Your model may pass the benchmark, but does it perform in the real world?
Meet Dscout Ground Truth.
Dscout’s mission has always been to build a more human tomorrow. In the AI era, that mission matters more than ever.
As models grow more capable, they face mounting scrutiny for drifting from human goals and values. To keep them aligned, teams need real human judgment to guide how models are trained, evaluated, and monitored. But the reality is, most models are born in controlled environments that can’t account for the messy real world where they’ll ultimately live.
That’s why we created Dscout Ground Truth (DGT). We capture genuine human-AI interactions in context and turn them into machine-ready, high-fidelity datasets, so labs can build models that are more useful, less harmful, and better aligned with human judgment and goals.
For the past year, we've partnered with leading frontier AI labs to close the gap between internal benchmarks and real-world performance. We’ve delivered hundreds of thousands of tasks and millions of annotations that surpass rigorous quality standards on demanding timelines.
Ground Truth rests on a foundation fortified over the last decade, including millions of participants, research-grade tooling, and a deep commitment to partnership. We’re supercharging this with powerful agentic systems and deep industry technical expertise.
If you’re on a mission to make AI that not only scores well on a benchmark,
but also works well for real people,
reach out. Let’s partner to build a more human tomorrow.
