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The AI Auditability Trap

Engineering the Handshake between Black-Box Innovation and Institutional Business

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THE PROBLEM

The Capital Black Hole

We have entered an era of Logic Debt. In 2026, 95% of AI initiatives fail to deliver a measurable business return because they cannot cross the “Handshake” into regulated business processes.

Founders optimize for Statistical Accuracy. Institutions require Deterministic Accountability. Faced with a “Black Box,” gatekeepers only rational move is delay.

PRINCIPAL STRATEGIST

Arik Shimansky

Arik Shimansky provides the clinical oversight for all Synaptic Quanta interventions. His methodology is derived from two decades at the intersection of technical logic and global finance.

  • Institutional Mass: Banking and finance career including being a Director in Sales at Citibank. Managed multi-asset sales to financial institutions across the EMEA region and structured first-in-kind complex transactions. He understands the internal risk-models and procurement filters that enterprise deals need to pass.

  • Scientific Rigor: Degrees in Maths, Physics, and a Master of Science in Quantum Chemistry. Strong scientific rigour and logical thinking in organising complex systems into clear principles.

  • Operational Context: Former Head of Sales at Everimpact. Direct experience in scaling AI-driven climate-tech solutions into institutional markets.

He dentifies the logic-gaps that prevent Series A/B ventures from achieving institutional certainty.

METHODOLOGY

Shifting the Burden: From Algorithm Validation to Parameter Verification

We don’t ask the Board to trust the AI’s “Mind.” We engineer the Symbolic Layer that allows them to verify the AI’s Evidence.

We provide the Deterministic Logic Specification (DLS)—the technical blueprint required to satisfy regulations like IFRS S2, Basel IV, and Article 14 of the EU AI Act.

THE INTERVENTION

    • The Diagnostic Audit (120 Minutes):

      A clinical triage to identify the “Logic Debt” stalling the transaction. Fee: €2,500.

    • The Structural Realignment (48 Hours):

      A high-intensity sprint to architect the DLS and bank-proof the venture’s narrative. Fee: €15,000.

Why Choose Synaptic Quanta?

Clarity from Complexity

Synaptic Quanta offers a unique combination of market experience, rigorous analysis, and generation of clear narratives and insights into complex ventures 

Contact us and discover how we can bring clarity to your venture

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aryeh@synapticquanta.com

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