Terms of Service
Last updated: September 23, 2026 · Wanessa Labs
1. Purpose and Educational Scope
CertScroll is an open-access study engine, knowledge graph, and assessment platform designed to help learners and practitioners evaluate their mastery of artificial intelligence and cloud certification domains.
2. Disclaimer of Vendor Affiliation
CertScroll is an independent project by Wanessa Labs. Certification trademarks, exam names, and vendor marks (including AWS, Azure, Google Cloud, Meta, Databricks, and NVIDIA) are the intellectual property of their respective owners. CertScroll is not sponsored, endorsed by, or affiliated with these vendors. Practice questions are independently authored for cognitive reinforcement and are not actual vendor exam items.
3. Intellectual Property & Open Access
The concept taxonomy, cognitive scaffolding, and question synthesis are published under open licensing terms. Developers and autonomous AI agents are permitted to query and cite the public REST and MCP APIs subject to reasonable request hygiene.
4. "As Is" Warranty & Limitation of Liability
CertScroll is provided "as is" without warranty of any kind. While we rigorously benchmark concept accuracy and test answer explanations, we make no guarantee of exam passing results.
5. Contact
For inquiries or licensing questions, contact wanessalabs@gmail.com.