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Insights & Perspectives

Latest articles on digitalization, AI and transformation.

Workflow diagram for classifying customer inquiries with local AI: an incoming email is classified by Laya and routed through n8n to a ticket system, CRM, ERP or Microsoft Teams
6 min read

Automating Customer Inquiries with Local AI (Laya)

Classify customer inquiries with the local open-source model Laya and route them via n8n or Power Automate to your ticket system, CRM and ERP.

AI automation for mid-sized business: Modern production environment with AI-driven processes and digital dashboards
11 min read

AI Automation: 10 Processes With the Fastest ROI

AI automation for mid-sized companies: ten high-potential processes and criteria for effort, data readiness, value and prioritization.

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

Limits of Artificial Intelligence: What AI Cannot Do

Where are the limits of artificial intelligence? An assessment of creativity, reliability, ethics, work and corporate responsibility.

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 for mid-market companies: compare brownfield, greenfield and hybrid, understand costs and avoid project mistakes.

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 potential assessment to delivery: process, cost drivers, project duration and criteria for choosing a consulting partner.

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: Architecture & Costs

MCP servers connect AI agents with SAP, ERP and CRM. This guide covers architecture, security, cost drivers and vendor selection.

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

AI Agents in Business: Uses, Data & Risks

How AI agents execute tasks, what data they need and how companies can control access, approvals and operational risks.

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

Custom AI Development: Costs, Process & Vendor Choice

Build custom AI internally or with an external partner? Compare the process, cost drivers, data requirements and vendor selection criteria.

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

How to become an SAP consultant: roles, salary ranges, entry paths for career changers and useful certifications in one practical guide.

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

AI Strategy: Roadmap from Idea to Production

Build an AI strategy from maturity assessment and use-case evaluation to a prioritized roadmap. A practical guide for business leaders.

Modern AI consulting in enterprise
8 min read

AI Consulting for Companies: When It Makes Sense

When does AI consulting make sense? Learn the common starting points, avoidable mistakes and criteria for choosing the right consulting partner.

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

SAP IBP Order-Based Planning: Practical Guide

SAP IBP with Order-Based Planning: manage orders instead of volumes, model priorities and improve supply chain decisions.