Itaú ICTi

What Itaú ICTi does

Itaú ICTi (Instituto de Ciência e Tecnologia Itaú) is a private non-profit research association founded in August 2023 within Itaú Unibanco's decentralized innovation ecosystem. It conducts applied research and experimentation in artificial intelligence and quantum computing, with approximately 70 active research projects spanning AI, Quantum Computing, Extended Reality, Neuroscience, and Robotics. The institute operates as an 'associação privada sem fins lucrativos' under Brazilian law and aligns with innovation tax incentive frameworks such as Lei do Bem.

The institute's portfolio includes proprietary technologies such as the Aroeira Portuguese-Brazilian language corpus, the Norberto language intelligence model (based on ModernBERT), the Enviesador bias detection framework, the MultiTurn LLM-based conversational agent system, and accessibility tools (TEAgent, Stenos, Hórus). Its technology infrastructure includes proprietary neural network compression algorithms (AMP, MoP achieving 30% model size reduction with approximately 2x speed improvements) and quantum machine learning techniques, including quantum portfolio optimization published in Scientific Reports (Nature Portfolio). The institute has filed 20+ patent applications in areas including AI, NLP, and digital security, and maintains bias filtering across five dimensions in the Aroeira corpus as part of its Responsible AI governance.

ICTi's business model centers on internal R&D services for Itaú Unibanco — a single client that is the largest bank in Latin America — with value generated through patent filings, scientific publications, and technology transfer rather than external commercial revenue. The institute maintains 10+ Brazilian university partnerships (USP, UFPE, UFG) plus international collaborations with Stanford and MIT, supports talent development through the Inova Talentos fellowship program (administered via IEL with CNPq/IPT grants), and is a member of ABIPTI. It operates as an internal R&D arm without external pricing or commercial distribution channels.

Name

Itaú ICTi

Legal name

Instituto de Ciência e Tecnologia Itaú

Website

https://icti.org.br

Company type

Private

Founded year

2023

Operating status

Operating

Short description

Itaú ICTi is a private non-profit research institute founded in August 2023 within the Itaú Unibanco ecosystem, conducting applied research and development in artificial intelligence and quantum computing for the bank's innovation needs.

Ownership category

akta.pro rank

Product category

Applied AI and Quantum Computing Research

NAICS

Computer Systems Design and Related Services (54151)

SIC

Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Model Transparency, Explainability & Interpretability (XAI) (HDAAAMAB)

Keywords

• Applied AI research
• Quantum computing research
• Language model development
• Responsible AI governance
• Financial technology R&D

Headquarters

HQ city

São Paulo

HQ country

Brazil

HQ region

Latin America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Others

Revenue model

1. Research Services (Internal): As a private non-profit research association, ICTi conducts R&D primarily for Itaú Unibanco's innovation agenda. Revenue is not externally commercialized but serves internal technology development needs.
2. Knowledge Transfer and Licensing: The institute generates value through patents, scientific publications, and technology transfer to the bank. IP generated may be licensed or contribute to competitive advantages.

Go-to-market motion2 records

Distribution channels1 record

Marketing channels4 records

Core offering

Itaú ICTi is a private non-profit research institute that conducts applied research and develops proprietary technology in artificial intelligence and quantum computing, primarily serving Itaú Unibanco's innovation agenda. It operates 70+ active research projects, files patents, publishes scientific work, and releases standalone assets such as the Aroeira Portuguese-language corpus, the Norberto language model, and AI frameworks including Enviesador (bias detection) and MultiTurn Agent.

Product overview

Itaú ICTi (Instituto de Ciência e Tecnologia Itaú) is a private non-profit science and technology institute focused on applied research and experimentation in emerging technologies, operating as a research institute within the Itaú Unibanco innovation ecosystem. The portfolio includes core AI research (generative AI, computer vision, speech analytics, NLP) and quantum computing research, supported by specialized products and datasets like the Aroeira Corpus and Norberto language model for Brazilian Portuguese. The institute develops proprietary technologies including the Enviesador bias detection framework, MultiTurn conversational agent, TEAgent for accessibility, and hierarchical classification systems. Programs like Inova Talentos support talent development through research fellowships. The Shogun mission and Responsible AI team drive AI innovation and governance respectively.

Differentiator

Problem solved

Functional benefit

Brands

• Aroeira: Massive corpus in Brazilian Portuguese for training and evaluating language models.
• Norberto
• Enviesador
• TEAgent
• Stenos
• Hórus
• Inova Talentos

Products and services

• Aroeira Corpus
• Norberto
• Enviesador (Bias Detection Framework)
• MultiTurn Agent
• Automated LLM Agent Evaluation System
• Semantic Categorization and Hierarchical Classification Patents
• User-Machine Interaction Orchestration Method
• Intelligent Digital Assistant (ia.i)
• TEAgent
• Stenos
• Hórus
• Hierarchical Classification System
• Semantic Categorizer
• AMP and MoP Neural Network Compression Algorithms
• Quantum Machine Learning / Portfolio Optimization
• Inova Talentos Fellowship Program

Quantifiable outcome

• 20+ patent applications filed in 2025
• +6 more outcomes

Named customers1 record

Segments1 record

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability15 records

Feature10 records

Partnerships

Eleven partnerships are on record, tiered minor, core and flagship.

• AKCIT/UFG (Universidade Federal de Goiás)minorStrategic or Co-development Partner · 16 March 2026Partnership through which ICTi attended NVIDIA GTC 2026 conference. Represents ICTi's connection with regional Brazilian research centers.
• Instituto de Pesquisas EldoradocoreStrategic or Co-development Partner · 23 June 2025Partnership signed to boost research in quantum technologies and artificial intelligence, combining ICTi's financial sector focus with Eldorado's research capabilities.
• Stanford UniversityflagshipStrategic or Co-development Partner · 1 August 2023International academic partnership for collaborative research in emerging technologies, contributing to ICTi's global research network.
• MITflagshipStrategic or Co-development Partner · 1 August 2023International partnership including joint research such as deepfake detection technology presented at Brazilian tech events. Contributed to ICTi's publication in Machine Learning & Knowledge Extraction journal.
• UFPE (Universidade Federal de Pernambuco)coreStrategic or Co-development Partner · 1 August 2023Brazilian university partnership for collaborative research on AI and emerging technologies, part of ICTi's network of 10+ Brazilian universities.
• C²D - Centro de Ciência de Dados (USP/Poli)coreStrategic or Co-development Partner · 1 January 2018Since 2018, Itaú Unibanco maintains the Centro de Ciência de Dados (C²D) in partnership with Poli USP (Escola Politécnica da Universidade de São Paulo) to encourage research and knowledge exchange. In 2023, management was centralized at ICTi for developing research in chatbot, NLP, predictive voice analysis, and other areas.
• IEL (Instituto Euvaldo Lodi)coreStrategic or Co-development PartnerPartnership for granting scholarships for research, innovation, and development projects. Manages the Inova Talentos program hiring high-level technical scholarship recipients.
• CNPqcoreStrategic or Co-development PartnerPartnership with Brazilian National Council for Scientific and Technological Development for research grants and scientific collaboration.
• FAPESPcoreStrategic or Co-development PartnerPartnership with São Paulo Research Foundation for research funding and academic collaboration in science and technology.
• Instituto AlanaminorStrategic or Co-development PartnerPartnership for hackathon promoting accessibility solutions, in collaboration with USP, to stimulate AI applications for people with disabilities.
• ABIPTIminorOthersICTi became an associate member of ABIPTI (Associação Brasileira das Instituições de Pesquisa Tecnológica), participating in congresses and industry events.

Scale indicators8 records

Recent moves7 records

Expansion highlights5 records

Direct peers

• Allen Institute for AI (AI2): Non-profit AI research institute founded by Paul Allen, focused on fundamental AI research with strong academic publication output and open-source contributions. Directly comparable as a non-profit AI research organization, though without the captive single-customer banking model.
• JPMorgan AI Research: Bank-affiliated AI research organization at JPMorgan Chase publishing at top AI venues and developing proprietary financial AI capabilities. Directly comparable as a corporate-bank AI research arm with similar mission of translating research into banking applications.
• BBVA AI Factory: Innovation unit at BBVA focused on AI and emerging technology research for banking applications. Highly comparable as another large bank's innovation arm developing proprietary AI capabilities for financial services, especially relevant given similar LatAm/Spanish-language market exposure.

Broad incumbents

• Bosch Center for Artificial Intelligence: Corporate AI research arm of Bosch conducting applied AI research across multiple industries. Comparable as a corporate research center producing patents and applied AI, though operating at much larger scale across industrial verticals beyond financial services.
• IBM Research: One of the largest corporate research organizations globally, with significant AI and quantum computing programs. Comparable as a broad research organization with major quantum and AI capabilities, though operating at vastly greater scale and across multiple industries.
• Microsoft Research: Global corporate research division of Microsoft with major AI and quantum computing programs. Comparable as a broad incumbent with academic-style research output and university partnerships, though operating at much greater scale across diverse domains.
• DeepMind: World-leading AI research lab (subsidiary of Alphabet) producing foundational AI research and peer-reviewed publications. Comparable as an elite AI research organization, though operating at vastly greater scale and with global reach beyond a single industry.
• OpenAI: AI research and deployment company producing frontier foundation models and applied AI research. Comparable as a high-output AI research organization producing foundational technologies and patents, though commercially focused rather than non-profit.

Regional players

• CPQD (Centro de Pesquisa e Desenvolvimento em Telecomunicações): Brazilian non-profit R&D center focused on telecommunications and digital technologies. Comparable as a Brazilian ICT institution conducting applied research with university and industry partnerships, though operating in telecom rather than finance.

Emerging players

• SandboxAQ: AI and quantum technology company spun out of Alphabet focused on enterprise applications in finance, healthcare, and other industries. Comparable as a newer organization focused on combining AI and quantum for high-value enterprise use cases including financial services.

Market position

Strengths5 records

Weaknesses4 records

Competitive moat6 records

Key risks5 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/instituto-de-ciencia-e-tecnologia-itau-icti

Revenue estimate

Valuation estimate

Number of profiles

Profiles14 records

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about Itaú ICTi