AI Development

Elevate your organization's expertise and intellectual property by harnessing the power of AI for discovery, research, product innovation, and so much more. We make AI an essential partner in your quest for knowledge, guiding you from building a strategic roadmap through proofs of concept and into continuous development and improvement.

Qual é o valor da IA cognitiva?

Para muitos casos de uso, o valor que a IA traz é a própria IA. A IA revoluciona os negócios ao permitir a análise de conjuntos de dados complexos, levando a uma maior eficiência e a descobertas inovadoras

For many use cases, the value of AI starts with the intelligence itself. AI revolutionizes businesses by enabling the analysis of intricate datasets to reveal new insights, and these insights lead to increased efficiency and groundbreaking discoveries​. Our decades of experience in data science and machine learning empower you to leverage AI for in-depth data analysis and improved decision intelligence. We'll help you monitor, identify anomalies, and uncover hidden gems within your data to drive informed decision-making.​

We provide well-rounded AI expertise

While generative AI has been the catalyst for the rapid growth in AI adoption, most AI business objectives require a combination of disciplines to succeed. Our team has decades of experience in all forms of AI development.

Virtually all AI solutions “in the wild” require an infrastructure of data, automation, and interacting solutions to ensure accuracy, security, and safety, including:
  • Generative AI
  • Machine learning
  • Natural language processing (NLP)
  • Deep learning & neural networks

How AI Transforms Analytics

Our decades of experience in data science and machine learning empower you to leverage AI for in-depth data analysis. We'll help you monitor, identify anomalies, and uncover hidden gems within your data to drive informed decision-making.​

Dynamic Request Generation​

AI enables dynamic generation of reports, visualizations, and insights. ​

Natural Data Interrogation​

Ask questions with natural language to empower end users and democratize your data.​

Intelligent Monitoring​

AI provides the means for data vigilance by monitoring your data continually and alerting you to critical information.​
Learn More

Our View on AI​

AI Is Transformative​

AI is dramatically transforming businesses by doing real work - automating tasks, enabling natural human interactions, and offering supercharged automation. This trifecta lets businesses operate smarter by freeing up human potential and optimizing processes, leading to:

  • Enhanced efficiency and automation
  • Personalized customer experiences​
  • Innovation and product development
  • Improved operational efficiency​

AI Is Misrepresented​

It’s important to acknowledge the hype surrounding AI’s capabilities. Implementing AI requires significant investment in training data and specialist personnel. Additionally, AI systems can pose serious risks, as biases in training data can lead to discriminatory outcomes and misleading outputs.​ AI implementations require giving consideration to:

  • Intensive training and resources
  • Ethical and security concerns
  • Capabilities “not-as-advertised”
  • Over-reliance and misuse

Our Other Areas of Expertise

Generative AI & Foundation Models

We harness LLMs like GPT-4, Claude, Gemini, and open-source models to drive reasoning, summarization, content generation, and multi-turn interactions. These models serve as the reasoning core of intelligent agents.

Vision AI

For applications in healthcare, logistics, and manufacturing, we integrate visual intelligence using object detection, medical image classification, and OCR systems, which enable agents to “see” and analyze visual data.

Model Development & Fine-Tuning

We fine-tune models on client-specific data using industry-aligned methods — such as parameter-efficient tuning (LoRA, QLoRA) or task-specific training — to ensure high performance while preserving compliance.

Traditional AI & Machine Learning

We use techniques like XGBoost, CatBoost, clustering, and classification to power recommendation engines, scoring models, fraud detection, and other structured data use cases that don’t require LLMs.

Retrieval-Augmented Generation (RAG)

To ground generative models in enterprise knowledge, we build RAG pipelines that combine vector search, semantic retrieval, and prompt engineering. This ensures agents can generate answers based on current, trusted internal content.

Hybrid Workflows

Our AI agents orchestrate multi-step workflows that combine structured decisioning (rules + ML) with unstructured reasoning (GenAI), enabling powerful use cases such as claim triage, personalized customer support, and automated document processing.

Quem são nossos parceiros de IA?

Estrutura de dados da Microsoft

O Microsoft Fabric com Co-Pilot AI é uma plataforma de análise e dados de ponta a ponta que unifica

Databricks

O Databricks combina IA generativa com os benefícios de unificação de uma arquitetura de casa no lago. Isso permite que ele alimente um mecanismo de inteligência de dados que compreende a semântica exclusiva de seus dados.

Salesforce

O Salesforce Einstein é uma plataforma de IA integrada ao conjunto de soluções de negócios da Salesforce. Ele oferece recursos como previsão de conversão de leads, chatbots para atendimento ao cliente e recomendações personalizadas de produtos.

Inteligência artificial do Google

O AI Platform do Google Cloud simplifica o fluxo de trabalho de aprendizado de máquina de ponta a ponta, permitindo que os desenvolvedores criem, treinem e implantem modelos com eficiência.

AWS

A AWS fornece uma ampla variedade de serviços de IA, incluindo aprendizado de máquina, processamento de linguagem natural e visão computacional, que podem ser facilmente integrados aos aplicativos.

Snowflake

By harnessing the Snowflake AI Data Cloud, we enable real-time data access and sharing across business units and partners. Our AI agents can tap into governed, high-quality data directly within Snowflake to deliver personalized insights and automate complex decisions.

Somos seu parceiro com tecnologia de IA

Nossa abordagem de IA baseada em dados, juntamente com nossa experiência, conhecimento, parcerias e metodologia comprovada para adoção da IA, impulsionarão a inovação e a transformação contínua.

Experiência de IA

  • Desenvolvimento de IA
  • Prova de conceitos de IA
  • Descoberta e educação em IA
  • Centros de excelência em IA

Processo de IA

  • Descoberta e estratégia de IA
  • Disciplinas de serviços de IA, focadas em resultados
  • Estrutura de evolução da IA

Perspectiva da IA

  • A IA é transformadora, mas deturpada.
  • A IA não é apenas tecnologia, mas uma nova função comercial.
  • Uma base de dados clássica é necessária para a IA.

Parceiros de IA

  • Microsoft Fabric
  • Databricks
  • Salesforce
  • Inteligência artificial do Google
  • FOI
  • Snowflake

Related Case Studies

Related Articles