Orbit AI Insights

Perspectives from operators and investors

Ideas, Frameworks, and
Hard-Won Lessons

Our team writes about what we observe across our portfolio, what we think about AI technology trajectories, and what we have learned from building and backing technology companies over the past fifteen years. We write what we actually think, not what we think founders want to hear.

Recent Articles
Fund Perspective

The Operator Advantage in Venture Capital: How a16z Redefined What Investors Can Do for Founders

February 5, 2026

Andreessen Horowitz proved that operators make better investors for certain categories of companies. We examine the a16z methodology in detail, the three structural pillars of the operator advantage, and what it means for AI-first founders choosing their seed partner in 2026.

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Investment Thesis

The AI Developer Tools Boom: Seed Investing in Cursor, Replit, Codeium, and the Next Wave

January 20, 2026

The AI developer tools category produced some of the fastest-growing companies in venture history. We examine what made Cursor, Replit, and Codeium exceptional, develop a six-dimension framework for evaluating the next wave, and identify the sub-categories we are most actively investing in for 2026.

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AI Infrastructure

The Infrastructure Layer of the AI Economy: Why We Are Doubling Down

December 10, 2025

After six years of investing in AI companies, we have a clear conviction: the infrastructure layer creates more durable value than the application layer in every major technology transition. Here is how we think about it and why it shapes where we write our biggest checks.

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Fund Perspective

What Operator Investors Actually Do Differently -- And What We Still Cannot Do

October 22, 2025

The "operator investor" label has become overused in venture. Everyone claims operational experience. We want to be specific about what our background actually enables us to do for founders, and honest about the areas where traditional pattern-matching investors have genuine advantages over us.

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Go-to-Market

The Enterprise AI Sales Motion: What Actually Works in 2025

August 14, 2025

Enterprise AI sales is not like selling conventional software. Procurement processes, proof-of-concept requirements, security reviews, and change management challenges create dynamics that generic enterprise sales playbooks do not adequately address. After watching 40 portfolio companies navigate this terrain, we have real data on what works.

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Competitive Strategy

Building Defensible Moats in the AI Era: Data, Distribution, and Workflow Depth

June 30, 2025

The most common question we get from founders is how to build a moat when foundation models are commoditizing rapidly. The answer is nuanced -- and requires founders to think carefully about which layer of the stack they actually own. We have seen three patterns emerge across our portfolio companies that are building genuine defensibility.

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Investment Criteria

How We Evaluate Seed-Stage AI Companies: Our Diligence Framework

May 8, 2025

We get asked regularly how we evaluate seed-stage AI investments. The honest answer is that our framework has evolved substantially over the past three years as the AI landscape has changed. Here is how we currently think about the six key dimensions of diligence for early AI companies -- and why we weight them the way we do.

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