Professional Judgment
Long-form, rubric-graded tasks that mirror the real decisions made by senior professionals across finance, law, medicine, and consulting.
ReasoningLong contextProfessional services
Coverage across 8 professional domains
Training data with realExpertisebehind it.
evlo.ai builds and grades datasets across professional, technical, agentic, and multimodal work, so your models learn from people who actually do the job.
- 50K+
- expert-built tasks
- 1M+
- verified experts
- 30+
- covered domains
Why teams license from evlo.ai
The bottleneck in model quality is rarely the architecture, it is the data. We focus on the part that is hardest to fake: expert judgment.
- Built by practitioners
- Every task is authored by a verified specialist who does this work for a living, a clinician, an engineer, a lawyer, an analyst. Not crowd labour, not synthetic filler.
- Reviewed before it ships
- Each item is independently checked by a second expert and run through our automated quality gates, so what you receive is signal, not noise.
- Ready when you are
- Skip the months-long pipeline. Tell us the capability you want to move and we send representative samples the same week.
Dataset collections
Start from a ready collection or commission a custom set scoped to the exact capability you are trying to move.
Agentic Work
Multi-step tasks set inside realistic tool and file environments, measuring whether an agent can hold context and finish work end to end.
Tool useLong horizonAgentic
Workflows spanning engineering and operations
Grounded Retrieval
Open-ended questions that reward strategy, source navigation, and verification, and penalise confident guessing.
Web searchVerificationInstruction following
Multi-domain, real-world queries
Multimodal Reasoning
Tasks pairing text with documents, images, and structured data, built for models that need to reason across more than one input.
MultimodalDocument understandingStructured data
Mixed-format inputs and outputs
Domain coverage
Our expert network spans the fields where getting it wrong has real consequences, and where high-quality training data is hardest to source.
- 830
- Finance
- 590
- Consulting
- 530
- Law
- 250
- Medicine
- 200
- Data Science
- 100
- Education
- 80
- HR
- 40
- Accounting
Train on data that actually moves models.
Tell us the capability you care about and we will send representative samples, usually within the same week.