Generative AI adoption has outpaced traditional security controls. To regain data sovereignty, enterprise leadership cannot rely on automated vulnerability scanners. It requires deep architectural mapping.

365 Architect executes a strict, four-phase methodology over 14 days to map your shadow AI footprint, quantify your IP leakage, and engineer a Zero-Knowledge local AI infrastructure.

Phase 1: Discovery & Shadow AI Mapping (Days 1-5)

We begin by bypassing the assumptions of your Acceptable Use Policies to uncover where your data is actually flowing.

API Sprawl Identification: Auditing unauthorized or orphaned API keys connecting internal systems to public LLMs (OpenAI, Anthropic, etc.).
Endpoint & Extension Mapping: Identifying unsanctioned browser extensions and local AI wrappers deployed by individual developers.
RAG Pipeline Assessment: Evaluating existing Retrieval-Augmented Generation flows for excessive permission scopes and internal data oversharing.

Phase 2: Vulnerability & Compliance Analysis (Days 6-10)

Once the data flows are mapped, we quantify the business and regulatory risk.

Prompt-Layer Exfiltration Analysis: Determining if proprietary code, PII, or financial data is being transmitted in plaintext without tokenization.
Regulatory Gap Assessment: Mapping active data flows against the strict requirements of GDPR Article 28, the EU AI Act (August 2026 deadline), and HIPAA BAA requirements.
OWASP LLM Evaluation: Testing your current deployments against the OWASP Top 10 for Large Language Models, specifically targeting Sensitive Information Disclosure.

Phase 3: The Zero-Knowledge Blueprinting (Days 11-13)

Diagnosis without a cure is useless. We engineer the specific architectural interventions required to stop the leakage without destroying your team's productivity.

Local LLM Orchestration Design: Mapping the transition from public APIs to sovereign, on-premises or private-cloud AI models.
Smart Redaction Architecture: Designing real-time prompt tokenization and automasking layers that sit between the browser and the model.
Immutable Audit Logging: Structuring prompt-level logging requirements to satisfy regulatory evidence requests.

Phase 4: Executive Delivery (Day 14)

We bypass middle management and deliver the unvarnished truth directly to technical leadership.

The Threat Matrix Report: A brutal, clear-eyed presentation of your current vulnerabilities.
The Engineering Roadmap: The step-by-step architectural blueprint to transition your enterprise to a Zero-Knowledge AI posture.

The 14-Day AI Data Sovereignty Intervention