On October 2, 2026, Anthropic announced Claude Frontier Academy, a program to train AI engineers for the enterprise. The company committed $100 million to the program and plans to train 10,000 frontier deployed engineers (FDE) from Claude Partner Network companies by the end of 2027. An FDE is an engineer who takes Claude projects from an idea to production-grade systems. Anthropic noted it is the first program of this depth among AI companies.
What the program is about
According to Anthropic, every enterprise is eager to adopt artificial intelligence, but finding specialists who can deploy it inside real businesses is getting harder. Drawing on its experience working with customers, the company said that most of the value from AI comes from a small group of deeply skilled people. The program is based on Anthropic's own practical experience deploying Claude inside the world's largest enterprises and the professional services firms that support them.
Shambhavi Shambhavi, Anthropic's head of partnerships strategy and operations, told CNBC that customers and partner organizations need people who can combine enterprise technology and business context with the highest level of AI literacy.
How the program works
The program begins with several days of in-person training, where engineers work with Anthropic engineers and licensed instructors. Participants go through a simulated enterprise deployment: completing stages from selecting the right use case through safety review to handoff, ending with an evaluated hands-on assignment on a new scenario.
Those who pass the evaluation earn the Claude Resident Engineer title and move to a 12-week practicum phase. The phase follows a medical education model: just as doctors learn from practicing physicians, work on real cases, and are evaluated before practicing independently, program participants learn from practitioners, work on real cases, and are evaluated before earning their title. Over 12 weeks, the engineer leads a real Claude use case at their organization, supported by Anthropic engineers, while learning from their cohort's experience. Those who pass the final evaluation earn the Claude Frontier Deployed Engineer title. The first titles are expected to be awarded in early 2027.
The program targets practicing software engineers with a strong foundation, experience building with large language models, a track record of helping others adopt artificial intelligence, and a habit of solving their business's hardest problems. Organizations nominate their strongest engineers. Each participant arrives with a named Claude project they will lead upon returning. Prior experience building AI agents is not required.
Where the first cohorts are running
Cohorts are currently running in San Francisco, New York, and London. The program aims to reach 10,000 engineers by the end of 2027. Participation is by nomination: organizations can ask their Anthropic account manager or partnerships manager about eligibility.
The first cohorts include engineers from Accenture, Bain, Capgemini, Commonwealth Bank of Australia, Deloitte, McKinsey, Morgan Stanley, and Novo Nordisk.
Official comment
Steve Corfield, Anthropic's global head of business development and partnerships, said in the announcement:
"A small team of entrepreneurial people with the right skills, access to Claude, and a deep understanding of their business can transform an entire company. The hard part is creating talent of that depth: engineers with the highest level of AI literacy who can turn Claude from an idea into a production system. No AI company has invested in developing this level of talent within its customers and partners. Claude Frontier Academy teaches people the way our engineers learn, and we want graduates to set the standard for how AI is built inside businesses."
Companies in the first cohorts also commented in the announcement. An Accenture representative noted that forward deployed engineers turn AI ambitions into enterprise-scale impact: working inside client workflows, they turn AI ideas into production-ready managed solutions. According to the representative, the residency builds technical skills not in isolation but alongside judgment tested in a simulated enterprise deployment, and the academy deepens engineers' Claude expertise. Capgemini said that deep, practical AI engineering capability matters for customers moving from experiments to large-scale impact, and the residency gives engineers the chance to work directly with Anthropic.
Partner network
Claude Frontier Academy relies on the company's Claude Partner Network. According to Anthropic newsroom, professionals from 46,000 network companies have earned more than 175,000 Claude certifications, and nearly 4,000 people have completed the Basecamp intensive program. Anthropic said the academy is designed for people who will lead the work, and training 10,000 FDEs is only the first of many steps.
