# Thielos > Thielos Labs is an applied AI lab focused on primary research. We develop proprietary, fully automated primary research systems for consulting and investment teams working on questions beyond the published record. ## For experts - [Expert participation reference](https://thielos.com/reference/expert-participation.txt): Invitations, verification, onboarding, screening, payment, confidentiality, and employment. - [Experts](https://thielos.com/experts): Official expert information, outreach-domain checker, and frequently asked questions. ## Company - [Company reference](https://thielos.com/reference/company.txt): Identity, research approach, founders, and official contacts. - [About](https://thielos.com/about): Founder profiles and backgrounds. ## For clients - [Client research reference](https://thielos.com/reference/client-research.txt): Proprietary research infrastructure, primary research, founders, and selected evaluations. - [Published research](https://thielos.com/research): Selected Thielos research. - [People Search evaluation](https://thielos.com/research/people-search-benchmark): Results and methodology for the October 21, 2026 evaluation on Exa’s benchmark. - [Request access](https://thielos.com/contact): Contact the team about research.