In science, chaos is only an illusion; what appears random is often the result of hidden parameters and missing coordinates.
This work introduces 4x4-TETRA Deep Tech Matrix™ (TETRA), a quantum‑inspired framework conceived and developed by Maria Ksenia Witte (Arise Innovations®).
Rooted in more than a decade of pattern recognition across laboratories, startups and investment portfolios, TETRA treats a deep tech venture as a state vector in superposition, with
- evidence,
- industrialization,
- market dynamics,
- governance,
- regulatory and
- capital constraints
acting as operators on this state.
The framework aligns these factors across time and technology readiness levels (TRLs), then reverses from an intended exit to derive a probability‑weighted roadmap.
This article discloses the conceptual foundation — the what and the why — while keeping the full process protected as intellectual property.
Includes applied minimal formalism for visualization.
