Automation journal
Real cases, methods and AI decisions.
What we learn while automating SMB operations, away from generic promises.
7 article(s)
Case studies · 8 min
How a real-estate manager freed 16 hours a week without hiring
Three AI agents, five weeks to roll out, zero email entry.
Léa Tanguay · May 7, 2026
Method · 6 min
Automation audit: 30 minutes to map 10 years of habits
Our framework to spot good automation candidates without falling into the AI-everything trap.
Tech & AI · 5 min
Why your AI agents should talk to your CRM, not replace it
Rip-and-replace is expensive and breaks habits. Agents that integrate always win.
Opinion · 4 min
AI does not replace your people. It gives them back the work they loved.
A read on the Quebec market after 18 months on the ground.
Case studies · 7 min
3× faster bookkeeping: what we did for a Casablanca firm
Entry, classification, reports: leadership reads, nobody assembles.
Tech & AI · 9 min
Evaluating an AI agent in production: 5 metrics that actually matter
Beyond raw accuracy: what we track for clients every week.
Method · 5 min
Why starting small is sometimes the worst automation strategy
Counter-intuitive: aim for the most painful, not necessarily the easiest.
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