The New Frontier of Inequity: Why AI Literacy Is Non-Negotiable for First-Gen Leaders

by | Dec 25, 2025 | Artificial Intelligence (AI), Female Leadership

A 2025 McKinsey report shows a crippling AI encouragement gap for women. To be discouraged from AI is to be discouraged from future leadership. Executive Insider’s RISE Fellowship is the direct response, holistically infusing AI mastery across its pedagogy to make sure first-gen leaders are AI literate.

According to the Women in the Workplace 2025 report, corporate commitment to gender equity is eroding just as a new, decisive barrier is emerging—the AI divide (Krivkovich et al., 2025). This is an active restructuring of the workplace that threatens to cement existing inequities for a generation. For first-generation female professionals (FGPs), the data shows a critical inflection point: mastery of artificial intelligence is no longer a technical specialty; it is a core component of leadership literacy and career survival.

The McKinsey report uncovers a major encouragement gap. At the entry level, only 21% of women are encouraged by managers to use AI tools, compared to 33% of men. This early divergence is catastrophic. The report notes that when employees are encouraged to use AI, they are over 50% more likely to do so, directly accelerating their skill acquisition and visibility. This isn’t just about missing a tool but about being systematically excluded from the new language of productivity, strategy, and innovation.

For the first-gen professional, this gap is compounded. Without inherited networks of tech-savvy mentors, we rely on structured, organizational support for skill development. When that support is biased or absent, the chasm widens exponentially. The report confirms that women, already grappling with the “broken rung” and a sponsorship desert, are now at risk of being sidelined from the most transformative business tool since the internet.

The AI Gulf: From Disadvantage to Obsolescence

This AI encouragement gap creates a vicious cycle:

  1. Lower Encouragement → Lower Adoption → Growing Skill Deficit → Reduced Competitiveness for Promotions.
  2. This deficit is framed as a personal lack of initiative, instead of a systemic failure of support.

As AI reshapes roles, this early deficit doesn’t only stall advancement. It can render entire career trajectories obsolete. The report directly links managerial encouragement to AI use, and AI use to essential skill building. To be discouraged from AI is to be discouraged from future leadership.

The RISE Fellowship Response: Building AI Fluency into the Foundation

This precise, data-identified crisis is why AI is not a sidebar in the Executive Insider RISE Fellowship. It is holistically infused throughout our pedagogy across all four tiers. We translate the report’s alarming data into a proactive, mastery-based curriculum.

Our approach recognizes that for FGPs, AI cannot be another “thing to learn.” It must be the lens and lever through which all other professional skills are amplified and executed. This is how we close the encouragement gap by design:

  • In Tier 1 (Career Ownership): We teach Fellows to use AI for energy stewardship and reducing invisible labor. It’s about automating administrative overhead to reclaim mental bandwidth for strategic thinking.
  • In Tier 2 (Strategic Navigation): Fellows use AI to simulate high-stakes negotiations, map complex organizational networks, and refine executive communications. They build confidence in environments where they have historically received less live practice.
  • In Tier 3 (Leading with Impact): AI becomes a tool for modeling sustainable team practices, prototyping systemic solutions, and measuring the enduring impact of their leadership—validating their work in data-driven terms.
  • In Tier 4 (Community Builders): Graduates learn to leverage AI to scale their mentorship, amplify their advocacy, and safeguard their own sustainability as they reinvest in the next generation.

We equip Fellows not just to use AI, but to command it. To understand its biases, to prompt it strategically, and to wield it as a tool for personal agency and systemic change. This is the antidote to being passive subjects of technological shift; it is how we become its architects.

Your Move: From Targeted to Technologically Sovereign

The corporate landscape might be deprioritizing structured support, but the imperative for AI fluency is only intensifying. The choice is clear: accept the growing disadvantage documented in the report, or proactively build the skill that will define the next era of leadership.

The RISE Fellowship is built on this frontier. It is a direct, evidence-based intervention into the AI encouragement gap. Here, you are not just encouraged—you are required, trained, and empowered to integrate AI into every facet of your professional identity. You will gain the literacy to dissect its biases, the practical skill to deploy it for leverage, and the strategic vision to make sure it serves your goals.

The McKinsey report reveals a system preparing to leave women, especially first-gen women, behind in the AI revolution. Our mission is to see to it that you are not left behind—you are leading it. The most powerful way to close a gap is to build a bridge so advanced that it redefines the landscape. Your future leadership depends on your technological sovereignty. And your resilience will get you there.

Sources

Krivkovich, A., Goldstein, D., & McConnell, M. (2025, December 9). Women in the workplace 2025 [Report]. McKinsey & Company and LeanIn.org. https://www.mckinsey.com/capabilities/people-and-organizational-performance/our-insights/women-in-the-workplace

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As co-founder of Executive Insider, Torah Bontrager brings a unique blend of entrepreneurial, nonprofit, and AI expertise to her work, focused on overcoming the challenges faced by first-generation professionals (FGPs). She architects the holistic infusion of artificial intelligence throughout the RISE curriculum's pedagogy. As co-founder of Executive Insider, May Teo is an educator, mentor, and curriculum designer dedicated to advancing the careers of First-Generation Female Professionals. She leads the development of the RISE curriculum, a multi-tiered leadership pathway that equips women to transition from survival mode to visible, impactful leadership.

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The Cohort-Based RISE Fellowship

Our 18-month RISE Fellowship is a four-phase journey that transitions FGPs from career survival to sustainable leadership and legacy. Through sequenced curricula in Career Ownership, Strategic Navigation, Leading with Impact, and Community Building, we provide the critical support needed at every stage of a first-generation female professional's career.

Our fellowship is not a one-time course but a sustained journey. Each tier builds upon the previous to facilitate lasting transformation.

GOAL: TRANSITION FROM GRATEFUL WORKER → CAREER CEO

Tier 1: RISE Foundation Curriculum (Career Ownership)

This 90-day tier equips FGPs with the confidence, tools, and energy strategies to claim ownership of their careers. Every module leverages AI, teaching Fellows how to use artificial intelligence for energy stewardship and to reduce invisible labor.
GOAL: TRANSITION FROM EARLY PROFESSIONAL → STRATEGIC NAVIGATOR

Tier 2: RISE Advancement Curriculum (Strategic Navigation)

This 90-day tier equips FGPs to navigate politics, gain sponsorship, and practice strategic visibility in professional arenas. Every module leverages AI, teaching Fellows how to use artificial intelligence to simulate high-stakes environments, analyze complex networks, and refine strategic communication to build confidence before real-world execution.
GOAL: TRANSITION FROM STRATEGIC NAVIGATOR → VISIBLE LEADER WHO SHAPES SYSTEMS

Tier 3: RISE Leadership & Legacy Curriculum (Leading with Impact)

This 90-day tier equips FGPs to embrace leadership roles, mentor others, and design careers with lasting impact. Every module leverages AI, teaching Fellows how to use artificial intelligence to refine their leadership voice, model sustainable practices, and prototype systemic change, validating that their impact is both profound and enduring.
GOAL: TRANSITION FROM LEADER → TRAILBLAZER & COMMUNITY BUILDER

Tier 4: RISE Trailblazer Alumni Curriculum (Community Builders)

This 90-day tier equips FGPs to serve as mentors, advocates, and ambassadors who strengthen the ecosystem for future FGPs. Every module leverages AI, teaching Fellows how to use artificial intelligence to scale their mentorship, amplify their advocacy, and safeguard their sustainability, positioning their legacy to create a lasting cycle of empowerment for the next generations.

Fully-Funded by Our Generous Partners

Thanks to the support of our grantmakers and sponsors, the RISE Fellowship is offered at no cost to all selected FGPs, facilitating equitable access and opportunity for every Fellow.

Program Impact

The RISE Fellowship is designed to deliver a measurable return on investment, transforming communities and individual careers and strengthening the talent pipeline with first-generation women (FGPs). Our layered evaluation strategy tracks both quantitative and qualitative outcomes, so we capture the full depth of each Fellow's journey through the 18-month pathway.

Cross-Tier Impact & Economic Mobility Metrics

Within one year of completing their Fellowship, we project that our Fellows will achieve tangible career milestones that directly contribute to closing the wage and opportunity gap:

Promotion & Raise Rate: Over 50% of Fellows will report a promotion, significant raise, or transition to a more advanced role.

Network Growth: 70% will report a measurable strengthening of their professional support network.

Confidence in Advocacy: 85% will report increased confidence in negotiating salary, promotions, and scope of work.