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Thoughts on data engineering, automation, and the freelancer life

Contrast image: chaotic data and Excel spreadsheets next to a clean, structured database visualization

Data Quality: Why 60% of AI Projects Fail — And How to Fix It

60% of AI projects fail because of bad data, not bad technology. Real numbers, common data problems in mid-size companies, and a practical roadmap that works.

March 27, 20268 min

Data QualityAIData EngineeringMid-Size Business

Abstract visualization of AI agents automating business processes in mid-size companies

AI Agents for Mid-Size Companies: Hype or Real Help?

AI agents are the buzzword of 2026. But what do they actually deliver for mid-size businesses? Real numbers, proven use cases, and an honest reality check.

March 10, 20266 min

AIAutomationMid-Size BusinessAgentic AI

AI agent orchestrating documents and data streams in a company

Automation for Mid-Size Companies: Why Your Invoices, Emails, and Reports Still Run Manually

Invoice processing, mailbox scanning, reporting — most mid-size companies still do it manually. Here's what automation actually costs, what it saves, and where to start.

March 9, 20264 min

AutomationSMEDocument ProcessingROI