# Alyron

> Alyron builds reinforcement learning environments from enterprise workflows, with connected tools, realistic tasks and verifiable outcomes.

Alyron's research work includes Delta, an evaluation system for training and transfer; TDG Arena (The Delta Grounds), an internal RL arena; a catalogue of public benchmarks; and an SFT/RL post-training programme. These are research projects, not claims of measured benchmark improvements.

Canonical website: https://www.alyron.ai/

## For AI labs and model developers

Alyron develops task environments for training and evaluating agents on document and tool workflows:

- Connected tools for finding evidence, updating records and acting across company systems.
- Resettable task state and outcome verification.
- Evaluations that check supporting evidence and unintended changes.

Lab enquiries: https://www.alyron.ai/labs

Alyron also reviews licensed enterprise data for training and evaluation:

- Enterprise datasets that preserve relevant context and source relationships.
- Task-specific post-training examples with reviewed answers and supporting evidence.
- Separate evaluation sets with clear criteria for measuring model performance.

Dataset enquiries: https://www.alyron.ai/contact

Research direction: https://www.alyron.ai/research

Enterprise model and agent evaluations: https://www.alyron.ai/evals

## For companies

Alyron reviews potential data partnerships with companies that control operational records. Relevant categories may include company email and messages, documents, contracts, customer and job records, support tickets, spreadsheets, reports, project files, and connected workflow history.

Companies keep their original records. Any proposed scope and price are reviewed before an agreement. A quote is not guaranteed, and Alyron reviews rights and restrictions before asking to receive records.

Company data partnership intake: https://www.alyron.ai/data

Company data licensing readiness check: https://www.alyron.ai/companies/data-readiness

Practical guide to company data licensing for AI: https://www.alyron.ai/guides/sell-company-data-ai

Operational data licensing checklist: https://www.alyron.ai/guides/operational-data-licensing-checklist

Guide to public AI data partnership companies and programs: https://www.alyron.ai/guides/ai-data-partnership-companies

Company data licensing resources: https://www.alyron.ai/resources

Technical testing and inspection data licensing: https://www.alyron.ai/companies/industries/testing-inspection

Freight and logistics data licensing: https://www.alyron.ai/companies/industries/logistics

Field and facility service data licensing: https://www.alyron.ai/companies/industries/field-service

Automotive service and repair data licensing: https://www.alyron.ai/companies/industries/automotive-service

Referral process for advisers and investors: https://www.alyron.ai/partners

## Contact

AI dataset enquiries: hello@alyron.ai