Sentious

Intelligence that Propels

Research-grade intelligence for frontier AI.

Sentious builds robotics, frontier research, and tooling knowledge that frontier labs run on, sourced and reviewed by researchers who understand the domain.

Trusted by research and engineering teams across frontier AI

  • Northstar
  • ARC LABS
  • Berkeley Research
  • Meridian
  • HAWTHORNE
  • Frontier AI

Areas of focus

01 / 05

Robotics

Sensorimotor datasets and embodied evaluation environments for agents that act in the physical world, not just answer in text.

02 / 05

Domain-specific datasets & benchmarks

Built for the specific failure modes generic benchmarks miss — regulated, technical, and high-consequence domains.

03 / 05

Model behavior research

Systematic study of how frontier models reason, fail, and drift — the evidence behind every dataset we build.

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04 / 05

AI infrastructure & tooling

The pipelines, labeling tools, and eval harnesses that turn research findings into repeatable measurement.

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05 / 05

RL environments & agent evaluation

Interactive environments that measure how agents actually behave under real task pressure, not just static scoring.