- Sunil Soares (Tavro AI)
- Sanjeev Varma (Tavro AI)
The following individuals are acknowledged for their significant contributions to the review and development of this document, listed alphabetically by last name:
| Key Contributor/Reviewer Name | Affiliation |
|---|---|
| Prasanna Kumar Akiri | Tavro AI |
| Raj Arumugam | Entergy |
| Venkata Atluri | USAA |
| Ashutosh Atre | Independent Contributor |
| Appal Badi | Independent Contributor |
| Val Calvo | AgFirst Bank |
| Madhuri Challapalli | Independent Contributor |
| Stan Christiaens | Collibra |
| Joe DeLuca | Independent Contributor |
| Karan Dhawal | ZS Associates |
| Yoshita Dhillon | Independent Contributor |
| Tony DiPerna | BankUnited |
| Mihir Dudhatra | Tavro AI |
| Kjetil Eritzland | Capgemini Norway |
| Abeda Essop | Sanlam South Africa |
| Kevin Ferry | Natixis Investment Advisors |
| Forrest Gilman | Independent Contributor |
| Pierre Gomes | BankUnited |
| Vikas Gupta | Hindustan Petroleum |
| Shawn Harbaugh | Citizens & Northern Bank |
| Ravindra Harve | Boston College |
| Mike Jennings | Independent Contributor (Formerly Walgreens) |
| Peter Kapur | CarMax |
| Michael Koegler | Market Alpha Advisors |
| Aditya Kongara | Independent Contributor |
| Manirajkumar Kotha | Tavro AI |
| Mmatseleng Lefike | Sanlam South Africa |
| Jiten Mehta | Independent Contributor |
| Gokula Mishra | OmniProAI (Formerly McDonald’s) |
| Fahad Moosa | Independent Contributor |
| Rahul Pandit | Tavro AI |
| Arpan Patel | Delta Community Credit Union |
| Nick Raad | Independent Contributor |
| Su Rayburn | Delta Community Credit Union |
| Shyam Rasaily | T. Rowe Price |
| Phani Rayudu | Walgreens |
| Khushboo Shah | Tavro AI |
| Doug Shannon | Independent Contributor |
| Jen Shomshor | Independent Contributor |
| Marti Smith | Independent Contributor |
| Bryan Swann | Independent Contributor |
| Liv Watson | Independent Contributor |
| John Yelle | Independent Contributor (Formerly DTCC) |
By contributing to this open-source specification, you represent that you are providing your input, code, or documentation in your personal capacity only. These contributions are not made on behalf of your employer or any other legal entity, and you are not acting as an agent of any entity.
Thanks for your interest in joining the Agent Metadata Specification Working Group. We’re building the open standard for Agentic Metadata together, and we’re excited to have you involved.
Here are the types of contributions we are looking for:
- Framework Improvements
- Documentation
- Research and Analysis
- Industry-specific agent metadata standards (e.g., healthcare, financial services)
Here’s how to get started:
- Visit the GitHub Repository https://github.com/TavroOrg/Agent-Metadata-Specification
- Join our Slack community https://tavro.slack.com/archives/C0A8HD7EAJX
- Email us at info@tavro.ai
If you provided a GitHub username, you may receive an invitation to collaborate shortly.
If you have any questions or ideas, feel free to jump into Slack and introduce yourself.
- Open an issue for questions
- Tag maintainers if needed
- Check existing documentation first