From the field

Practitioner insights, not thought leadership

Real deployments, real problems, real outcomes. Articles, video walkthroughs, and case studies — two per month. No trend roundups. No hot takes. Just what we've built and what we've learned.

Articles — written from live deployments

Videos — system walkthroughs on YouTube

Case studies — real clients, real outcomes

2 posts/month — quality over frequency

Article

Business Intelligence · Strategy

Why your BI implementation will fail — 4 pitfalls we've seen firsthand

60–85% of BI initiatives fail to meet objectives. Unclear processes, no accountability, disconnected decisions, inadequate training. Here's what we've learned from real deployments.

Video

Open Source · Product Demo

QHub Wiki AI — full product walkthrough

How to deploy a self-hosted AI knowledge base in 30 minutes. Install, configure the Chrome extension, and start querying your own docs.

Article

Manufacturing · Low Code

Power Apps on the shop floor: what actually works vs. what gets abandoned

We've deployed Power Apps in manufacturing environments. Some tools got used daily. Others were abandoned in a month. Here's the pattern we've seen — and how to build for adoption from day one.

VideoCase Study

Manufacturing · AI · Live Demo

Live demo: querying a manufacturer's ERP through WhatsApp

3-minute walkthrough of the conversational ops system we built. Watch customer service answer an order query, a sales rep check status on the road, and a manager pull commission data — all via chat.

Article

Business Intelligence

Apache Superset vs. Power BI — an honest comparison for mid-market companies

We've deployed both. Here's what we'd actually recommend based on your team size, technical capability, and whether you want to own your stack or pay a monthly fee.

Case Study

Managed Services · Automation

We automated employee onboarding for 200+ client companies — without building custom software

An MSP was manually onboarding and offboarding employees across hundreds of client companies. One missed offboarding = a compliance incident. Here's the system we built and why it runs without anyone touching it.

Article

Low Code · Microsoft Platform

How we use Microsoft Dataverse to replace 3 separate systems for a manufacturing client

Originally published as a feature overview. Now rewritten with a real client context — what we replaced, how we migrated, and what the team can now do that they couldn't before.