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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.

4x4-TETRA Deep Tech Matrix™

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