Andreas Ehstand

Independent researcher, methodology author and founder of AUGMANITAI and NEOMANITAI, the systematic terminology of human-AI interaction. 2025: 464-page specialist book on the division of labour between humans and AI (Amazon, self-published). 2026: BSFZ-certified research and development project under the German Research Allowance Act; BVMID Top-Experte 2026 (IT & AI); essay "One Missing Piece of Legacy: How Local AI Preserves a Founder's Judgment" in Private Wealth Voices (Prestel & Partner, July 2026, pp. 10-17); specialist articles on business-wissen.de. Core of the work: 25 gold-standard definitions (ISO 704), 400 dual-verified terms, curated core of roughly 9,400 entries; over 100,000 documented human-AI interaction turns (growing). Methodological transfer from twenty years of performance diagnostics in elite sport. Citation gateway: DOI 10.5281/zenodo.19691495. ORCID 0009-0006-3773-7796. https://augmanitai.com/autor/