DX STRATEGY
Service 03

From "Safe to Use" to "Strategic to Use." Designing an Enterprise AI Control Framework.

In enterprise-wide deployment of generative AI, "fear of risk" is the single largest brake. DX Strategy designs AI Governance frameworks that are neither overly conservative nor blind to regulation, ethics, and security. Not "governance that prevents use" but "governance that lets you confidently go on the offensive."

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Are You Facing These Challenges?

01

The "Fear of Risk" Wall

Information leakage, hallucination, copyright infringement, bias - fear of risk freezes AI deployment altogether.

02

Unrules-Governed Front-Line Use

Officially banned, yet on the ground employees feed business data into personal ChatGPT accounts. The Shadow AI problem.

03

Opaque Regulatory Compliance

EU AI Act, Japan AI Guidelines, sector regulations - no one can tell what to comply with or to what extent. Legal, IT, and business units are not aligned.

Integrated Design of Defense and Offense

Governance is the accelerator of AI deployment, not the brake. By clearly defining the usable scope, the whole organization can deploy AI with confidence.

Phase 1

Current-State Assessment

Inventory of actual AI usage (including Shadow AI), risk assessment, gap analysis against regulatory requirements. Submit report to executives.

2-3 Weeks
Phase 2

Policy Design

Design the AI usage policy, data-classification standards, risk-assessment framework, incident response flow, and approval process.

3-4 Weeks
Phase 3

Technical Guardrail Implementation

Technical implementation: prompt-injection defense, PII detection, output filtering, access control, and audit logging.

1-2 Months
Phase 4

Operations, Training, and Adoption

Enterprise-wide AI literacy training, department-specific guidelines, and the establishment of regular review cadence.

1-2 Months

Deliverables

AI Usage Policy

Enterprise-wide AI usage rules. Covers data classification, prohibitions, approval flow, and incident response.

Risk Assessment Matrix

Use-case-by-use-case risk-level adjudication framework. Comes with Go/No-Go criteria.

Technical Guardrail Design Document

Technical specifications and implementation guide for prompt defense, PII detection, and output filtering.

Audit Dashboard

Real-time visualization of AI usage status, risk incidents, and compliance posture.

Training Program

A three-tier AI literacy curriculum: executive, manager, and general-employee tracks.

Regulatory Compliance Checklist

Status checklist against the EU AI Act, domestic guidelines, and sector regulations.

Shall We Turn AI Governance Into Offense?

In a complimentary Initial Discussion we organize your actual AI usage and risks, then convey the direction for governance design.

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