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Period-over-period comparison of data infrastructure startup engineering acceleration. How has the sector's engineering momentum changed between Q4 2025 and Q1 2026?
Startups (Q1 2026)
12
Startups (Q4 2025)
12
Avg Velocity (now)
641
Velocity Trend
+58%
The free Acceleration Watch: five venture-backed teams accelerating on the engineering signal, translated into plain English — 21 to 47 days before the deck circulates. No code-reading, no card.