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What I learn while recruiting on the ground.

Local labour market figures, experiments that failed, and what public data really says about hiring pressure in a role.

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technology · AI & recruiting

AI CV Scoring: How It Works and Why It's Reliable

AI reads your CVs in seconds across four key dimensions. But how does the scoring actually work — and can you trust it? We asked the question and answer it here.

Jean Toselli · March 5, 2026 · 9 min read

recruiting · frontline recruitment

How to Reduce No-Shows in Frontline Recruiting

You found the candidate, the slot is booked — and then the no-shows pile up, costing you time, money, and morale. Here's how to cut them by at least 4x with automated reminders.

Jean Toselli · March 28, 2026 · 8 min read

frontline recruitment · local labour market

How to Recruit in a Tight Labor Market in France

France Travail's 2025 data reveals a hard truth: in many local labor markets, active jobseekers are only 20% of the talent pool. How do you reach the other 80%?

Jean Toselli · March 18, 2026 · 12 min read

frontline recruitment · hidden costs

The Real Cost of a Failed Frontline Hire

Everyone knows a bad hire is expensive. But exactly how much? We ran the numbers — and the reality is often worse than you'd think.

Rafa · April 2, 2026 · 9 min read