AI Engineering & Product Development

Build scalable, innovative AI products tailored to your business needs by leverage Faktion’s expertise in custom AI engineering

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Cases

Optimising Uptime and Lifespan of Machines with Predictive Maintenance

Optimising Uptime and Lifespan of Machines with Predictive Maintenance

Person wearing headphones working at a desktop computer in a cozy, dimly lit room. The screen displays recruitment software for the job “Maatschappelijk werker”, showing a timeline step for a written test and a calendar to select a test date.

Probis: Building an End-to-End GenAI Recruitment Portal

AI Boosts Hatchery Yield by Pinpointing Process Deviations at Petersime

Petersime: Cycle Similarity Analysis & Set-Point Discipline

Energy Forecasting & Contract vs Spot Price Optimisation for Nissha

Nissha Metallizing Solutions: Energy Forecasting & Contract vs Spot Price Optimisation

AI-driven Intelligent Document Processing SaaS Platform with Metamaze

Metamaze, A Faktion Spin-Off: Intelligent Document Processing SaaS Platform

Real-Time Train Tracking and Response with Computer Vision at Infrabel

Infrabel: Real-Time Train Tracking and Response with Computer Vision

Blog posts

Testing GPT-5 Beyond the Hype: What We Learned from Real-World Evaluations

Testing GPT-5 Beyond the Hype: What We Learned from Real-World Evaluations

August 12, 2025

Agentic knowledge Management Assistants help organisations systematically capture, structure, and access knowledge, transforming it from an operational bottleneck into a strategic competitive advantage.

Knowledge Management Assistant: What is it & Why Does It Matter?

Pooria Nobahari

Designing Agentic AI Workflows: Six Steps for Enterprise-Ready Deployments

Designing Agentic AI Workflows: Six Steps for Enterprise-Ready Deployments

Pooria Nobahari

Split image showing a seamless customer intake process. On the left, a smiling woman in a casual outfit uses her smartphone in a bright, home-like setting. On the right, a cheerful customer support agent wearing a headset works at a computer in a modern office environment. Both individuals appear engaged and satisfied, symbolizing efficient and user-friendly digital interactions.

AI Agents for Intake Conversations: Elevating Accessibility & Frictionless Customer Intake Across Industries

Pooria Nobahari

The Age of Agents - Part 1: What They Are and Why They Matter

The Age of Agents: What They Are and Why They Matter

Competitive Advantage is your Data, Processes, and Engineering—Not Just the LLM

Competitive Advantage is your Data, Processes, and Engineering—Not Just the LLM

Making Images Accessible with Generative AI

Making Images Accessible with Generative AI

Elizaveta Cheremisina

Solving the Paradox of GenAI: Break through the glass ceiling of scaling GenAI

Solving the Paradox of GenAI: Break through the glass ceiling of scaling GenAI

February 10, 2025

Make your knowledge base AI-ready in 7 steps (Part 3)

Make your knowledge base AI-ready in 7 steps (Part 3)

February 6, 2025

Make your knowledge base AI-ready in 7 steps (Part 2)

Make your knowledge base AI-ready in 7 steps (Part 2)

February 3, 2025

Make your knowledge base AI-ready in 7 steps (Part 1)

Make your knowledge base AI-ready in 7 steps (Part 1)

January 30, 2025

The Business Value of Retrieval Augmented Generation

The Business Value of Retrieval Augmented Generation

January 22, 2025

How We Improved Celery’s Azure Integration: From Redis to Blob Storage

How We Improved Celery’s Azure Integration: From Redis to Blob Storage

December 4, 2024

Doing RAG Right: Key Lessons For Production-Ready AI

Doing RAG Right: Key Lessons For Production-Ready AI

November 13, 2024

Food Manufacturing Quality Control

Ensuring Consistent Output Quality with Process Modelling & Simulation

November 4, 2024

Sustainable Energy Management with AI

Deploying AutoML for Effective Energy Balancing

August 19, 2024

RAG Output Validation - Part 3: Human Feedback and LLM-based Validation

RAG Output Validation - Part 3: Human Feedback and LLM-based Validation

RAG Output Validation - Part 2: Generating the Ground Truth Dataset

RAG Output Validation - Part 2: Generating the Ground Truth Dataset

RAG Output Validation: RAGAs for Quantitative Validation (Part 1)

RAG Output Validation - Part 1: RAGAs for Quantitative Validation

The Intersection of AI and the Process Industry

The Intersection of AI and the Process Industry

Siemen Vander Sande

The impact of the EU’s AI Act on responsible and ethical AI development

The impact of the EU’s AI Act on responsible and ethical AI development

December 27, 2023

Reminiscing about the early days of chatbots, Chatlayer and this new era of GPT technology

Reminiscing about the early days of chatbots, Chatlayer and this new era of GPT technology

November 27, 2023

Prompt Flow in Azure ML - Part 3: Incorporating Automatic Prompt Engineering

Prompt Flow in Azure ML - Part 3: Incorporating Automatic Prompt Engineering

October 24, 2023

Prompt Flow in Azure ML - Part 2: A streamlined way to build LLM-based AI applications with RAG

Prompt Flow in Azure ML - Part 2: A Streamlined Way to Build LLM-based AI Applications with RAG

September 30, 2023

Prompt Flow in Azure ML - Part 1: Industry-grade prompt management

Prompt Flow in Azure ML - Part 1: Industry-grade prompt management

September 19, 2023

Why data has become a strategic asset for your business

Why Data Has Become A Strategic Asset For Your Business

September 15, 2023

Crafting JSON outputs for controlled text generation

Crafting JSON Outputs For Cntrolled Text Generation

September 8, 2023

High fidelity synthetic images using GAN: Generative Adversarial Networks

High Fidelity Synthetic Images Using GAN: Generative Adversarial Networks

September 4, 2023

Private: AI’s role in fighting fraud for bank payments

AI’s Role in Fighting Fraud for Bank Payments

Timeseries Anomaly Detection Without Anomalies

Timeseries Anomaly Detection Without Anomalies

February 6, 2023

Smart energy management, the answer to sustainable energy consumption

Smart Energy Management, The answer To Sustainable Energy Consumption

February 25, 2022

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