Home The HR AI Business Case

The HR AI Business Case

Budgets, ROI, vendor choices, and the compliance risks leadership will ask about.

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AI API Cost Calculator

Work out what an AI model actually costs per month from your token usage, and compare the major models side by side.

Subscription vs API Cost Comparison

Compare a flat monthly chat subscription against the equivalent API usage and find the break-even point where one overtakes the other.

Guides

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Calculating Real Cost-Per-Hire Savings Before You Buy an AI Recruiting Suite

A working method for modeling what an AI recruiting suite will actually save you, so your business case survives contact with finance.

Nadia Kowalczyk, a workforce-analytics and HR strategy consultant · 9 min read

How to Run a Vendor Bake-Off for AI Hiring Tools Without the Vendor Spin

A structured evaluation that uses your own reqs, your own data, and blind scoring to see past the demo and pick the tool that actually performs.

Nadia Kowalczyk, a workforce-analytics and HR strategy consultant · 9 min read

Presenting AI Adoption and Its Risks to Leadership Without Overpromising

How to make the case for AI in recruiting to your executive team in a way that earns trust, funds the work, and survives the first bad month.

Nadia Kowalczyk, a workforce-analytics and HR strategy consultant · 8 min read
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