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How to address the Principal– Agent challenge by the Enterprise Action & Delegation Architecture ?
How does management know what its AI agents are doing, why they are doing it, what information they use, what authority they possess, what they produce, who is affected & who remains accountable? The Enterprise Action & Delegation Architecture makes delegation governable from strategy to action. > Enterprise Principal Architecture:
Dynamic Risk & Capital Safe-State Management
The important architectural shift with the banker's algorithm is to treat capital not as a largely fixed annual constraint that business units subsequently consume, but as a continuously recalculated scarce safety resource attached to risk-taking. 1. Assess Risk Change Determine how a material change like a new transaction,
The AI-era Banker Algorithm for an event-driven Safe-State Architecture
Traditional banking controls generally assume that actions occur at a speed at which limits, escalation processes & humans can intervene. Agentic AI changes that assumption. An action that is safe for an individual agent is not necessarily safe for the bank & an action safe for one bank may still
ISO9001 QMS Governance Reference Architecture
With this event-driven AI-ready QMS Assurance Architecture on three hierarchical levels, the process architecture becomes the audit architecture. Q1 Understand Context & Stakeholders Ensure the QMS remains aligned with organizational context & relevant interested-party requirements. Q2 Set Quality Strategy & Objectives Translate context & stakeholder requirements into measurable quality direction.