WGU and Anthropic plan AI-native learning and credentialing model

The partnership will use Claude for Enterprise, model credits and engineering support to develop systems for skills identification, personalized learning and digital credentials.

Western Governors University and Anthropic are working on an AI-native model for learning and credentialing, supported by Claude for Enterprise.

Western Governors University is partnering with Anthropic to develop what WGU President Scott Pulsipher describes as an “AI-native model for learning and credentialing,” focused on helping learners build skills for a changing labor market.

Pulsipher outlined the partnership in a LinkedIn article after a conversation at JFF’s Horizons Summit with Shad Ahmed, economic mobility and AI lead at Anthropic. The discussion was moderated by Matthew Gee, director of U.S. Program Data at the Gates Foundation.

The partnership will focus on systems that can identify skills required by emerging jobs, personalize learning around those skills, verify them through skills-based digital credentials and connect learners with career opportunities.

Anthropic will provide engineering support, platform resources, model credits and strategic collaboration to support WGU’s development of AI-native learning and operational capabilities. WGU will also deploy Claude for Enterprise across the organization.

Julia Dallos, who works in higher education at Anthropic, wrote on LinkedIn that she was “excited for what's ahead, and to dive into work with the Western Governors University team!”

Partnership targets skills and credentialing

Pulsipher framed the partnership around a labor market shift, citing the World Economic Forum’s expectation that 40% of core skills used at work today will change by 2030.

He wrote: “Helping individuals navigate an evolving labor market requires more than episodic education—it requires a fundamentally different model of learning that enables learners to continuously build new capabilities throughout their lives.”

WGU and Anthropic are positioning the work beyond classroom experimentation or staff productivity tools. Pulsipher said the collaboration is intended to help “millions of workers” navigate AI-driven labor market demands.

The model described by Pulsipher combines four functions: identifying skills needed for emerging jobs, tailoring learning to a person’s starting point, verifying skills through digital credentials and connecting learners with opportunities.

He wrote that AI-native design is “a disposition, not an effort to deploy technology for its own sake,” adding that the partnership will ask “what becomes possible when we challenge conventional assumptions and design around the possibilities that AI enables.”

Claude for Enterprise will support WGU work

As part of the collaboration, Anthropic will provide WGU with engineering support, platform resources, model credits and strategic input.

Pulsipher said WGU’s deployment of Claude for Enterprise will be used to design “new models and processes from the ground up around the capabilities that AI makes possible.”

WGU’s existing model gives the partnership a specific higher education setting. Founded in 1997 by 19 U.S. governors, Western Governors University is a nonprofit online university built around competency-based education, where demonstrated skills are used instead of time in class as the main measure of progress.

WGU says its low, flat-rate tuition model lets students pay once every six months and complete as many courses as they can in that time. The university says it is graduating nearly 70,000 students this year.

WGU links AI work to economic mobility

Pulsipher connected the partnership to WGU’s mission around access, completion, career advancement and economic mobility: “The promise of AI isn't just to make learning more efficient. It's to make economic mobility more accessible by delivering step-function increases in the outcomes that matter most.”

The partnership also sits within WGU’s broader use of student-centered design, online learning and competency-based education. WGU says its model is intended to address barriers including affordability, location and time, while using personalization, mentorship and support to help students progress.

Pulsipher said no single institution can build the full talent ecosystem alone, naming employers, technology companies, policymakers and philanthropies as groups with a role in helping learning keep pace with change.

The next phase centers on WGU’s work with Anthropic to co-develop AI-native learning and operational capabilities while deploying Claude for Enterprise across the university.