
The Alternative Data Podcast The Ideate Capital Episode
29 snips
Mar 15, 2025 Tom Liu, Founder of Ideate Capital, is an alternative data expert with a rich background in hedge funds and private equity. He discusses the transformative role of alternative data in corporate settings and the synergy with AI. Liu shares insights on how private equity firms are evolving through data integration, while also highlighting innovative strategies like web scraping and credit card data in investment analysis. The conversation includes challenges in monetizing alternative data and the future potential of AI in revolutionizing business models.
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AI Boosts Revenue by Automating Tasks
- AI-powered automation in repetitive tasks can significantly accelerate revenue cycles.
- For example, AI filling 80% of insurance forms cut turnaround from weeks to days, boosting revenue monetization 50–80%.
Use Web Scraping for Market Intelligence
- Companies should leverage web scraping for market intelligence on competitors, ads, and customer insights.
- This applies effectively for both B2B and B2C businesses today.
Diligence vs Portfolio Data Needs
- In diligence, historical alternative data matters, but in portfolio transformation, benchmarking live data suffices.
- Companies can use external data now to optimize pricing, marketing, and customer targeting without long data histories.
