AI Workforce Consortium

AI Workforce Playbook

AI Workforce Playbook 2025

  • Comprehensive insights
  • Actionable frameworks​
  • Practical strategies ​
  • Best practices via industry examples​

AI Workforce Playbook 2025​

A comprehensive guide designed to help organizations navigate the integration of AI into their workforce, offering best practices and actionable strategies, to ensure successful adoption.

AI Skilling Toolkit​

A toolkit designed to provide organizations with ready-to-use assessments, guides, and benchmarks to support AI workforce development

Cisco AI Infrastructure Learning Journey: Global Multi-Level AI Education at Scale

Organization name:
Cisco Systems, Inc. 

Sector and region:
Technology/Education (Global, with concentrated focus on Europe/Middle East/Africa)

Persona focus:
Builder (primary), Enabler (secondary) 

4E stage:
Engage → Explore → Experience → Embed 

 

Cisco Logo

Problem Statement

Network and IT professionals need comprehensive AI skills to design, build, and manage infrastructure that supports AI workloads, but traditional certification programs haven't evolved to address AI-specific requirements. Organizations struggle to find qualified professionals who understand both networking fundamentals and AI infrastructure needs, creating a critical skills gap in enterprise AI deployment. 

Solution Approach

Cisco's approach leverages its established Networking Academy infrastructure to deliver AI education at unprecedented scale. Rather than creating new programs, Cisco strategically integrates AI content into existing certification pathways while building the largest train-the-trainer network for AI infrastructure education. The program combines technical depth with broad accessibility through multi-language delivery and regional partnerships, creating sustainable local capacity for AI education globally. 

Top three program highlights

Unprecedented Global Scale

Commitment to train 1.5 million people across Europe in cybersecurity and digital skills over 5 years, with 272,000 training registrations already completed globally 

Established Educational Infrastructure

Built on 25+ years of Networking Academy experience training 3.2+ million people through 3,000+ partner institutions and 7,000 educators worldwide 

Comprehensive Multi-Level Approach

From AI basics for newcomers to advanced infrastructure design, integrated across CCNA, CCNP, CCIE certifications plus new AI Infrastructure elective for CCDE certification 

IBM SkillsBuild: Free Global Technology Education for Workforce Transformation

Organization name:
IBM Corporation

Sector and region:
Technology/education (global)

Persona focus:
User (primary)
Builder (emerging)
Enabler (educators)

4E stage:
Explore

 

Problem Statement

The global skills gap represents the "biggest opportunity of the decade," with technology and job requirements evolving faster than training infrastructure can follow. Traditional tech education is expensive, geographically limited, and often inaccessible, creating systemic barriers to participation in the digital economy. With employers struggling to find skilled workers while millions lack access to relevant training, a comprehensive solution is needed that can reach massive populations while maintaining quality and practical relevance.

Solution Approach

IBM SkillsBuild addresses the global skills crisis through a comprehensive free education program that has grown to serve diverse learners worldwide across multiple career stages. The program combines IBM's technical expertise with an extensive global partnership network, supporting adult learners, high school and university students and faculty, to develop valuable new skills and access career opportunities. What makes this approach unique is its integration of theoretical learning with hands-on IBM technology experience, industry-recognized digital credentials, and curated learning experiences—all delivered at no cost to learners anywhere in the world.

Top three program highlights

Massive Global Reach

Serves millions of learners worldwide through partnerships with educational institutions, governments, and nonprofit organizations across six continents

Comprehensive Free Access

Complete learning platform including AI fundamentals, data science, cybersecurity, and emerging technologies with industry-recognized digital badges and certificates

Practical Industry Integration

Hands-on experience with IBM technologies including watsonx, cloud computing, and enterprise AI tools, providing real-world skills that connect directly to employment opportunities

The IBMer watsonx Challenge: Experiential AI Skilling to drive productivity with IBM’s AI products.

Organization name:
IBM Corporation 

Sector and region:
Technology/Enterprise (Global) 

Persona focus:
Builder (primary), Enabler (secondary) 

4E stage:
Experience → Embed

 

IBM logo

Problem Statement

Organizations face a critical challenge in transitioning employees from AI awareness to practical implementation capabilities. While AI literacy programs create foundational understanding, most teams lack hands-on experience with enterprise AI tools needed to solve real business problems and demonstrate measurable productivity gains. This gap limits AI adoption and prevents organizations from realizing the transformative potential of AI in their daily operations.

Solution Approach

Each year, IBM brings the entire company together for the IBMer watsonx Challenge, where employees gain hands-on experience with IBM’s AI products and apply them to their own work. The program creates authentic, competition-based learning experiences where IBM teams tackle real business challenges using watsonx tools, moving participants from passive AI awareness to active problem-solving capability and mobilizing a global workforce to adopt an AI-first mindset.

This experiential approach replaces traditional training with hands-on problem-solving, enabling participants to immediately apply AI tools to their specific work contexts. The result? Driving productivity at scale across the company while also improving IBM’s tools for clients and partners. And, it’s expanded to our ecosystem partners, who join external challenges to get hands-on with IBM AI tools to develop client-facing AI competencies.

Top three program highlights

Unprecedented Scale and Engagement

Since its inception in 2023, the watsonx challenge has mobilized IBMers annually, giving them access to enterprise level tools to apply to their own work. 100’s of ecosystem partner employees across the globe have joined external challenges to gain experiential AI skilling, with participants reporting transformational breakthroughs as "the challenge brought AI to life" and doubled watsonx digital credential acquisitions post-challenge.

Measurable Productivity Transformation

Delivered dramatic efficiency gains across diverse use cases, with teams achieving significant time savings in documentation, analysis, and automation tasks, while participants experienced breakthrough moments in AI understanding, with one noting "he finally understood what it took to make his F1 score improve" through hands-on experimentation with prompts and model parameters.

Real-World Problem Solving with Immediate Business Impact

Enabled teams to address urgent work challenges, including documenting JavaScript files across repositories, automating learning logistics for IBMers, and creating culturally sensitive AI solutions for global client engagement, with participants demonstrating how AI could help answer IBMers' questions about learning logistics and approvals, saving time for both attendees and event organizers.

Google AI Essentials: Democratizing AI Literacy Through Accessible Enterprise Training

Organization name:
Google LLC 

Sector and region:
Technology/Education (Global with enterprise focus) 

Persona focus:
User (primary), Leader (secondary) 

4E stage:
Engage → Explore → Experience

 

Google logo

Problem Statement

Organizations across industries struggle to build foundational AI literacy among their workforce, with 87 percent of companies reporting skills mismatches while employees lack practical understanding of how AI tools can enhance their daily productivity. Traditional AI education is either too technical for general audiences or too theoretical to provide immediate workplace value, creating a critical gap between AI awareness and practical application for millions of workers.

Solution Approach

Google AI Essentials addresses the enterprise AI literacy challenge through a comprehensive yet accessible program designed for learners with no prior AI experience. The course focuses on practical productivity applications using natural language interfaces, making AI tools immediately useful for everyday work tasks, including brainstorming, email drafting, content creation, and decision making. What makes this approach unique is its combination of Google's AI expertise with enterprise-grade implementation support, creating scalable workforce transformation that delivers measurable productivity gains. 

Top three program highlights

Massive Global Investment

$130 million funding commitment across US, Europe, Africa, Latin America, and APAC, demonstrating unprecedented scale for enterprise AI literacy development

Immediate Productivity Focus

Hands-on activities based on real workplace scenarios with no coding required, enabling immediate application of AI tools for enhanced job performance

Enterprise Integration Excellence

Coursera platform delivery with learner analytics, customer support, and Google credential validation providing concrete employer value 

Google + MIT RAISE Generative AI for Educators

Organization name:
Google LLC in collaboration with MIT RAISE 

Sector and region:
Education/Technology (United States with multi-state implementation)

Persona focus:
Enabler (K-12 educators), Leader (district administrators)

4E stage:
Engage → Explore → Experience

 

Google logo

Problem Statement

Teachers across disciplines need practical AI skills to enhance their teaching effectiveness and prepare students for an AI-enhanced future, but most lack experience with AI tools and understanding of how to integrate them responsibly into educational practice. Districts need scalable professional development that enables educators to use AI for productivity gains while maintaining pedagogical quality and ethical standards. 

Solution Approach

Google's partnership with MIT RAISE delivers practical AI training specifically designed for busy educators, focusing on immediate classroom applications like lesson planning, assessment creation, and instructional differentiation. The program combines AI technical foundations with responsible use frameworks, enabling educators to save time on administrative tasks while enhancing student learning experiences. What makes this unique is the collaboration between industry AI expertise and academic educational research, creating content that is both technically sound and pedagogically relevant.

Top three program highlights

Proven Educator Impact

83% of participants expect to save 2+ hours weekly using AI tools, with 74% feeling confident in classroom AI application after completing the 2-hour self-paced course

Major District Adoption

Implementations across Oklahoma statewide, Miami-Dade County (27,000 students), and Anaheim Union High School District with superintendent-level endorsement and integration

Practical Professional Development

Course provides certificate for PD credit, hands-on experience with AI tools, and immediate applicability to daily teaching tasks including correspondence, assessment, and lesson enhancement

Intel AI for Workforce: Community College Partnership for Practical AI Implementation

Organization name:
Intel Corporation 

Sector and region:
Education/Technology (United States with global expansion)

Persona Focus:
User (transitioning to Builder), Enabler (faculty development)

4E stage:
Engage → Explore → Experience

 

Intel logo

Problem Statement

Community college students and working professionals need practical AI skills to enter the growing AI job market, but most AI education is concentrated in expensive four-year programs or requires advanced technical prerequisites. A scalable model is needed that can serve diverse populations while providing hands-on experience with real AI tools and applications.

Solution Approach

Intel's AI for Workforce program transforms community college infrastructure into practical AI training centers through comprehensive faculty development, hands-on lab experiences, and industry-aligned curriculum. The program provides over 1000 hours of content, including practical AI applications in statistical data analysis, natural language processing, and computer vision, with no prior technical knowledge required. What makes this unique is the train-the-trainer model at unprecedented scale, enabling sustainable local delivery while maintaining connection to real industry needs. 

Top three program highlights

Massive Educational Infrastructure

130+ partner institutions across 40 states serving 800,000+ students, with eight classified as Minority Serving Institutions

Comprehensive Hands-On Curriculum

1000+ hours of content, including nine pre-packed courses with assignments, quizzes, and lab activities covering applied AI domains

Industry-Aligned Outcomes

69% of educators report increasing employer demand for AI technical skills, with flexible program design-enabling certificates, course augmentation, or full associate degrees

Microsoft + AFT: Labor-Led AI Education and Co-Creation Initiative

Organization name:
Microsoft Corporation and American Federation of Teachers 

Sector and region:
Education/Labor (United States with national union reach)

Persona Focus:
Enabler (educators), Leader (union leadership, administrators)

4E stage:
Engage → Explore → Experience

 

Microsoft logo

Problem Statement

Educators face increasing pressure to integrate AI into their practice while lacking input into how AI tools are developed and implemented in educational settings. Without educator voice in AI development, tools may not address real classroom needs, and implementation may increase rather than reduce educator workload and stress.

Solution Approach

Microsoft's partnership with AFT creates a collaborative model where educators directly influence AI tool development while receiving comprehensive training on AI integration. The August 2024 symposium in Chicago established ongoing collaboration between technology developers and education practitioners, emphasizing AI tools that reduce administrative burden and enhance creativity rather than replacing human connection in teaching. What makes this unique is the labor partnership approach that ensures educator agency in AI adoption and development. 

Top three program highlights

Historic Labor Partnership

First major collaboration between technology company and teachers' union representing millions of educators, with AFT President Randi Weingarten co-leading initiative.

Co-Creation Model

Two-day symposium bringing educators and technology leaders together for hands-on training and direct feedback on AI tool development and deployment.

Educator-Centered Design

Focus on AI tools that supplement rather than substitute human connection, with emphasis on reducing paperwork burden and enhancing teacher creativity and student focus.