The next frontier of human data
Aelven is an agent-native human data company creating new classes of human data at exceptional quality and scale.
With intelligent tooling, we empower experts to produce rich, consistent data that captures judgment, context, correction, and intent across proactive collection initiatives and custom data programs for AI labs.
Our engineering-led model means every data program gets purpose-built interfaces, instrumentation, and quality loops tailored to specific data needs.
A new production model
Aelven focuses expert attention where it matters most.
Our agent-native tooling surrounds experts with the systems needed to create, review, refine, and quality-check high-context data with speed and consistency. Each task strengthens the workflows, standards, and interfaces behind the next one.
Exceptional people, intelligent systems, and compounding quality loops are at the core of the Aelven production model.
New classes of human data
Aelven proactively creates human data that has never been captured before.
We capture workflows and permissioned life-context data in real-world environments, surfacing the hidden structure inside human behavior and transforming it into datasets frontier AI systems can learn from.
Future AI systems will need to understand people across time, goals, tools, environments, and actions. Aelven is building the data layer to support that future.
Measure what the frontier still misses
Aelven is building benchmarks for emerging capabilities: understanding goals over time, using context across modalities, handling ambiguity, and recovering from mistakes.
Building the future together
Aelven is hiring builders and experts who want to help create the next frontier of human data.