Uploaded June 2026 | Updated September 2026, 3 weeks ago
What are the smartest investors in AI seeing before everyone else?
In this fireside chat, Jaya Gupta of Foundation Capital shares her perspective on the rapidly evolving AI landscape, from infrastructure and application startups to the changing economics of AI adoption. Drawing on insights from investing in companies across the AI stack, Jaya discusses where venture capital is flowing, how AI-native companies are competing with incumbents, and why new opportunities are emerging in industries that have historically been overlooked by software.
The conversation covers AI infrastructure trends, the rise of forward-deployed teams, token economics, the growing importance of ROI, and why curiosity and adaptability may matter more than experience in the age of AI. Jaya also shares advice for founders building the next generation of AI companies and explains how investors are evaluating opportunities in an environment where both technology and markets are changing at unprecedented speed.
Timestamps
00:00 Introduction to Jaya Gupta and Foundation Capital
01:40 AI Infrastructure vs. AI Applications
04:05 Where AI Infrastructure Opportunities Are Emerging
06:22 New AI Labs, Models, and Research Trends
07:10 Why AI Application Companies Are Back
08:00 The Rise of Forward-Deployed Teams
09:15 AI-Native Startups vs. Incumbents
10:06 Harvey, Legal AI, and Vertical Applications
12:14 “Experience Is a Tax” and the Future of Work
15:35 The Token Budget Wars
17:06 Why CFOs Are Now Asking About AI ROI
18:40 AI Spending, Productivity, and Business Value
19:18 Advice for Founders Building AI Companies
20:02 Untapped Markets and Industry Opportunities
21:03 Closing Thoughts
Key Takeaways
• AI infrastructure and application companies are both thriving, with investor sentiment shifting rapidly as model capabilities evolve.
• The most successful AI-native companies are combining powerful technology with deep domain expertise and forward-deployed teams.
• Enterprises are increasingly focused on measuring the ROI of AI investments as token costs become a meaningful budget line item.
• Curiosity, adaptability, and high agency are becoming more important than traditional career paths in a world shaped by AI.
• Large, underserved industries such as utilities, mining, procurement, and other vertical markets represent major opportunities for AI founders.
--
#AIStartups #VentureCapital #ArtificialIntelligence #FoundationCapital #AIAgents #AIInfrastructure #StartupAdvice #EnterpriseAI #JayaGupta #ArizeObserve
🔗 Try Arize AX & Phoenix OSS: arize.com
🔔 Subscribe for weekly content on LLMs, agents, and evaluation: youtube.com/@arizeai?sub_confirmation=1
What are the smartest investors in AI seeing before everyone else?
In this fireside chat, Jaya Gupta of Foundation Capital shares her perspective on the rapidly evolving AI landscape, from infrastructure and application startups to the changing economics of AI adoption. Drawing on insights from investing in companies across the AI stack, Jaya discusses where venture capital is flowing, how AI-native companies are competing with incumbents, and why new opportunities are emerging in industries that have historically been overlooked by software.
The conversation covers AI infrastructure trends, the rise of forward-deployed teams, token economics, the growing importance of ROI, and why curiosity and adaptability may matter more than experience in the age of AI. Jaya also shares advice for founders building the next generation of AI companies and explains how investors are evaluating opportunities in an environment where both technology and markets are changing at unprecedented speed.
Timestamps
00:00 Introduction to Jaya Gupta and Foundation Capital
01:40 AI Infrastructure vs. AI Applications
04:05 Where AI Infrastructure Opportunities Are Emerging
06:22 New AI Labs, Models, and Research Trends
07:10 Why AI Application Companies Are Back
08:00 The Rise of Forward-Deployed Teams
09:15 AI-Native Startups vs. Incumbents
10:06 Harvey, Legal AI, and Vertical Applications
12:14 “Experience Is a Tax” and the Future of Work
15:35 The Token Budget Wars
17:06 Why CFOs Are Now Asking About AI ROI
18:40 AI Spending, Productivity, and Business Value
19:18 Advice for Founders Building AI Companies
20:02 Untapped Markets and Industry Opportunities
21:03 Closing Thoughts
Key Takeaways
• AI infrastructure and application companies are both thriving, with investor sentiment shifting rapidly as model capabilities evolve.
• The most successful AI-native companies are combining powerful technology with deep domain expertise and forward-deployed teams.
• Enterprises are increasingly focused on measuring the ROI of AI investments as token costs become a meaningful budget line item.
• Curiosity, adaptability, and high agency are becoming more important than traditional career paths in a world shaped by AI.
• Large, underserved industries such as utilities, mining, procurement, and other vertical markets represent major opportunities for AI founders.
--
#AIStartups #VentureCapital #ArtificialIntelligence #FoundationCapital #AIAgents #AIInfrastructure #StartupAdvice #EnterpriseAI #JayaGupta #ArizeObserve
🔗 Try Arize AX & Phoenix OSS: arize.com
🔔 Subscribe for weekly content on LLMs, agents, and evaluation: youtube.com/@arizeai?sub_confirmation=1
