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AI Proficiency: A Baseline Skill

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On February 13th, the U.S. Department of Labor (DOL) released a national AI Literacy Framework. This voluntary blueprint is designed to prepare the American workforce for AI-enabled work, signaling a shift where digital proficiency is no longer an elective—it is a baseline requirement. For business leadership, the framework clarifies that literacy is defined not by the software you purchase, but by how your team is prepared to interact with it.

At the center of this new standard is Prompt Engineering. It is the critical skill that bridges the “Execution Gap” between having an AI tool and realizing verifiable mastery in a corporate environment.

Defining Literacy Through the DOL Lens

The DOL Framework defines AI literacy as a cohesive system of understanding how AI works, how to use it safely, and how to supervise its output. In high-stakes professions, this requires moving beyond “AI curiosity” toward Applied Workflows. Prompt engineering is the language of this interaction. It allows an attorney to move from generic summaries to generating high-fidelity, industry-specific work products that meet the company’s rigorous standards.

Moving Beyond "Software Instruction" to Verified Readiness

Fulfilling the DOL’s mandate requires more than giving a workforce a login; it requires a strategic partnership that builds human infrastructure. This is where our team of training experts jumps in alongside your team to operationalize every step of the national blueprint.

Rather than offering generic “how-to” sessions, we act as a fractional extension of your company, integrating directly into your strategy to deliver customized training for every AI tool in your stack.

How our experts equip a ready workforce:

  • AI Adoption Strategy Consulting: Change management and planning to guide implementation, including sponsor enablement (leadership alignment), communications strategy, learning plans, support structures, and success metrics.
  • Responsible & Effective Use of AI: A foundational session covering AI principles, approved tools and policies, responsible use, and how to evaluate and verify AI outputs.
  • AI Tool Training: Hands-on, in-context training that helps professionals apply approved AI tools in their real workflows while maintaining company standards.
  • Prompting for Better Results: Practical prompt engineering that teaches participants to set clear goals, provide context and sources, define expectations, and use repeatable frameworks and techniques to direct AI effectively and reduce rework.
  • Validating AI Output: A risk-based approach to supervising AI output—how to classify what AI produced, spot common failure modes, and apply practical validation moves.
  • AI Innovation Labs & Continuous Reinforcement: Facilitated workshops to explore and prioritize industry and department-specific AI use cases, supported by webinars, job aids, and self-paced resources that create an ongoing pathway for continued learning as tools evolve.

The Three Pillars of Modern AI Proficiency

To meet the national standard, an effective educational roadmap must focus on three domains:

  1. Critical Interaction (The Art of the Prompt): Mastering techniques that reduce “hallucinations” and ensure output is anchored in approved data.
  2. Strategic Supervision: Moving from passive acceptance of AI output to active, expert oversight and verification.
  3. Role-Based Application: Ensuring senior partners, associates, and staff master the specific prompting skills required for their actual day-to-day workflows.

A Call to Capability

The DOL AI Literacy Framework is a call to action to treat digital proficiency as a core capability, not a default skill set. By focusing on prompt engineering excellence, businesses can reclaim billable capacity, mitigate risk, and sustain a culture where professionals lead with technology rather than reacting to it.

At Alterity, we don’t just teach; we build the strategic roadmaps that turn innovation into a competitive advantage.
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About the Author
About the Author

Carolyn Humpherys

Senior Consultant

Carolyn is a Senior Consultant with over 20 years of experience. Her expertise in communications, facilitation, technical training, change management, and graphic design, coupled with three decades of experience in the legal industry, positions her as a highly skilled and leading consultant. Utilizing established methodologies in adult learning, change management, and evaluation, Carolyn assists firms in educating people and elevating performance. Her expertise is highly sought after by organizations looking for genuine transformation as they adapt to modern work practices.

Carolyn has an interdisciplinary degree in Organizational Communications, Graphic Design and Writing. Her professional certifications include: Prosci® Change Management; Kirkpatrick Four Levels® of Evaluation; ATD Consulting and Human Performance; and the University of Oklahoma Training & Development Program. A life-long learner, Carolyn dedicates time to researching and learning new technologies. Since the release of ChatGPT, her focus has included the responsible and effective use of Generative AI tools. Co-recipient of the ILTA 2016 Consultant of the Year award for her role in creating the Traveling Coaches Certified Legal Trainer Program, Carolyn has helped over 150 law firm trainers elevate their performance.

Carolyn collaborates closely with clients to craft strategies for a wide range of adoption initiatives such as cloud technologies like NetDocuments, iManage Work, Microsoft 365, Teams and Copilot; compliance topics like Security Awareness and AI usage; and organizational topics such as thriving cultures and information governance. Her focus is on crafting solutions that address the challenges that impact people and the organization.