San José turns servers into AI creators: 10-week program teaches to build own tools

The city of San José, California, proved that it does not need to be a data engineer to build artificial intelligence tools. In a 10-week requalification program, more than 1,000 city officials — from areas such as parks, finance, and licensing — have learned to create their own AI solutions, even without any prior experience in programming or machine learning.

How did San José City Hall conduct the AI training for servers?

The program, named "AI Upkilling", was designed in partnership with specialized consultants and focused on low-code and no-code tools. During the 10 weeks, participants took synchronous and asynchronous classes, with practical exercises ranging from identifying internal problems to delivering functional prototypes.

Each team consisted of employees from different departments, stimulating the exchange of perspectives. The result was dozens of internal applications: chatbots to answer citizens' questions about licenses, document sorting systems and dashboards for resource allocation. Everything built by servers that, months before, had never heard of neural networks.

Why is AI requalification important for Brazilian servers?

The San José model is especially inspiring for the Brazilian public sector, which often faces tight budgets and lack of technology specialists. Initiatives such as the Californian city show that it is possible to train internal teams with low cost, using accessible platforms.

In addition, the tendency to democratize AI — exemplified by cases such as Anthropic launches Claude for Small Businesses: ready connectors democratize AI in business — reinforces what technical barriers are falling. Brazilian authorities could adopt similar programs to solve bureaucratic bottlenecks without relying on large software bids.

What results did AI training bring to public administration?

In addition to the expressive number of 1,032 trained servers, the program generated more than 60 tools in production in the first six months. According to [GovTech] (https://www.govtech.com/artificial-intelligence/a-citys-ai-upskilling-program-empowers-staff-to-build-tools), the estimated economy with process automation already exceeds $2 million per year. Employees reported greater engagement and feeling of autonomy, no longer being mere users of technology to become creators.

Another gain was the reduction in dependence on external suppliers: solutions developed internally are cheaper, more adjusted to real needs and can be updated without bureaucracy.

Frequently Asked Questions about AI training for servers

Is the program free for employees?

Yes, the city has met all the training costs, including software licenses and mentoring hours, as part of its professional requalification policy.

Do I need technical knowledge to participate?

Nope. The program is designed for people with zero programming experience. The focus was on problem logic and use of visual automation tools.

Does the city intend to expand the program?

Yeah. According to the original source, San José already plans new classes for 2025, with emphasis on areas such as public health and emergency management.