Insights & Articles

Notes from the field

Practical insights on technology, AI, and digital strategy from 15+ years of building software for businesses. No hype, just what actually works.

AI & Automation

Choosing the Right AI Model Tier for Each Task

A guide to choosing AI models for business tasks: match light, standard, and reasoning tiers to job difficulty so quality stays high and costs stay sane.

·5 min read

Digital Strategy

Fix Your Data Before You Buy AI

Data quality for AI is the unglamorous prerequisite everyone skips. How messy customer records and duplicate spreadsheets quietly sabotage AI projects.

·5 min read

Engineering

MVP Scoping: How to Decide What to Build First

An MVP scoping guide for founders and owners: how to cut a product idea down to the one workflow that proves value, and what to deliberately leave out.

·6 min read

AI & Automation

Automating Your Back Office With AI Workflows

A step-by-step guide to back office automation with AI: which admin tasks to automate first, how to chain workflows, and how to keep humans in control.

·6 min read

AI & Automation

AI Employees vs Hiring: The Real Math for SMEs

AI employees vs hiring humans: a realistic cost and capability comparison for SMEs, including the hidden costs of supervision, errors, and integration.

·6 min read

Engineering

Why Legacy Systems Quietly Kill Business Growth

Legacy systems business risk is rarely a crash. It is slow quotes, manual workarounds, and features you cannot ship. How old software silently caps growth.

·6 min read

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