The Talent Engine Blog
Insights on hiring, sourcing, and building a talent engine
Practical playbooks on AI recruiting, passive sourcing, and scaling your pipeline, for talent acquisition teams and recruitment firms.
AI Recruiting Software Pricing in 2026: What It Costs Once Someone Has to Run It
Published prices for AI recruiting tools run from $15 to $299 a user. That number is real, and it is the smallest line in the budget, because every one of these tools assumes you already employ the person who operates it.
How Many Open Roles Can One Recruiter Handle? Run the Hours Math
Req count is the wrong unit. Here is the hours math that shows how many roles a recruiter can really carry, and how many should be in active sourcing.
The Role Has Been Open 90 Days: How to Find the Leak and Fill It
A req stuck at 90 days is rarely short of candidates. Here is the one hour funnel autopsy that finds the real leak, and how to fix each one.
Recruiting Agency vs In-House: The Real Cost to Hire Through a Recruiter
Contingency fees run 20% to 25% of first year salary, but that is one of three costs. Here is the full stack on one hire, and when a subscription wins.
How to Write a Hiring Brief for AI Sourcing (The Intake That Fixes Your Pipeline)
If your AI sourcing returns candidates that look right and never work out, the model is not the problem. Here is the one-page brief that fixes it.
What Not to Automate in Recruiting: Four Steps to Keep Human
AI can run most of your hiring process. Here are the four steps to keep human, and the test to decide where the line sits for your team.
AI Recruiting Metrics: How to Tell If Your AI Sourcing Tool Is Actually Working
Four metrics that show whether your AI sourcing tool is actually filling roles, plus the 30 day spreadsheet read that gets you the numbers.
How to Evaluate an AI Recruiting Tool Before You Buy (A TA Leader's Checklist)
Ignore database size and demo polish. Evaluate AI recruiting tools on shortlist precision, reply quality, and clean handoffs. A TA leader's real checklist.
Build vs Buy: How TA Teams Should Actually Think About AI Recruiting Tools
Most TA teams get the build vs buy decision on AI tooling backwards. Here's a simple framework for what to own, what to buy, and where AI doesn't help yet.
Why the Best Candidates Never Apply (And How Smart Companies Find Them Anyway)
70% of the workforce is passively open to new roles but never applies. Here's how leading companies are reaching them.