# Research for reasoning agents.

We’re building the data and environments for AI to learn the judgment behind complex professional work.

> Meter is an applied AI research company developing the data and environments behind domain-specific agents. Join the beta waitlist.

Research themes: reasoning agents. long-horizon tasks. domain intelligence.

Join the beta waitlist: Research updates and beta invitations.

Our work · Research · Research areas

## Building the foundations of expert intelligence.

Professional expertise takes years to develop. We’re building the training foundations to bring that judgment into AI, across disciplines and beyond isolated tasks.

### Task datasets

Context-rich examples of expert work: source material, decisions, constraints, and reference outputs.

### Execution environments

Realistic tools and application state for learning complete workflows, including the exceptions and recoveries.

### Evaluation criteria

Feedback grounded in source evidence, domain standards, and the quality of the final work.

## Intelligence across disciplines.

We’re pursuing agents that can reason across the demands of finance, law, security, and professional practice.

### Financial reasoning

Financial models, reconciliations, and analysis grounded in source data.

### Legal interpretation

Contract analysis, obligations, and reasoning over referenced clauses.

### Security & compliance

Control mapping, security reviews, and SOC 2 evidence.

### Privacy & health

Data flows, privacy requirements, and HIPAA evidence.

### Workforce operations

Employment policies, people processes, and operational decisions.

### Tax & public funding

Tax positions, grant eligibility, and supporting documentation.

## Help shape what agents learn next.

Join the beta waitlist for research updates and invitations to work with Meter.

Join the beta waitlist at https://meterlabs.ai/#request

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Meter is an applied AI research company developing training data, task environments, and evaluation criteria for domain-specific agents.

© 2026 Meter — https://meterlabs.ai

Applied AI research.

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