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Insights & Perspectives

Latest articles on digitalization, AI and transformation.

Abstract representation of the limits of artificial intelligence with human and machine elements
·10 min read

What Are the Limits of AI in 2026?

Limits of AI in 2026: from missing creativity to ethics. Which jobs remain safe and where AI agents are changing the rules.

Benedikt Willwerth presenting an SAP S/4HANA migration strategy to a professional audience at an SAP conference
·12 min read

SAP S/4HANA Migration: A Mid-Market Guide

SAP S/4HANA migration: brownfield, greenfield, or hybrid? Costs, timelines, and the five most common mistakes. From our project experience.

Lucas Rachner presenting an AI transformation strategy to a professional audience at a corporate event
·10 min read

AI Consulting: The Decision-Maker's Guide

AI consulting from needs analysis to partner selection. What a project costs, how long it takes, and which mistakes you should avoid.

MCP Server - magazine cover with server hardware and network cables, symbolizing the connection between AI models and enterprise systems
·11 min read

MCP Server Development: Enterprise AI Integration

Build or commission a custom MCP server for AI agents connected to SAP, CRM and ERP. Architecture, costs and security guide.

Illustration of AI agents autonomously interacting with enterprise systems
·11 min read

AI Agents: Hype vs. Real Enterprise Value

AI agents between OpenClaw hype and real value: Why the data layer matters and how n8n makes agents safe. From our practice.

Lucas Rachner, Managing Director rwQUANTICAL - AI development and consulting for enterprises
·10 min read

Custom AI Development: The 2026 Business Guide

Build or buy? Why outsourcing AI development beats in-house for mid-sized companies, plus what to look for in a partner.

SAP consultant presenting an S/4HANA greenfield migration strategy to clients in a modern office with skyline view
·12 min read

How to Become an SAP Consultant in 2026

Become an SAP consultant: salaries up to €120k, career changer entry paths and SAP certification. Your 2026 career guide.

AI strategy planning for business - whiteboard with roadmap visualization
·12 min read

AI Strategy: Roadmap from Idea to Production

AI strategy that works: From maturity assessment to implementation plan. A practical guide for mid-sized company decision-makers.

Modern AI consulting in enterprise
·8 min read

Why AI Consulting Is Becoming Essential for Enterprises

AI consulting is not optional. It is a competitive edge for mid-sized companies. Common mistakes and how to get started.

SAP IBP dashboard with supply chain planning and order-based planning visualization
·9 min read

SAP IBP: Value Steering Over Volume Management

SAP IBP with Order-based Planning shifts focus from volume planning to order-level decisions. Insights from real IBP projects.