Snowflake's $33B IPO, Databricks' $43B valuation, and dbt Labs' $222M Series D are not coincidences. They are the product of specific structural patterns that any serious Seed investor in data infrastructure must understand.
Five high-conviction calls for 2026: Amazon reframes the enterprise AI narrative, the vibe coding security crisis arrives, CISA's coordination vacuum gets exploited, AI pentesting hits the wall, and right-sized models win.
Wiz hit $10B in three years. Snyk reached $8.5B on developer-led growth. Orca introduced agentless cloud security. CrowdStrike proved architecture beats brand. Here is what these outcomes mean for the next generation of cybersecurity Seed bets.
Why the next wave of enterprise data infrastructure will be shaped by consolidation pressure, category convergence, and the rise of the AI-native data stack. The fragmented tooling era is ending.
The Gartner category cycle has become an acquisition pipeline. Too many cybersecurity startups optimize for acquisition signals over product execution. Here is how the game works and what real execution looks like to a disciplined investor.
Despite crowding at late-stage and growth-round levels, the identity security market at Seed stage remains structurally underinvested and deeply misunderstood by generalist VCs who focus on the wrong layer of the stack.
Training captured the first wave of AI infrastructure investment. Inference optimization, serving, and caching will define the second wave and yield significantly better returns for early investors.
For years, data governance was treated as a cost center, a defensive investment against regulatory risk. A new generation of tooling is turning governance into a direct contributor to product quality and revenue.
AI's relationship to cybersecurity is best understood through two lenses simultaneously: as a weapon that industrializes attacks and escalates the arms race, and as unmapped terrain demanding continuous exploration and adaptive defenses.
SolarWinds changed the enterprise security conversation permanently. Three years later, software supply chain security remains deeply fragmented with no clear category leader. We explain why we believe this creates the most compelling Seed investment opportunity in cybersecurity today.
