2026-07-27·5 min read
What Canadian privacy law actually requires of your AI
There is no federal AI statute in force in Canada. What binds you is privacy law — PIPEDA, BC PIPA, and Quebec's Law 25, which already regulates automated decisions.
Insights
Writing that turns AI pressure into operating value.
Long-form notes on AI strategy, training, and implementation. These pieces are written like field notes from the work, not abstract thought leadership.
2026-07-27·8 min read
How to become an AI-native company when you weren't born one
AI-native is usually defined so that only startups qualify. Here is the version that works for a 30-year-old business — built on your people, not your org chart.
2026-06-01·4 min read
Why AI training fails when it stops at vocabulary
Only 13% of employees have had any AI training while 80% already use AI tools at work. That gap is where shadow AI lives — and why most training changes nothing.
2026-05-31·4 min read
What an AI readiness assessment should actually answer
Most readiness assessments produce a scorecard nobody acts on. A useful one answers five questions and tells you what not to do yet.
2026-05-30·4 min read
Why AI pilots stall before production
Most enterprise AI pilots never ship. The blocker is almost never the model — it is ownership, integration, and the day-two work nobody scopes.
2026-05-29·5 min read
Governance that helps AI move faster
Governance that reviews everything reviews nothing well. Risk-tiering, a named owner, and clear defaults let teams ship — and beat the August 2026 EU deadline.
2026-05-28·5 min read
Agent product analytics: why the run matters more than the session
Agents can hit 60% success on a single run and 25% across eight. Session dashboards hide that completely — here is what to measure instead.