GenAI's future.

Startup deaths.

Physical AI. 

 

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April 4, 2026

Hi there, 

 

Here is this week's top research. 

ICYMI
 
CB Insights GenAI Signal Tracker

Among emerging genAI startups, visual model developer Black Forest Labs now holds the highest Mosaic score (938 out of 1,000), a signal of private company momentum and its likelihood of success. Track other emerging generative AI startups, shifting markets, and breakout opportunities with our dynamic signal tracker.

Screenshot 2026-04-03 at 12.40.49 PM

The physical AI models market map: Behind the arms race to control robot intelligence

Using predictive signals from CB Insights, we mapped 70+ companies developing data infrastructure, AI models, and observability tools that bring intelligence to the physical world.

The-physical-AI-models-market-map-7-e1769107169914-913x1536
What’s next for AI agent ROI?

Enterprises are struggling to measure the ROI of AI agents, creating demand for infrastructure focused on performance visibility, context management, and cost attribution. Using CB Insights’ predictive signals, we identify the top agent infrastructure markets primed for growth as adoption shifts from experimentation to production.

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Book of Strategy Maps: The companies building tomorrow’s AI ecosystems

We map the 50 public companies most active in AI partnerships, and the strategic shifts their moves reveal for 2026.

Screenshot 2026-03-13 at 3.35.36 PM
The top 9 reasons startups fail

From running out of cash to legal troubles, we break down the top 9 reasons for startup failure by analyzing 400+ post-mortems.

StartupFailures2026-TopReasons-3-880x1082

Customer-Exclusive Research

 

5 AI agent predictions for 2026

As agents delete work and win labor budgets, the bottleneck shifts from building them to deploying, securing, and scaling them. CB Insights’ signals reveal the markets capturing that value in 2026.

CustomerServiceAIAgentsMarketShare-022026-2-1-1017x1024

3 predictions for insurtech in 2026: Insurance incumbents risk falling behind

Insurance executives face a clear tech imperative as AI execution separates winners from the rest.

AI-agent-bets-signal-opportunities-for-insurance-distribution-channels-CB-Insights-2-1024x1012

Have a great weekend.

 

I love you. 

 

Anand

@asanwal

Co-Founder & Exec Chair

 

P.S. Want to get ahead of where venture is heading in 2026? Register for our State of Venture briefing. 

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