Data, Machine Learning and AI

Drive business growth with Data, Machine Learning, and AI

From pipelines to predictions - build intelligent systems with Syone.

We help businesses use data, machine learning, and AI to solve real problems, from automating operations to creating personalized experiences.

Our solutions are built around your goals, using proven tools and methods that scale with your business.

Struggling to Find the Right Info Fast? Let AI Handle It.

Meet ezSearch — your team’s AI-powered assistant. Boost productivity, speed up decision-making, and turn scattered data into answers in seconds.

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Why choose our Data, Machine Learning and AI services?

We design scalable, secure cloud environments using tools like Data Factory, Data Lake, and Databricks, ensuring a strong foundation for your ETL pipelines and advanced analytics.

Organize your data efficiently with gold, silver, and bronze layers that reflect the stage of refinement, allowing you to control data quality and optimize performance at each step.

Our experts perform deep data exploration and transformation, preparing your datasets through advanced ETL processes to extract meaningful patterns and opportunities.

We train and deploy ML models using the refined data, helping your business automate decision-making, uncover predictions, and create smarter, AI-driven solutions.

Advanced solutions in Data, Machine Learning and AI.

From structured data to real-time insights.

LLM-powered search

LLM-powered search

Integrate LLMs with internal knowledge sources like Microsoft SharePoint, enabling secure, intelligent search and content generation across your business systems.

Metaheuristic optimization

Metaheuristic optimization

Our team applies algorithms like Genetic Algorithms to explore large solution spaces and find optimal outcomes, improving operational efficiency and supporting complex decision-making.

Recommender systems

Recommender systems

We design recommendation engines tailored to your data and users, applying collaborative filtering, content-based, and demographic-based techniques.

Synthetic data generation

Synthetic data generation

When real-world data is incomplete or sensitive, we generate synthetic datasets using statistical methods, ideal for training and validating AI models safely and effectively.

ETL/ELT pipelines in Azure

ETL/ELT pipelines in Azure

We define your cloud data architecture and build robust ETL/ELT pipelines using Azure Data Factory, Data Lake, and Databricks.

Explore, Clean, and Prepare Data

Explore, Clean, and Prepare Data

Once structured, data is explored, cleaned, and transformed to uncover patterns and prepare it for machine learning.

Case study

AI Revolution: How Syone Transformed Mota-Engil's Knowledge Management

Mota-Engil Global struggled with scattered information and limited knowledge sharing, which slowed decisions and hurt productivity. By adopting a scalable, AI-powered solution, they unified access to information, boosted collaboration, and empowered teams to work smarter across the organization.

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Resource - MEG Global

Case Study

Forecasting product demand by 10 weeks in advance with Machine Learning

To improve demand forecasting, Linas Matkasse partnered with Syone to build a robust ML model and analytics architecture. By migrating to Microsoft Azure and using Azure Databricks, they now predict orders up to 10 weeks ahead with high accuracy, aligning supply with real demand.

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Resource - Cheffelo

What we do

End-to-end IT services to power innovation and drive digital transformation.

IT Management

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IT Management

We deliver end-to-end IT management, covering infrastructure, system monitoring, performance tuning, cybersecurity, and incident response, to ensure your business runs smoothly, securely, and without downtime.

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DevOps

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DevOps

Accelerate your software delivery. We implement CI/CD pipelines, cloud automation, and DevSecOps best practices to boost agility and mitigate risk, enabling faster and more reliable deployments.

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Observability & Data Monitoring

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Observability & Data Monitoring

Gain full visibility into your IT systems. We help you detect issues faster, reduce downtime, and optimize performance through real-time analytics, log aggregation, and system health monitoring.

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Data, Machine Learning, and Artificial Intelligence

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Data, Machine Learning, and Artificial Intelligence

Turn your data into competitive advantage. We build intelligent, scalable solutions using data science, predictive analytics, and MLOps, transforming insights into action and enabling smarter, faster decisions.

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Software Development

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Software Development

Syone develops custom software tailored to your business, combining UX/UI design, agile methodologies, and continuous integration. From modernizing legacy systems to building new digital experiences, we bring your ideas to life.

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Digital Transformation

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Digital Transformation

Navigate the digital landscape with confidence. We help businesses modernize systems and strategies by aligning people, processes, and technology, to improve agility and drive sustainable growth for your business.

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Software Subscriptions

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Software Subscriptions

We partner with industry leaders like Red Hat, Zabbix, Elastic, and Microsoft to deliver enterprise-grade support, expert consulting, and ongoing operations, ensuring you get the most value from your software investments.

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How we do it

Flexible delivery models to match your strategy and scale your business.

IT Nearshore

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IT Nearshore

Boost product development and delivery speed. Whether you need to extend your in-house team or build a dedicated team from scratch, we provide top-tier IT talent in Portugal, aligned with your time zone, goals, and budget.

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Managed Services

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Managed Services

Keep your IT infrastructure running at peak performance with 24/7 monitoring, proactive support, and issue resolution. Reduce downtime, optimize operations, and free your team to focus on innovation and strategic goals.

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Turnkey Projects

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Turnkey Projects

From concept to launch, we deliver software solutions tailored to your business. We handle the entire lifecycle, from planning to development and deployment, ensuring faster time-to-market and on-budget delivery.

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Software Subscriptions

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Software Subscriptions

Software Subscriptions are part of how Syone delivers scalable, secure, and cost-effective IT solutions. By partnering with industry leaders, we provide a reliable delivery model that ensures long-term support, stability, and faster time-to-value.

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Frequently Ask Questions

At Syone, our AI and ML services help automate repetitive processes, reduce human error, and extract actionable insights from large volumes of data. This leads to faster decision-making, better forecasting, and measurable business outcomes.

We work with all kinds of data (structured, semi-structured, and unstructured) including logs, call center transcripts, operational data, or documents stored in tools like Microsoft SharePoint. If it holds useful information, we can help you process it for AI and ML.

Yes. Syone helps you assess the quality and usability of your existing data. Notes, transcripts, and even raw text can be transformed, cleaned, and used to train models, often with minimal restructuring.

It depends on your needs. Syone helps assess latency, privacy, and resource constraints to recommend the best deployment model, whether it’s edge computing, on-device inference, or scalable cloud-based infrastructure.

Data protection is a core part of Syone’s approach. We implement privacy-by-design practices, ensure compliance with GDPR and other regulations, and secure your data across all cloud and on-prem environments.

Look for proven experience in integrating data with AI use cases, strong cloud capabilities, and the ability to support projects end-to-end. At Syone, we combine expertise in Azure, open-source platforms, and industry best practices to deliver reliable, scalable solutions.

Yes. Syone participates and provides support to pilot and proof-of-concept projects to validate data, test models, and ensure business fit, before moving to full implementation.

Syone uses cloud-native tools with autoscaling, load balancing, and failover strategies to ensure high availability and real-time responsiveness, critical for data monitoring, observability, or customer-facing systems.