/revenue-room-connect-information-request

  continue reading

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