A data company's ARR jumped from $10M to $300M in 3 months as new frontier models shipped
menhguin · x · 2026-09-23
The author highlights a telling pattern: a niche data company grew ARR from $10M to $300M in three months, and the answer to 'why' is always that newly released frontier models happened to unlock exactly that capability. Each new model capability spike creates a fresh wave of demand for high-quality training and eval data. The author is also recruiting participants for a 'mysterious and lucrative' data pipeline.
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