Unstated

The data research company for revenue intelligence.

We build sales-focused data products and benchmarks for AI models.

Deep shadows and pale branches in a dense forest, photographed in black and white.
Photograph by Fletcher Coull.

Our mission is to unlock abundance by teaching models to generate revenue. Today, agents stumble at all steps of the process, and sales remains a human art form, just as it’s always been. Unstated curates domain-specific training data and evals to train AI models on B2B sales, an area where real-world data is unstructured and locked behind firewalls.

We focus our research efforts on three areas.

Sales execution

The process of turning latent customer demand into closed deals.

Sales optimisation

The process of optimising revenue funnels to increase velocity, conversion and throughput.

Revenue strategy

The process of creating and iterating company, product and pricing strategy to maximally satisfy demand.

We partner with enterprise and frontier AI builders to improve model capabilities.

Model improvement

We curate custom datasets for frontier labs and enterprise teams, tailored to improve model performance in sales and other revenue-generating work.

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Data partnerships

We help companies earn revenue by licensing commercial records for AI training and evaluation.

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Our research focuses on turning real commercial decisions into tasks that models can learn from and that we can evaluate.