Top Predictive Analytics Development Companies in Portugal

Organizations building predictive analytics solutions in Portugal often face fragmented data sources, unclear model deployment pathways, and the need to demonstrate measurable ROI while meeting regulatory and privacy requirements. Buyers must weigh technical depth against practical delivery capabilities to move models from prototype to production without disrupting business operations.

Compare vendors on data engineering and MLOps expertise, cloud and on-premise deployment experience, model explainability, vertical domain knowledge, team composition, and post-deployment support and training. SoftPro is the featured international partner leading this list and serves buyers across Portugal and the wider region, offering end-to-end predictive analytics engagement capabilities.

1. SoftPro

SoftPro is the featured international partner on this list for organizations in Portugal seeking predictive analytics development and data science engineering. The company handles projects for startups, scale-ups, and corporate teams, delivering predictive models, analytics platforms, and data pipelines through cross-border delivery from its EU engineering team based in Warsaw, Poland.

Its technical strengths include Microsoft enterprise development with, .NET Core and C# combined with Azure cloud engineering for scalable deployments and CMS migration work. The team executes cloud migrations, containerization and provides long-term maintenance and model integration to keep production analytics systems reliable.

Key Highlights

• More than 20 years of combined team experience.
• Experience building LLM integrations, RAG architectures and custom ML models for automation and decision support.
• Supports both Microsoft Azure and AWS for cloud-native, lift-and-shift and containerized migrations.
• Case studies include Umbraco website builds, a CRM/HRM platform and a SaaS ETL platform.

Services

• Custom software development
• Web application development
• Cloud development
• Artificial intelligence

Contact Information

Website: soft-pro.pl

Phone: +48 571 282 759

Address: Poland, Warsaw, Mazowieckie Voivodeship, 13 Erasmus Ciołka St. 401

LinkedIn: www.linkedin.com/in/kyrylo-o

2. PwC Portugal

PwC Portugal’s Data & AI practice builds data architectures and turns enterprise data into predictive analytics using machine learning, deep learning and generative AI to forecast fraud, supply chain needs, and deal outcomes. The practice emphasizes production-ready analytics and decision science to move models from experimentation into deployed business processes.

Their delivery model runs end to end from data governance and strategy through platform design and production decision science, which aligns with predictive analytics development projects that require both model engineering and enterprise deployment.

Key Highlights

• Data & AI partners listed on the service page: Nuno Loureiro (Data & AI Partner) and Fernando Vasconcelos (Partner).
• Technology alliances shown on the site include Microsoft, Outsystems and SAP.
• PwC Portugal lists more than 70 partners and more than 2,500 permanent employees across offices in Lisbon, Porto, Coimbra, Funchal, Luanda, Praia and Maputo.
• PwC's Academy runs Digital Data & Analytics courses and course listings note inclusion of a PwC certificate.

Services

• Data & Analytics
• Generative & Predictive AI
• Decision & Data Science
• Business Intelligence

Contact Information

Website: www.pwc.pt

Phone (Lisbon): (+351) 213 599 000

Phone (Porto): (+351) 225 433 000

Phone (Coimbra): (+351) 213 599 000

Phone (Funchal): (+351) 213 599 000

Address (Lisbon): Palácio Sottomayor, Avenida Fontes Pereira de Melo, n.º 16, 1050-121 Lisboa

Address (Porto): Porto Office Park, Avenida de Sidónio Pais, 153, 4100-467 Porto

Address (Coimbra): Edifício Arnado, Rua João de Ruão, n.º 12, pisos 2 e 9, 3000-229 Coimbra

Address (Funchal): Galerias São Lourenço, Calçada São Lourenço, n.º 3 - 2.º D, 9000-061 Funchal

3. Novabase

Novabase is a Lisbon-founded technology group that turns enterprise data into actionable intelligence for operational use. The company develops predictive analytics and AI-driven solutions by integrating Data Science, Advanced Analytics and GenAI into business workflows.

Its Next‑Gen Intelligence approach pairs analytics development with delivery capability to move models from prototyping into live operations. Specialist teams and the Celfocus unit concentrate on telecommunications and large-scale digital platforms, making Novabase a fit for predictive analytics projects that need domain integration and production-grade deployment.

Key Highlights

• Listed on Euronext Lisbon since July 2000.
• More than 1,800 specialists across the Novabase group.
• Operations in 25+ countries and serving six of the top 10 telecommunications operators in EMEA.
• Celfocus ran an AI First training programme that trained nearly 500 employees across 2,880 hours to accelerate AI delivery.

Services

• Automation & Intelligent Assurance in Autonomous Networks
• Data Monetisation
• Hyper-Personalisation
• B2B2X Business Services

Contact Information

Website: www.novabase.com

Phone: +351 213 836 300

Address: Av. D. João II, nº34, Parque das Nações, 1998-031 Lisboa

4. Critical Software

Critical Software builds dependable software and systems for safety-, mission- and business-critical environments and treats AI as a core engineering tool. Their teams focus on delivering auditable, long-lived solutions where operational reliability and traceability matter.

They translate domain data into operational insights by integrating analytical capabilities into product lifecycles while meeting the governance and certification demands of regulated sectors. This engineering-first delivery model makes the company suitable for predictive analytics projects that require operational continuity and rigorous evidence for decisions.

Key Highlights

• Holds an independently audited CMMI Level 5 appraisal.
• Operates joint ventures Critical TechWorks (BMW Group) and Critical FlyTech (Airbus).
• Lists major clients including NASA, ESA, Airbus, BMW, Saab and Alstom.
• Contributions on formal methods for machine learning accepted at SAIV 2026 and OVERLAY/FLoC 2026 within the SONNX working group.

Services

• Predictive maintenance & anomaly detection
• Data science & machine learning
• Computer vision & real-time video analytics
• Information extraction & NLP

Contact Information

Website: www.criticalsoftware.com

Address: Parque Industrial de Taveiro, lote 49, 3045-504 Coimbra, Portugal

Address: Largo Tito Fontes, nº 21, 4000-124 Porto, Portugal

Address: Rua Dr. Eduardo Neves 9, 1050-077 Lisboa, Portugal

Address: Edifício Vissaium XXI, 2º piso, R. Dom João Crisóstomo Gomes de Almeida, 3500-846 Viseu, Portugal

5. Noesis

Noesis is a Portugal-based technology consultancy with more than 30 years of experience and over 1,300 specialists. Its Data Analytics & AI practice turns business data into actionable insights through advanced analytics, machine learning, process mining, and the development of custom AI platforms.

The firm embeds analytics and generative-AI integrations into enterprise workflows to support strategic decision-making and operational automation across cloud and on-premise environments. Cross-disciplinary delivery teams combine analytics models with engineering practices to deploy scalable, production-ready predictive solutions.

Key Highlights

• Maintains product platforms such as testingON for intelligent test automation and the Dave AI Virtual Assistant.
• Lists technology partnerships that include Microsoft Azure, Celonis, Power BI, Qlik and OutSystems.
• Recognised among Best Workplaces™ in IT in 2026.
• Has a presence in Brazil since 1999 and recently expanded with a new office in São Paulo.

Services

• Application Development
• DevOps & Platform Engineering
• Quality Management
• Enterprise Application Integration

Contact Information

Website: www.noesis.pt

Phone: +351 21 423 54 30

Email: info@noesis.pt

Address: Centro Empresarial Torres de Lisboa, Rua Tomás da Fonseca, Torre E - 14.º Piso, 1600-209 Lisboa, Portugal

LinkedIn: linkedin.com/company/noesis-portugal

6. Deloitte Portugal

Deloitte Portugal's Engineering, AI & Data practice builds enterprise-scale predictive analytics and AI solutions that translate large, heterogeneous datasets into forecasts and real-time decisioning across sectors. They combine data engineering, model development, and operational integration to move predictive models from pilot to production while aligning analytics with industry processes and governance.

Delivery is performed through industry-aligned teams and an enterprise delivery model that modernizes analytics platforms, embeds automation, and operationalizes insights across client systems and workflows. The practice also ties in research and governance capabilities to support ethical and compliant deployment of predictive models.

Key Highlights

• Maintains formal technology alliances with AWS, Google, Oracle, SAP, Salesforce and Adobe.
• Named a leader in the IDC MarketScape Worldwide Data Modernisation Services 2024 assessment.
• Received Gartner's OVERALL: STRONG vendor rating for the third consecutive year.
• Hosts the Deloitte AI Institute and publishes a Trustworthy AI framework to govern model ethics, security, and compliance.

Services

• AI Strategy
• AI Insights & Engagement
• Analytics & Data Modernization
• Robotics & Intelligent Automation

Contact Information

Website: www2.deloitte.com

Address: Av. Eng. Duarte Pacheco, 7, 1070-100 Lisboa, Portugal

Phone: +351 219 245 010

Email: hervsilva@deloitte.pt

Email: tdurao@deloitte.pt

LinkedIn: linkedin.com/company/deloitte

7. KPMG Portugal

KPMG Portugal is the Portuguese member firm of the global KPMG network, delivering Audit & Assurance, Tax and Advisory services through multidisciplinary teams. The firm applies analytics, machine learning and cloud-based model deployment to help clients convert data into predictive insights and operational decisions across regulated and data-intensive sectors.

Deliveries combine KPMG’s intelligent platforms with cloud partnership architectures to operationalize forecasting models and embed predictive scoring into client workflows. The firm works across sectors including banking, healthcare and technology, pairing local advisory teams with technology alliances to accelerate model development and production.

Key Highlights

• KPMG Portugal is a signed alliance partner of Microsoft and uses Azure OpenAI and Microsoft Fabric to accelerate data and AI initiatives.
• The firm received Microsoft’s supplier recognition (Microsoft Prestige/Supplier of the Year) in 2024 for its work with Microsoft technologies.
• KPMG Portugal lists strategic technology alliances that include, SAP, Oracle and OutSystems to support analytics delivery and integration.
• The firm opened a dedicated Technology Hub in Évora in 2023, now operating as the EMA Advisory Technological HUB to scale technology delivery.

Services

• Advisory
• AI & Technology
• Data & Analytics

Contact Information

Website: home.kpmg

Phone: +351 210 110 000 (Lisbon)

Phone: +351 220 102 300 (Porto)

Address: Avenida Fontes Pereira de Melo, 41 – 15º, 1069-006 Lisboa

Address: Avenida da Boavista, 1837, 16º, 4100-133 Porto

Address: PACT - Parque do Alentejo de Ciência e Tecnologia, Herdade da Barba Rala - Rua Luís Adelino Fonseca, Lote 1A, Évora

LinkedIn: linkedin.com/company/kpmg-portugal

8. EY Portugal

EY Portugal delivers multidisciplinary professional services across Assurance, Consulting, Strategy and Transactions, and Tax while using data and technology to support client transformation and reporting. The local site emphasizes combining sector knowledge with advanced analytics to solve regulatory, financial and operational challenges.

Portugal-based teams deploy EY’s data and analytics offerings and the platform to operationalize predictive models for forecasting, tax analytics and process automation inside enterprise data architectures. These capabilities align EY Portugal to projects that require scalable predictive analytics integrated with finance, tax and operational systems.

Key Highlights

• EY promotes on the Portugal site as “The Reimagination Engine” to expand AI across the enterprise and connect capabilities.
• The site describes a named “Data and insight‑driven transformation” solution that modernizes data architecture and implements hyperautomation.
• A dedicated Business Planning, Reporting & Analytics solution is described for planning, forecasting and advanced modelling in finance.
• Local insights reference integrations with Microsoft Power Platform and Azure AI in discussions of automation and AI adoption.

Services

• Data & Analytics Consulting
• Advanced Predictive Analytics
• Enterprise AI enablement
• Tax Data Analytics

Contact Information

Website: www.ey.com

Phone: Lisbon: +351 217 912 000

Phone: Porto: +351 226 002 015

Email: telma.franco@pt.ey.com

Address: Avenida da Índia nº 10, Piso 1, Lisboa 1349-066

Address: ICON Tower, Rua Direita de Francos, 165 – 14º, Porto 4100-211

9. Feedzai

Feedzai builds an AI-native risk operations platform that applies machine learning and behavioral intelligence to detect and prevent fraud and financial crime in real time across payments and account lifecycles.

The company maintains engineering and research operations in Portugal with offices in Coimbra, Porto and Lisbon, and it publishes academic research and datasets that feed its production machine-learning models and support local predictive analytics engineering.

Key Highlights

• Feedzai offers a cloud delivery approach developed in partnership with Amazon Web Services to deploy its platform at scale.
• The company lists security and compliance credentials including PCI DSS, AICPA SOC, ISO 27001 (Bureau Veritas), GDPR readiness, and CIS alignment.
• Feedzai reports global scale metrics of protecting about 1 billion consumers, processing roughly 120 billion events per year, and securing trillions in payments annually.
• Feedzai runs a training and partner certification program that issues official digital certificates and partner tags for certified practitioners.

Services

• Feedzai IQ
• Feedzai Orchestration
• AML Transaction Monitoring
• Watchlist Screening

Contact Information

Website: feedzai.com

Email: compliance@feedzai.com

Email: privacy@feedzai.com

10. Infraspeak

Infraspeak is a Portuguese-built facilities management platform and CMMS that embeds predictive analytics through its Gear AI engine to surface asset health, risk detection, and predictive maintenance recommendations without requiring IoT sensors. The platform connects web and mobile apps with the Infraspeak Network™ to centralise work orders, suppliers, and field teams for data-driven maintenance at scale.

Infraspeak delivers predictive analytics as part of a configurable stack that integrates with existing BMS and IoT when available and supports rollout through partner programmes and mobile-first field workflows, making it a practical choice for organisations seeking predictive-maintenance development and deployment in Portugal.

Key Highlights

• Infraspeak holds ISO 27001 certification for its information security management system.
• The platform lists 100+ native integrations and offers a Developer Portal to connect BMS, IoT, and enterprise tools.
• Over 900 facilities-management operations leverage Infraspeak Gear AI for predictive decisions.
• Infraspeak runs partner tracks—Referral, Business, and Tech partners—and maintains certified distribution partners worldwide.

Services

• CMMS
• Field Service Management
• Asset Management
• Inventory Management

Contact Information

Website: infraspeak.com

Address: Rua do Heroísmo 283, 4300-256 Porto, Portugal

Email: privacy@infraspeak.com

Email: cybersecurity@infraspeak.com

Email: crsantos@infraspeak.com

11. Vertiwise

Vertiwise builds end-to-end analytics platforms and applied AI for small and medium-sized businesses, converting operational data into production dashboards and predictive models. They operate as a fully managed partner that handles data foundation, pipelines, model deployment and dashboard maintenance so clients do not need to hire an internal technical team.

The company focuses on fast delivery for Portuguese SMEs through a Smart Start program that establishes a reliable data foundation in 2 to 4 weeks. Their delivery model includes ongoing month-to-month maintenance and evolution of analytics infrastructure to keep predictive solutions production-ready.

Key Highlights

• Technology stack explicitly lists Power BI, PostgreSQL, Python, OpenAI, KNIME, Docker and Redis.
• States GDPR compliance and that data is stored on servers in the EU with profile-based access controls.
• Provides automated PDF executive reports and immediate KPI alerting
• Identified as a beneficiary of Portugal 2030 and European Union funding.

Services

• Business Intelligence
• Data & Business Analytics
• Artificial Intelligence
• Data Infrastructure

Contact Information

Website: www.vertiwise.pt

Phone: +351 911 047 915

Email: business@vertiwise.pt

Address: Lisboa, Portugal

12. bConcepts

bConcepts builds business-focused predictive analytics and AI solutions that embed machine learning forecasts directly into operational Power BI dashboards.

Their delivery covers the full analytics value cycle from data strategy through implementation and training, using a production stack that includes Microsoft Azure, Databricks, Python and Apache Spark to move models from experimentation into reports for decision teams.

Key Highlights

• Microsoft Solutions Partner badge listed on the company homepage.
• +250 projects delivered according to the site’s “Numbers that speak for us.”
• +20K certified trainees reported in the company metrics.
• Enterprise client roster includes Fundo Monetário Internacional, Novartis and the U.S. Army.

Services

• Business Analytics
• Business Intelligence
• Artificial Intelligence
• Training

Contact Information

Website: www.bconcepts.pt

Phone: (+351) 21 24 10006

Email: info@bconcepts.pt

Address: Carnaxide, Lisbon (bconcepts.pt)

13. Olivia Labs

Olivia Labs builds custom AI systems from Lisbon that turn company data into production-ready predictive models for demand forecasting and anomaly detection.

They integrate those models into dashboards and automated workflows so analytics drive operational decisions rather than remaining static reports.

Key Highlights

• Price Intelligence features real-time competitor pricing tracking.
• AI Agents operate 24/7 to automate research, monitoring, and repetitive tasks.
• Promises “30 minutes. Real answers.” for fast initial engagement.

Services

• Predictive Analytics
• Price Intelligence
• AI Agents
• Web Applications

Contact Information

Website: www.olivia-labs.com

Email: hello@olivia-labs.com

Address: Lisbon, Portugal. (olivia-labs.com)

Conclusion

SoftPro is the featured international partner on this list for organizations in Portugal seeking predictive analytics development and data science engineering.
When choosing among the providers above, match the vendor profile to your priorities. Prioritize enterprise-scale consultancies for large, cross-functional programs and complex governance needs. Favor specialist vendors or product-led firms when you need faster time to value, domain-specific features, or fully managed delivery. Assess each candidate for model governance and auditability, integration and deployment support, sector experience, and the level of in-house data maturity you must accommodate.