What are Data & AI services?

Data & AI services help companies transform data into actionable insights and automate processes through artificial intelligence. They include data analysis, data engineering, machine learning, generative artificial intelligence, and advanced analytics solutions for decision support.

What types of Data & AI solutions does Mind Source offer?

We offer complete solutions, including: • Data Analytics and Advanced Analytics • Business Intelligence (BI) and dashboards • Data Engineering and data pipelines • Machine Learning and predictive models • Generative Artificial Intelligence (GenAI) • Automation and AI applied to business processes Solutions are always tailored to the customer's context.

How can artificial intelligence generate value for my business?

Artificial intelligence enables you to: • Automate repetitive tasks • Improve forecasts and strategic decisions • Personalize customer experiences • Detect patterns and anomalies in large volumes of data • Increase operational efficiency and reduce costs The focus is always on generating measurable impact on the business.

Do you work with generative AI?

Yes. We develop solutions with generative AI , such as intelligent agents, virtual assistants, content automation, document analysis, and integration with Learning Management Systems (LLMs), always focusing on security, privacy, and the responsible use of AI.

What technologies and data and AI platforms does Mind Source work with?

Trabalhamos com tecnologias modernas e líderes de mercado, como: • Plataformas cloud (Microsoft Azure) • Ferramentas de Big Data e Data Lakes • Machine Learning frameworks modernos • Soluções de BI e visualização de dados • Modelos de IA e LLMs A stack tecnológica é escolhida de acordo com os objetivos do projeto.

How do they ensure data quality and management?

We guarantee data quality and management through: • Data quality and validation processes • Defining data models and rules • Data governance and data lineage • Security, access control and compliance (e.g., GDPR) Reliable data is the foundation for effective AI solutions.

Are Data & AI services suitable for companies without data maturity?

Yes. We support companies at all levels of maturity, from defining data strategy to implementing advanced AI solutions. We create evolutionary roadmaps that allow you to start simply and scale securely.

How long does it take to implement a Data & AI solution?

The deadline depends on the type of solution: Dashboards and BI, Data Engineering, and Machine Learning Models or Advanced AI are projects with varying levels of complexity that impact development time. Only after the discovery phase can we provide a clear plan with deadlines and deliverables, without any commitment.

How do you measure the success of Data & AI projects?

We measure success based on: 1. Business KPIs and operational impact 2. Data quality and utilization 3. Model accuracy and performance 4. Return on investment (ROI) The goal is to ensure that technology generates real and sustainable value.

DATA & AI SERVICES

Transforme os seus dados em decisões inteligentes

Ajudamos a sua empresa a criar uma base sólida para inovação e Inteligência Artificial.

Challenges

Dados não explorados são oportunidades perdidas

Com a rápida evolução tecnológica e a pressão por ganhos de eficiência, identificar e ultrapassar estes obstáculos torna-se essencial para garantir que o projeto agrega valor ao negócio.

Silos de Dados

A maior parte dos dados está fragmentada em silos, dificultando uma visão única do negócio.

Qualidade dos Dados

Erros e falta de qualidade minam relatórios e análises, levando a decisões pouco confiáveis.

Pressão regulatória

A pressão regulatória (RGPD, Banco de Portugal, etc.) torna o risco de má gestão ainda maior.

Ineficiência operacional

As equipas perdem tempo a preparar dados em vez de gerar insights.

Obstáculo ao uso de IA

Sem uma base de dados sólida, iniciativas de Inteligência Artificial falham ou ficam limitadas.

Our services

O que Fazemos

Serviços de dados, que ajudam a sua organização a ganhar confiança nos dados, acelerar decisões e preparar o caminho para a Inteligência Artificial.

Data Strategy

We define a data strategy aligned with your business objectives to generate real value.

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Data Strategy

Data Engineering

We build robust pipelines that ensure data quality, integration, and availability.

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Data Engineering

Customer Data

We centralise customer data to personalise experiences and drive results.

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Customer Data

Al Recommendation Model

We develop predictive models that personalise recommendations in real time.

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Al Recommendation Model

Customer Journey Analytics

We analyse customer journeys to optimise interactions and increase conversions.

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Customer Journey Analytics

Data Visualization & Business Intelligence

We transform complex data into clear visual dashboards that support strategic decision-making.

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Data Visualization & Business Intelligence

Generative AI & Automation

We apply generative AI and automation to scale processes and drive innovation.

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Generative AI & Automation

Data Governance & Security

We migrate and optimise your data on the Azure cloud with security and efficiency.

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