AI Competency Framework: What Should Each Role Know?

Understanding the Issue

Three levels work well: basic (everyone — what AI is, data rules, escalation), intermediate (regular users — tool proficiency, verification, risk awareness), and advanced (oversight roles — assessment, policy, incident management).

This is a concern that affects businesses of all sizes. Small businesses may face higher relative impact because they have fewer resources to recover from AI-related problems. Understanding the issue is the first step toward managing it effectively.

Defining Competency Levels

Basic level (all employees): understand what AI is, know your company's AI policy, follow data handling rules, recognize when to escalate concerns. Intermediate level (regular AI users): proficiency with specific tools, ability to verify outputs, awareness of common risks, understanding of when AI is and isn't appropriate. Advanced level (oversight roles): ability to conduct risk assessments, policy development skills, incident management capability, regulatory knowledge.

Map each role in your organization to one of these levels.

Role-Specific Requirements

Customer service: chatbot management, escalation protocols, customer communication about AI. Finance: data handling, accuracy verification, audit trail maintenance. Marketing: content disclosure, copyright awareness, brand consistency. Management: oversight skills, governance responsibilities, strategic AI decisions. HR: fair use in hiring, employee privacy, training coordination.

Customize these examples for your specific business and roles.

Assessment and Development

For each competency level, create simple assessments: practical scenarios that test understanding, not memorized facts. Identify gaps between current competency and target level. Create development plans to close gaps through training, mentoring, and practice.

Review competency requirements annually as AI tools and regulations evolve.

This article is for informational purposes only and does not constitute legal advice. Regulatory requirements change frequently — verify current rules with official sources. Built by Sawai Gyoseishoshi Office, Hiroshima, Japan.