Google Runs Paraná's State Government: 1,316 AI Agents and Counting

The Brazilian state of Paraná operates 1,316 autonomous AI applications powered by Google's large language models, distributed across 52 departments and agencies, with 5,000 employee licenses for Google's LLM chat application and plans to reach 36,000 employees — 30% of the state workforce — plus all 399 municipalities. The figures come from José Padilha, director of artificial intelligence at Paraná's Secretariat of Innovation and Artificial Intelligence, who walked a visiting journalist through the arrangement at the state government headquarters.

The scale matters for context. Paraná is one of three states — together with São Paulo and Mato Grosso — that hold a combined 61.6 million residents and generated roughly $90.5 billion in agricultural production value in 2024. That output exceeded Germany's $81.7 billion, Italy's $81.6 billion, and the Netherlands' $44.6 billion, approaching France's $96.7 billion. Google supplies infrastructure and information services to the governments of all three.

How does the arrangement work in practice?

Celepar, Paraná's government technology company, acts as a distribution partner for Google's infrastructure and services across departments and agencies. The contract may not state the broader intent explicitly, but the arrangement embeds Google throughout state operations.

The AI-First strategy consolidates government data into a central repository of structured and semi-structured information. Specific projects include:

• PRISMA, an emergency management platform combining weather imagery, historical and geospatial data, contingency plans, and municipal records on land use, population, and property, aiming to connect past events with current conditions and identify response resources.
• Paraná Mais Sustentável, an agricultural and environmental services platform with Google involved directly in core technology and data processing. It combines records from roughly 300,000 agricultural operations with state agency data, offering rural addressing, route mapping, agricultural and environmental certificates, and analysis of native vegetation loss from PRODES, Brazil's official satellite deforestation monitoring system run by the National Institute for Space Research. It also supports environmental reserve policies and certifications that may affect access to international markets.
• Project Capricorn, an AI initiative brought by Google through a European partnership, uses a PubMed-derived dataset prepared for machine learning to support cancer case analysis in public hospitals.
• The Intelligent Virtual Police Station, a state police service that helps residents file police reports through a conversational interface, structuring facts for police review, currently in an operational support role.
• G-Migra, a migration management platform that organizes data for the Justice and Citizenship Department to plan and monitor migrant reception and integration policies.

Padilha reported substantial benefits for residents, and the visiting observer noted improvements and strong public approval. Google executives and affiliated suppliers work directly with government teams, and five other Brazilian states are considering adoption. Google maintains a sales team in Brazil to support the expansion.

Where does Palantir fit in?

Public scrutiny of technology vendors in government has concentrated on Palantir, which supplies systems that public agencies use to integrate and analyze data about people's lives, from health to security and economic administration.

• In June, Reuters reported Britain was reviewing its £330 million NHS contract over concerns about confidentiality, public trust, and dependence on a U.S. supplier, alongside reported improvements in waiting lists and hospital discharges.
• In May 2025, The New York Times reported Palantir engineers were organizing IRS taxpayer data using Foundry.
• The Washington Post documented Palantir's expanding military and immigration enforcement work.

Yet Palantir's everyday reach remains narrower than Microsoft's, Google's, or Meta's, which have served people worldwide for decades across education, communication, and office work, becoming part of the infrastructure of daily life.

Is Google selling to governments worldwide?

At a Google-invited event in São Paulo last September, where Padilha presented Paraná's projects, the company organized its commercial efforts to serve governments as customers, with dedicated sales executives and formal industry divisions covering education, the public sector, telecommunications, healthcare, and energy and natural resources.

Google may already be embedded in public infrastructure across dozens of countries beyond familiar developed-world markets. A preliminary search identified contracts, procurement initiatives, and partnerships in Chile, Malaysia, Kuwait, Israel, and Rwanda, plus an agreement with the African Union Commission.

What does this mean for the state itself?

Beyond data privacy, the institutional question is how technology companies integral to public services might change the state's capacity, authority, and legitimacy. A horizontal position spanning national borders may be forming, bringing together new combinations of data and populations — what the author terms "informational countries" emerging across fixed geographic boundaries. Concluding harm would require evidence not yet available; the full impact on residents remains difficult to measure.

Information now moves faster than the administrative snapshots through which the twentieth-century state understands its population and economy. Richer, faster information can improve the feedback through which institutions adjust decisions, but better outcomes depend on interpretation and action — reason for optimism, with no automatic result. Google's expanding infrastructure also creates opportunities for developers worldwide, and their ability to turn those opportunities into services that improve people's lives will be an important measure of what these relationships ultimately deliver.