Best MLOps Companies in Belgium to Watch in 2026

Many Belgian organizations struggle to move machine learning models from research into reliable production, facing gaps in automated deployment, reproducible training pipelines, model monitoring, and regulatory compliance. When hiring MLOps providers, buyers should compare deployment automation, CI/CD for ML, model monitoring and drift detection, data and model versioning, cloud and on-prem integrations, security and compliance capabilities, team expertise, and post-deployment support and SLAs.

SoftPro serves buyers across Belgium as an international partner and appears first as the featured partner for this roundup.

Quick comparison of Belgian MLOps companies

1. SoftPro

We feature SoftPro as our author-selected international partner listed first among MLOps companies to watch in Belgium in 2026. The company is suitable for startups, midmarket organizations, and enterprise teams across Belgium and the wider EU that require production deployment of machine learning models, reliable model serving, and AI-driven platform integrations.

The team implements LLM integrations, designs retrieval-augmented generation architectures, and develops ML models integrated with existing ERP and CRM systems. They deploy cloud-native infrastructure on Microsoft Azure and AWS, perform migrations and containerization, and provide ongoing support and maintenance for delivered systems.

Key Highlights

• Over 20 years of combined experience and an EU-based team operating from Warsaw, Poland.

• Public case studies listed on the site include Portal biznesowy, System CRM/HRM, Platforma SAAS ETL, and a social network for product promotion.

• The website explicitly mentions progressive web app development and front-end work with React and Node.js.

• The FAQ states the company delivers continuous support and long-term maintenance for software they develop.

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/company/soft-pro-pl

2. B_Robots

BRobots is an AI and automation consultancy headquartered in Hasselt, Belgium and supporting clients across Belgium, the Netherlands and internationally. The firm publishes a Business Orchestration and Automation Technologies (BOAT) framework on its site and presents a Cerba HealthCare case study where it built an intelligent document processing solution that extracts key data and guides employees to exceptions.

Buyers evaluating BRobots for MLOps should review the Cerba case study results and the BOAT framework to assess the company’s orchestration and governance approach for models and data. The site shows thought leadership on AI sovereignty and a “second brain” for AI, but it does not list a specific MLOps toolchain such as MLflow, Kubernetes, or CI/CD pipelines, so procurement conversations should confirm platform-level model deployment, monitoring, and versioning capabilities.

Key Highlights

• Free Automation Quick Scan available on the site; the assessment is presented as a three-minute online tool.
• The homepage features a client roster that includes Proximus, BNP Paribas, and KBC.
• Homepage testimonials call out measurable Power Platform low-code expertise and report consistently high uptime for automated processes.
• Named engagement models on the site include consultancy, staffing, and support as delivery options for projects.

Services

• Robotic Process Automation
• Agentic AI
• Application Development

Contact Information

Website: b-robots.be

Address: Kempische Steenweg 303/7, 3500 Hasselt

3. Sigli

Sigli is an AI-driven digital transformation and software engineering firm with offices in Antwerp, Belgium, Vilnius, Lithuania, and London, UK. The company’s website lists AI-focused services and case studies, and highlights projects that added text-to-speech and speech-to-text features plus a secure Exam Mode to the Alinea Online edtech platform.

The site does not use the term “MLOps” explicitly, but it documents adjacent capabilities relevant to production ML work. Buyers can evaluate Sigli for model deployment and operationalisation by reviewing its Discovery Service and PoC & MVP Development offerings, examining Data Migration & Enrichment and Data Engineering scope for pipeline readiness, and checking Success Management & Post-Go-Live Support and Software Testing details for monitoring and regression coverage.

Key Highlights

• Founded in 2015 and lists local offices in Vilnius (Lithuania), Antwerp (Belgium), and London (UK).
• The company published a full-service AI innovation model and has hosted webinars to help Belgian SMEs adopt AI.
• Alinea Online case study shows delivery of TTS, STT, and a dedicated Exam Mode; the project team included multiple AI engineers.
• Case studies and services reference Data Engineering, Data Migration & Enrichment, and packaged BI work with Power BI in CRM/analytics projects.

Services

• AI Support Agent
• Data Engineering
• PoC & MVP Development
• Team Augmentation

Contact Information

Website: www.sigli.com

Phone: +32480205199 (Belgium)

Phone: +37060522384 (Lithuania)

Phone: +447458197211 (UK)

Email: info@sigli.com

Email: press@sigli.com

Address: Sigli Belgium, Sint-Pietersvliet 7, 2000 Antwerpen, Belgium

Address: Sigli Lithuania, A. Goštauto g. 40, LT-03163 Vilnius, Lithuania

Address: Sigli UK, Capital Office, 124 City Road, London, EC1V 2NX

4. Campfire AI

Campfire AI is a Brussels-based conversational AI agency that builds AI assistants and voicebots using natural language processing to automate conversations and business processes. Their site lists services for AI project management, conversation design and UX, bot building and training, and ongoing maintenance.

Buyers evaluating Campfire for MLOps-related needs should review the company’s delivery details on the site, where Campfire documents assigning dedicated AI project managers and accelerating POCs, MVPs, and pilots into production in weeks. The site also publishes audit-focused resources and reports that buyers can request to inspect post-deployment training, monitoring, and governance practices before engaging.

Key Highlights

• Publishes the “Best Bots of Belgium 2025” report that analyses 65 Belgian chatbots and notes the audit was conducted by the company’s Chief Operations Officer and Chief Strategy Officer.
• Lists named client work including a RAWBANK WhatsApp deployment that supported always-on banking for 900,000+ customers.
• Lists a Eurostar case titled “Atlas” that presents an AI travel assistant for real-time train information.
• States the team has built more than 100 chat, voice, and generative-AI bots deployed across five continents.

Services

• AI Project Management
• Strategy & Innovation
• Conversation Design & UX
• Bot Building & Training

Contact Information

Website: www.thecampfire.ai

Email: info@thecampfire.ai

Address: Cantersteen 10, Brussels, Belgium

5. MENTIS SA

Mentis Consulting is a Brussels-based AI, data science and software consultancy with more than 20 years of applied AI and over 100 projects delivered across Belgium, Luxembourg, France, Switzerland and the United Kingdom. The company explicitly lists Sovereign AI & MLOps and AI Lifecycle Management among its foundations, presenting MLOps as a named capability on its official services pages.

Buyers evaluating Mentis for MLOps should review the firm’s published five-step delivery method with timelines for discovery, strategy, development, deployment and ongoing optimization, and check the firm’s cloud-native, microservices and DevOps references under Software Engineering and Platforms Foundation. Prospective clients can also request evidence of continuous integration, quality assurance and performance testing during an AI Readiness Assessment to confirm how Mentis operationalizes models into production.

Key Highlights

• KnowledgeRAG is listed as an enterprise product that can be deployed on-premise and is discoverable as hosted in the EU.
• Mentis publishes alliances with major cloud and AI vendors, including Databricks, Microsoft, AWS, Google Cloud, OpenAI, Anthropic, Nvidia, Hugging Face and Scale AI.
• Mohamed Ben Haddou is shown as Founder & CEO and named on the site as an Independent AI Expert for the European Commission, and the company offers EU AI Act compliance services.

Services

• AI Readiness Assessment
• EU AI Act compliance
• Generative AI
• Custom AI applications

Contact Information

Website: www.mentis-consulting.be

Phone: +32 2 647 54 41

Email: contact@mentis.im

Address: Avenue Louise 367, 1050 Brussels, Belgium

6. KERN‑IT

KERN‑IT is a Brussels‑based software development company that builds custom business platforms, ERP and CRM systems, SaaS products and internal tools with AI integrated where it matters. The firm advertises a Native Python stack and explicitly states LLM/RAG compatibility, with multiple AI agents already in production named A.M.A, Bob, Sherpa and Nestor and deployed inside customer platforms.

The website does not publish a dedicated MLOps pipeline or explicit model‑ops playbook for CI/CD, monitoring, or model versioning. Buyers evaluating KERN‑IT for MLOps work should request concrete evidence of model lifecycle practices and deployment controls, and verify the company’s Python/Django tooling, LLM/RAG integration approach, API/connectors strategy, and recent AI projects such as Kernchat and NegoSim through KernLab R&D documentation and grants reporting.

Key Highlights

• KernLab venture lab allocates about 30% of company time to R&D and reports €550k in grants from Innoviris, VLAIO and the European Union.
• Founded in Brussels in 2012 and active in Belgium, France, the Netherlands and Switzerland.
• The site lists more than 100 projects completed over the past ten years and over 50 clients across sectors.
• Named customer projects include GISWAN with Venn Telecom (a network quality map covering about 2,000 points) and Cushman & Wakefield’s map‑based ERP/CRM.

Services

• Custom ERP & CRM
• AI agents & automation
• IoT & telemetry
• MVP, prototyping & SaaS

Contact Information

Website: www.kern-it.be

Email: info@kern-it.be

Phone: +32 2 219 42 60

Address: 2A, Rue Belliard, 1040 Bruxelles, Belgium

7. CLICKTRUST

Clicktrust is a Brussels-based performance marketing consultancy that combines performance marketing with hands-on AI implementation. The firm’s website highlights a 90-Day AI Accelerator and an AI Maturity Scan and lists AI & Automation Implementation and Measurement & Data Strategy as core services, and it says teams can integrate on-site or remotely.

The website does not show explicit MLOps, model deployment, or model monitoring case studies. Buyers evaluating Clicktrust for MLOps work should use the AI Maturity Scan and the 90-Day Accelerator to probe model lifecycle and governance capabilities, review Measurement & Data Strategy and GA4 training material for data-pipeline and attribution expertise, and request references for any scaled AI pilots or automation rollouts.

Key Highlights

• The site lists an in-house team of 25+ experts.
• CLICKTRUST runs a GEO/GAIO (Generative Engine Optimization) training session on October 22, 2026.
• The company offers a Google Analytics 4 training session on December 9, 2026 that covers custom events and advanced attribution.
• The website explicitly cites migrations from Google Analytics to Piwik or Matomo as a common client challenge.

Services

• AI & Automation Implementation
• Measurement & Data Strategy
• Generative Engine Optimization (GEO/GAIO)
• Training & Enablement

Contact Information

Website: clicktrust.be

Phone: +32 2 793 11 00

Email: contact@clicktrust.be

Address: Cours Saint-Michel 30a, 1040 Brussels

8. WeLoveDataScience

WeLoveDataScience is a Belgium-based data analytics consultancy headquartered in La Hulpe near Brussels. The company presents consultancy, hands-on coaching, and a "doers" delivery model and highlights rapid proof-of-concept projects plus conversion of legacy SAS code into R or Python while working within a networked ecosystem of data engineering and cloud partners.

Buyers evaluating MLOps capabilities should request recent POC deliverables, ask about concrete partnerships for data engineering and cloud infrastructure, and review examples of code modernization that demonstrate readiness for model operationalization and the model lifecycle. Also request references from the sectors the firm lists and confirm whether the team supports resource shipping or on-the-job coaching to help move models from prototype to production.

Key Highlights

• Client logos shown on the site include BMW, bpost, UCLouvain, AGC, and IPM Group.
• Stated sector experience covers Marketing, Fraud, Optimization, Automotive, Banking, Media, Utilities, and Industry.
• The site lists CRM capabilities that include contact field cleaning, deduplication, Master Data Management, and customer segmentation reports tailored for Belgian B2C and B2B contexts.
• The company lists an office address in La Hulpe and notes operating hours Monday–Friday from 8am to 5pm.

Services

• Consultancy
• Coaching
• X-Analysts
• Ecosystem partnerships

Contact Information

Website: welovedatascience.com

Phone: +32 463 35 50 17

Email: info@welovedatascience.com

Address: Avenue des Rossignols 5A, 1310 La Hulpe

9. Data Wizards Solutions

Data Wizards Solutions is a Belgium-based AI consultancy with offices in Brussels and Machelen. Their AI Solution & Development page explicitly lists MLOps and DevOps expertise, and team bios identify specialists in Azure & ML engineering and in MLOps & AutoML.

Buyers evaluating MLOps vendors can verify Data Wizards’ production experience by reviewing their end-to-end delivery approach, which the site describes as covering requirements engineering through productionization and operational support. The site also states they implement solutions on-premises, in hybrid environments, and in the cloud, which buyers can confirm during technical discussions.

Key Highlights

• Partners, tools and technologies shown on the site include MLflow, Kubernetes, Docker, Databricks, Microsoft Azure, AWS, Google Cloud, PyTorch, TensorFlow, Apache Airflow, and Apache Spark.
• The company publishes prepackaged generative-AI products named CustomGPT Chatbot, AI Email Assistant, and AI Enterprise Search for rapid deployment.
• Named case studies on the site include an Azure data-platform migration for AG Insurance, location-analytics support for Proximus, and an anomaly-detection project for Infrabel.
• The website displays client logos across enterprise and public customers and lists industries served from automotive and retail to healthcare and the public sector.

Services

• AI Solution & Development
• MLOps & AutoML
• Data Engineering & Architecture
• AI Strategy

Contact Information

Website: datawizards.io

Email: info@datawizards.io

Registered Office: Avenue Fraiteur, 15/23 1050 Brussels - Belgium

Office Address: Leonardo da Vincilaan, 19 1831 Machelen - Belgium

10. Logibot

Logibot is an AI software platform based in Zellik, Belgium that enables logistics operators to choose, train, and control human-like robots without hardware vendor lock-in. The company presents a simulation-first workflow that walks teams from data and simulation through AI-based behavior training to live deployment and real-time monitoring in existing warehouse environments.

Logibot's website does not use the term "MLOps", but it documents adjacent capabilities buyers should evaluate for model operations. Buyers should request demonstrations of simulation split tests, examine how the platform performs AI-based training and continuous monitoring, confirm vendor-neutral robot integrations, and review the specific KPIs the platform tracks for productivity, uptime, task completion, and cost savings.

Key Highlights

• Focuses on floor-level intralogistics tasks including sorting, pallet handling, unloading, cage movement, and internal transport.
• Lists flexible commercial models on the site: SaaS subscriptions, proof-of-concept engagements, and Robot-as-a-Service options.
• States that initial deployments can be completed in weeks thanks to simulation-first validation and AI-based training workflows.
• Supports human-in-the-loop remote assistance for edge cases and continuous improvement through operational feedback.

Services

• Simulation & Validation
• AI Behavior Training
• Deployment & Control
• Monitoring & Optimization

Contact Information

Website: www.logibot.eu

Email: louis@logibot.eu

Phone: +32 477 22 95 13

Address: 310 Research park - Zone 1, 1731 Zellik, Belgium

11. VALKUREN

VALKUREN builds Big Data and AI solutions from Brussels and states an industrial delivery path that moves projects from prototype to full production, explicitly mentioning production deployment with MLOps pipelines, monitoring dashboards, automated retraining and governance integration for long‑term reliability.

Buyers can evaluate VALKUREN for MLOps by requesting the Strategic Data & AI Assessment and by reviewing its staged delivery approach that includes an AI maturity evaluation, strategic workshops, rapid prototyping, controlled pilots and production industrialization.

Key Highlights

• Founded in 2014 and based in Belgium.
• Offers a no‑commitment 45‑minute diagnostic call that identifies inefficiencies and quick wins.
• Listed as an AI Expert company and connected to Innoviris, Agoria, AI4EU and Digital Wallonia.
• Leadership recognition: CEO Valerie Zapico featured in Inspiring Fifty Belgium 2020.

Services

• Data Analytics & Dashboarding
• Strategic AI Assessment & Roadmapping
• Predictive Maintenance Solutions
• Process & Energy Optimization

Contact Information

Website: www.valkuren.com

Phone: +32 2 372 99 85

Email: hello@valkuren.com

Address: Cantersteen 12, 1000 Brussels, Belgium. (valkuren.com)

12. Logibot (duplicate)

Logibot is a Belgium-based AI software platform that enables logistics and industrial operators to choose, train, and control human-like robots inside existing warehouses without rebuilding facilities. The official site presents a software-led, hardware-agnostic approach that aims to operate robotic labor through software and avoid vendor lock-in.

The site does not use the term "MLOps" or describe a formal model-ops toolchain. Buyers evaluating Logibot for MLOps responsibilities should request evidence of training-data pipelines, model versioning and deployment workflows, and the telemetry used to produce operational KPIs.

Key Highlights

• Simulation-first validation to reduce deployment time and integration risk, with initial deployments noted as executable in weeks rather than months.
• Focused on floor-level intralogistics tasks including sorting, pallet handling, unloading, cage movement, and internal transport.
• Flexible commercial models listed on the site: SaaS subscriptions, proof-of-concept engagements, and Robot-as-a-Service to avoid large upfront investments.
• Operational KPI tracking reported in real time for productivity, uptime, task completion, and cost-savings measurement.

Services

• Data
• Simulate
• Train
• Control

Contact Information

Website: www.logibot.eu

Phone: +32 477 22 95 13

Email: louis@logibot.eu

Address: 310 Research park - Zone 1, 1731 Zellik, Belgium

13. Blazing‑AI

Blazing AI is a generative engine optimization (GEO) agency that aims to make brands appear as cited answers inside large language models and answer engines. The site presents a product called Blazing Pulse that scans websites to measure how often models cite a brand, assess sentiment, and flag hallucinations.

The official site does not present model training, deployment pipelines, feature stores, or other traditional MLOps tooling for model lifecycle management. Buyers evaluating Blazing AI for MLOps should request technical documentation on deployment and serving, model versioning, API integrations, and data governance, or else use Blazing Pulse reports and the agency’s audit deliverables to judge its monitoring and observability coverage.

Key Highlights

• Operates under LDST Consulting (BCE BE 1041087934) and lists its corporate address in Brussels at Rue du Bon Pasteur 53, 1140 Evere.
• Blazing Pulse tracks multiple LLMs and answer engines named on the site, including ChatGPT, Gemini, Perplexity, Claude and Mistral.
• The Blazing Pulse product is offered with a free plan and paid tiers called Starter, Business and Agency, with the Business tier adding gap analysis and prioritized recommendations.
• The company’s terms state that strategic retainers are generally contracted for initial periods of three or six months and that the Blazing GEO Tracking SaaS has separate terms of use.

Services

• Visibility audit (Mission GEO)
• Blazing Pulse monitoring
• Strategic retainer
• Editorial production

Contact Information

Website: blazing-ai.com

Address: Rue du Bon Pasteur 53, 1140 Evere, Belgium

14. Studio Shaped

Studio Shaped designs and delivers operational AI systems and digital products for defence, government, energy, and other regulated industries. The company website highlights semantic interoperability, agentic workflows, and AI transformation guided by the Orbit Method as core proof points for its work.

Buyers assessing MLOps capabilities should review Studio Shaped’s published frameworks and insights, such as "The Shaped Framework for Implementing Agentic Workflows" and "Skills, Tasks, and Agents." Request concrete details about data governance, logging, explainability, and how prototypes integrate with existing stacks because the site emphasizes auditability, human oversight, and user-tested prototypes.

Key Highlights

• Runs workshops, prototypes early, and tests solutions with real users to validate value quickly.
• Publishes technical insights and frameworks, including "Skills, Tasks, and Agents" and "From Human to Agentic Evaluation."
• Offers Adaptive Learning Design focused on mission readiness and learning-in-the-flow-of-work.

Services

• UX & product strategy
• Digital product development
• AI & agentic architecture
• Adaptive learning design

Contact Information

Website: studioshaped.com

Phone: +32 468 07 63 50

Email: hello@studioshaped.com

Conclusion

We feature SoftPro as our author-selected international partner listed first among MLOps companies to watch in Belgium in 2026. SoftPro is presented as suitable for startups, midmarket organizations, and enterprise teams and is framed to serve the Belgian market with cross-border delivery.

When choosing among Belgian MLOps providers, prioritize demonstrated technical depth in production-focused MLOps work rather than pilot-only engagements. Confirm whether a vendor covers end-to-end delivery and maintenance, including automated pipelines, monitoring and clear operational handover commitments. Match the supplier’s delivery model to your needs, choosing product-oriented platforms for repeatable operations, consultancies for bespoke engineering and change management, and agencies for rapid conversational or generative projects. Finally, assess collaboration fit by reviewing team composition, in-market support and references for similar regulatory or scale requirements before committing.

Frequently asked questions

How much does MLOps implementation in Belgium typically cost?

Costs vary widely depending on project scope, data complexity, infrastructure needs, and service level agreements. Small pilots can be relatively low cost, while full production deployments require larger budgets for integration and monitoring. Ask shortlisted vendors for phased quotes and include ongoing maintenance in the estimate.

How should I choose between a boutique MLOps specialist and a larger provider in Belgium?

Boutique specialists often provide deeper customization and faster iteration, while larger providers offer broader infrastructure, compliance support, and multi-team coordination. Match the vendor’s strengths to your priorities: agility and close collaboration for rapid product development, or scale and process maturity for enterprise production. Review case studies and request references from similar engagements.

Which Belgian MLOps companies are better suited for startups versus large enterprises?

Startups typically benefit from partners that offer flexible pricing, fast pilots, and hands-on collaboration to reach a minimum viable product. Large enterprises should prioritise vendors with proven governance, security controls, and integration capabilities for complex IT environments. The article lists a range of firms, including the featured company SoftPro, that cover different organisational needs and maturity levels.

What is a realistic timeline for deploying MLOps with a Belgian provider?

A clear discovery and scoping phase usually takes a few weeks to align goals and requirements. Proofs of concept or pilots commonly run one to three months, with full production rollouts taking several additional months depending on integration complexity and regulatory checks. Build time also depends on data readiness and whether existing infrastructure can be reused.

What are common risks when outsourcing MLOps in Belgium and how can I mitigate them?

Common risks include data privacy and residency issues, vendor lock-in, insufficient model monitoring, and unclear service responsibilities. Mitigate these by defining data governance and SLAs in contracts, requiring exportable artifacts and documentation, and running staged pilots with measurable success criteria. Ask vendors about their approach to model monitoring, compliance, and handover procedures before signing an agreement.