
IA STUDIO was founded in 2025 by A. Ikraam, an independent researcher working in the scientific and digital documentation of numismatic and cultural-heritage objects.
The initiative developed through object-based investigation combining close observation, digital documentation, interdisciplinary consultation, and independent laboratory analysis where appropriate.
Project 001 — The 1834 William IV Sixpence — provided the first documented case study through which this research approach was publicly established. The investigation later contributed to the development of the IA STUDIO Hybrid Reasoning Framework, a structured analytical workflow designed to maintain a clear distinction between measured evidence and interpretive support.
IA STUDIO continues to operate according to the same guiding principles: physical evidence, independent scientific verification where feasible, transparent documentation, and human-supervised interpretation.
Record Note
Founded 2025
Project 001 publication: November 2025
Hybrid Reasoning Framework — Edition 1.1 released January 2026
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