RQ1: SIGMOD

Autonomous & Compliant Schema Mapping

Autonomous and Compliant Schema Mapping in Enterprise Data Meshes via Cascading Agentic Routing. We present a rule-based validation framework that ensures 100% audit readiness through continuous compliance monitoring.

Boardroom Brief

Strategic Problem

Autonomous AI often prioritizes goals over constraints, leading to 'hallucinated' compliance that fails audits.

Technical Solution

Structural Orthogonality via a Security Firewall separates the Negotiator (Strategy) from the Validator (Law).

Business ROI

Physical separation enables Zero-Trust Automation in high-risk sectors (Finance, Healthcare).

Architecture Simulation

SIM_ID: DASA_ORTHO_009

We define the Orthogonality Constraint $\Omega$ as the set of non-intersecting logic gates between the economic utility function $U(x)$ and the regulatory boundary $R(x)$ .

\Omega = \{ x \in \text{Agents} \mid \text{path}(U) \cap \text{path}(R) = \emptyset \}

System Nominal

Economic Negotiator

Compliance Validator

Performance Benchmarks

Validation Throughput (Req/Sec)

Manual Audit1.2 R/s

DASA Automated850 R/s

False Positive Rate (%)

LLM Direct12.5%

Orthogonal Validator0.05%

Case Study: DORA Compliance-as-Code

We applied the **Orthogonal Architecture** framework to automate EU DORA (Digital Operational Resilience Act) article validation. A structural Firewall separates **Operations Strategy (Negotiator)** from **OPA Gatekeeper (Validator)** restricting unauthorized infrastructure mutability.

SOVEREIGN PROOF

Intellectual Property of Custom Systems

Repository

SSRN Abstract