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Governance, Risk & ROI

AI usage policy, measuring real ROI, and the privacy, security and compliance that keep you out of trouble.

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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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Writing an AI Usage Policy That Actually Protects the Company

Most AI policies are unenforceable wish lists. Here is how to write one that holds up when something goes wrong.

Karen Ito, an AI governance advisor · 8 min read

Measuring ROI on AI Initiatives: The Metrics That Matter and the Ones That Mislead

Usage dashboards and time-saved surveys make AI look successful. Here is how to measure whether it actually pays.

Karen Ito, an AI governance advisor · 9 min read

Data Privacy, Security and Compliance When Adopting AI Vendors

A practical due-diligence process for buying AI tools without handing your regulated data to a black box.

Karen Ito, an AI governance advisor · 9 min read