Technical Potential is not Institutional Readiness
Brilliant technical solutions often pass the pilot phase but fail the final Board approval. The reason is simple: Founders build for accuracy, but institutions buy accountability.
A Bank Director or a Chief Risk Officer will not sign off on a “Black Box” they don’t understand, no matter how well it works. Faced with a risk they cannot audit, their only safe move is a slow “No.”
This Defensive Blindness kills your sales velocity, bleeds your run rate, and triggers massive haircuts on your valuation.
I don’t offer general “advice.” I transform you business logic by performing a Structural Realignment.
I architect a Real-Time Auditor for your AI. This is a symbolic layer that sits on top of the algorithm and monitors its decisions against your Board-approved policies.
If the AI’s logic drifts outside your pre-set boundaries—such as pricing below cost or violating a debt covenant—the system triggers a Deterministic Halt. We move the human from “guessing what the AI did” to “auditing the evidence the AI provided.”
From “Pilot Purgatory” to Production
I act as the “Sense-Maker of Last Resort”. When a transaction is stuck in the final audit, a portfolio is facing a capital haircut, or a deal is stuck in pilot phase forever, I identify the logic fracture and provide the fix.
I provide the Deterministic Logic Specification (DLS)—the blueprint that shows the institutional stakeholders exactly how to audit the results. I don’t need months to learn your business; I am here to verify its integrity and move the deal to “Done.”
The Diagnostic Audit (120 Minutes):
A clinical look at why your deal is stuck. I identify the specific “Logic Debt” preventing sign-off and provide a clear “Go/No-Go” report. Fee: €2,500
The Structural Realignment (48 Hours):
A high-intensity sprint to architect the Fiduciary Interface. I provide the implementation roadmap for your engineers and the auditable evidence your buyers need to see. Fee: €15,000
Aryeh combines the analytical rigour of an MSc in Quantum Chemistry with two decades of institutional experience at Citibank in London and Investec Bank.
He specialises in the deconstruction of complex logical failures to unfreeze capital-raising and enterprise sales. He is the architect of the Symbolic Handshake Protocol, connecting emerging technology to existing regulated business processes
