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Faktion

AI Consulting Strategy

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?

Best For

Enterprises in regulated industries — manufacturing, financial services, legal, telecommunications, and HR — that need production-grade AI products with governance, observability, and multi-agent architecture.

Not a Fit For

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

ProximusSecurexSibelcoArgentaFerrantiProbisWienerbergerCrius GroupStellar LabsGIS InternationalAtlas CopcoEngieSD WorxBridgestoneKomatsuDP WorldBaloiseCrelanInfrabelEU CouncilAjinomotoLiantisSprimoglassDigipolis AntwerpenFlanders Make

Use Cases

Automated document processingWorkflow process automationInternal knowledge search

Case Studies

Enterprise-Grade Multi-Agent Knowledge Assistant

Enterprise-Grade Multi-Agent Knowledge Assistant

Utilities / Manufacturing

Challenge

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

Document Tagging, Summarisation & Keyword Extraction

HR / Legal

Challenge

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

Lex4You: Automatic Legislation Change Detection & Summarisation

Legal / HR

Challenge

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

Proximus #Interact: Omnichannel AI Platform

Telecommunications

Challenge

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

Optimising Throughput and Reducing Energy Consumption

Manufacturing

Challenge

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

Selectivo: AI-Powered Public Sector Recruitment Portal

Public Sector / HR

Challenge

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.

Self-Improving Procurement Engine with AI

Self-Improving Procurement Engine with AI

Professional Services

An AI-powered procurement engine designed to improve sourcing accuracy and efficiency over time.

At a Glance

  • Location

    Antwerp, Belgium

  • Founded

    2016

  • Team Size

    11 – 50
  • Timeline

    4–10 months

  • Delivery

    Hybrid
  • Engagement

    Project BasedRetainer
  • Client Tier

    Mid MarketEnterprise
  • Regions Served

    Western Europe
  • Languages

    EnglishDutchFrench
  • Certifications

    ISO 27001

Focus Areas

Specialties

Agentic AIRAG FirstMLOpsEvaluation Driven DevelopmentIndustrial AIISO 27001 Certified

Verticals

Predictive MaintenanceDemand ForecastingTalent AcquisitionClaims Processing

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Signal
CategoryAI Consulting StrategyAI Consulting StrategyAI Consulting Strategy
LocationAntwerp, BelgiumLondon, United KingdomBerlin, Germany
Team SizeNot listedNot listedNot listed
Client TierMid MarketEnterpriseEnterprise
Delivery ModelHybridHybridHybrid
Typical BudgetNot 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 listedNot listed