Faktion
Faktion builds tailored enterprise AI products in Europe, specializing in multi-agent systems, RAG-first architectures, and Evaluation-Driven Development.
About
Faktion is an AI product studio based in Antwerp, Belgium, founded in 2016, that builds and scales custom AI products for enterprise clients across Europe. Their three core service lines — AI Strategy & Advisory, AI Product Studio as a Service, and AI Capabilities as a Service — cover the full arc from roadmap to production deployment. They work across Business AI, Industrial AI, and Generative AI domains, serving clients in manufacturing, financial services, logistics, HR, telecommunications, and the public sector.
Faktion's methodology centers on Evaluation-Driven Development (EDD), a proprietary approach that measures real progress and de-risks decisions across the AI development lifecycle. Their Agentic AI practice builds multi-agent frameworks and AI Knowledge Assistants that give enterprise teams 24/7 access to domain expertise. ISO 27001 certified, they serve clients in regulated industries where governance, observability, and data security are non-negotiable.
With over a decade of delivery experience and a client roster spanning Proximus, Securex, Sibelco, Argenta, Atlas Copco, Engie, SD Worx, and the EU Council, Faktion has established itself as a go-to AI product partner for European industry leaders.
What They Do
AI Strategy & Advisory
Rapid workshops to identify and prioritize AI opportunities, assess business and technical feasibility, and deliver an actionable roadmap with ROI projections
Keynotes and organizational AI capability-building programs
AI Product Studio, as a Service
End-to-end delivery of mission-critical AI products: define, build, scale, and operate
Multi-agent knowledge platforms, RAG-based assistants, and LLM-powered document processing systems
Legal AI systems for automated legislation change detection and summarization (e.g., Lex4You for Securex)
Omnichannel AI platforms for enterprise communications (e.g., #Interact for Proximus)
AI-powered recruitment portals (e.g., Selectivo for Probis)
Company-wide AI translation services from PoC to production
Self-improving procurement engines and reusable GenAI chat interfaces
AI Capabilities, as a Service
Embedded AI expertise that accelerates internal teams from prototype to production
Architecture guidance, coaching, and evaluation-driven improvement
Industrial AI
ML pipelines for IoT sensor data and machinery usage detection
Computer vision systems for workplace safety and automated quality inspection
Digital twin and simulation for throughput optimization and energy reduction
Smart planning, scheduling, and workforce management automation
Energy forecasting and contract vs. spot price optimization
Agentic AI & EDD
Multi-agent orchestration frameworks and AI Knowledge Assistants
Evaluation-Driven Development (EDD) methodology for production-grade quality assurance
LLM-as-a-Judge evaluation agents and continuous model monitoring
Data Quality & MLOps
Continuous model monitoring, retraining pipelines, and MLOps infrastructure
Services & Tech Stack
Services
- Multi Agent Workflow Orchestration
- RAG Pipeline Development
- Custom AI App Building
- AI Workflow Automation
- Document Processing Automation
Is This a Fit?
Enterprises in regulated industries — manufacturing, financial services, legal, telecommunications, and HR — that need production-grade AI products with governance, observability, and multi-agent architecture.
Companies looking for off-the-shelf chatbot setup, basic SaaS AI tool configuration, or simple website integrations without custom AI product development.
Ideal Client
Innovation Leads, CDOs, and AI Lab Heads at mid-market to large enterprises in industrial, financial, or regulated sectors who need to move AI projects from prototype to production.
Track Record
Founded in 2016 and operating for nearly a decade, Faktion has delivered AI products for over 80 named enterprise clients across Europe, including Proximus, Securex, Sibelco, Argenta, Atlas Copco, Engie, and the EU Council.
Common Outcomes
- 50% reduction in document processing time with improved retrieval accuracy (Securex)
- 5% yield increase and 12% energy reduction via digital twin simulation (Sibelco)
- 90% terminology compliance in automated legislation change detection (Lex4You)
- 10–15% reduction in workforce planning admin through digitised payroll management (Sprimoglass)
Notable Clients
Use Cases
Case Studies

Enterprise-Grade Multi-Agent Knowledge Assistant
Utilities / ManufacturingChallenge
Ferranti needed to streamline operations knowledge access across the organization.
Solution
Faktion built a multi-agent knowledge platform that boosts accuracy and speeds up onboarding company-wide.

Document Tagging, Summarisation & Keyword Extraction
HR / LegalChallenge
Securex faced slow, manual document processing workflows.
Solution
Faktion built a Generative AI system for auto-tagging, summarization, and dynamic keyword extraction.

Lex4You: Automatic Legislation Change Detection & Summarisation
Legal / HRChallenge
Securex needed to track and communicate collective labour agreement (CLA) changes at scale.
Solution
Faktion built a Legal AI system that detects and summarises CLA changes with 90% terminology compliance.

Proximus #Interact: Omnichannel AI Platform
TelecommunicationsChallenge
Proximus needed a unified platform to manage all customer conversations across channels.
Solution
Faktion and Proximus built #Interact, a unified AI-powered platform transforming enterprise communications and customer engagement.

Optimising Throughput and Reducing Energy Consumption
ManufacturingChallenge
Sibelco needed to improve production yield and reduce energy use in mineral processing.
Solution
Faktion applied advanced digital twin and simulation techniques to optimize throughput.

Selectivo: AI-Powered Public Sector Recruitment Portal
Public Sector / HRChallenge
Probis needed to modernize public sector hiring with transparency and efficiency.
Solution
Faktion and Probis built Selectivo, an AI-powered recruitment portal tailored to the complexities of local government hiring.
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Self-Improving Procurement Engine with AI
Professional ServicesAn AI-powered procurement engine designed to improve sourcing accuracy and efficiency over time.
At a Glance
Location
Antwerp, Belgium
Founded
2016
Team Size
11 – 50Timeline
4–10 months
Delivery
HybridEngagement
Project BasedRetainerClient Tier
Mid MarketEnterpriseRegions Served
Western EuropeLanguages
EnglishDutchFrenchCertifications
ISO 27001
Focus Areas
Specialties
Verticals
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| Signal | |||
|---|---|---|---|
| Category | AI Consulting Strategy | AI Consulting Strategy | AI Consulting Strategy |
| Location | Antwerp, Belgium | London, United Kingdom | Berlin, Germany |
| Team Size | Not listed | Not listed | Not listed |
| Client Tier | Mid Market | Enterprise | Enterprise |
| Delivery Model | Hybrid | Hybrid | Hybrid |
| Typical Budget | Not listed | $250,000+ | Not listed |
| Services | Multi Agent Workflow OrchestrationRAG Pipeline DevelopmentCustom AI App Building+2 | AI Use Case IdentificationAI Operating Model DesignAI Proof of Concept+2 | AI Use Case IdentificationAI Operating Model DesignAutonomous AI Agents+2 |
| Tech Stack | LangChainLangGraphOpenAI API+3 | Not listed | Not listed |