Insights
Practical notes for growing businesses
Short, actionable guides on AI adoption, finance operations, and business advisory, written from real implementation experience.
Guide
How to calculate ROI on your first AI pilot
The 5 metric framework we use with every client: time saved, error reduction, throughput, cost per unit, and employee satisfaction.
Framework
The 3 question AI readiness test
Before spending on AI, answer three questions. If yes to all three, you have a viable use case.
Opinion
Why most AI projects fail at SMEs
The 4 failure modes we see repeatedly and the simple fix for each one.
Practical
AI for finance teams: where to start
Invoice processing, reconciliation, variance commentary, and forecasting, ranked by complexity and typical ROI.
Guide
Building an AI governance checklist for SMEs
You do not need a 50 page policy. Start with these 8 items.
Comparison
ChatGPT vs Claude vs Copilot: which one for your business?
A practical comparison for SME use cases, not benchmarks, but real world performance on common tasks.