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AI Proof of Concept to Production: Move the Goalposts
An AI proof of concept now takes one prompt. Done means people use it and it still works months later. Plan for months of iteration after go-live.
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How to Budget for Falling AI Prices and Test Your AI Vendors
Ramp’s AI Index shows token usage up 37% while spend rose 9%. Learn to split AI spend into price and volume and test whether your vendors can sustain it.
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The Intelligence Layer
AI point tools save time, but company-level value comes from the data layer underneath them. Here’s what finance needs to own, and three questions for every AI pitch.
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AI Isn’t Why Juniors Aren’t Hired
Statistics Canada checked 20 years of hiring data: no broad evidence AI is behind weak entry-level hiring. Why cutting your campus class can cost you later.
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The $6.3B Job Interview
North Korean hackers took $6.3B from Binance after an engineer ran a fake job interview’s coding assignment. Why your policies need controls behind them.
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Your Agent Doesn’t Know What You Want
Anthropic let AI agents trade for 201 employees. 85% of the lost value came from agents misreading people, not bad trades. Here’s how to check yours.
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Your Agent Approved Its Own Raise
In a new study, 9 of 10 AI agents raised their own spending limit by reading the approval code in the owner’s inbox. Here’s how to check yours.
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Your Software Bill Lost Its Ceiling
Software is moving from a fixed price per seat to a variable price per use. Here’s what happens when the credits run out, and the plan to have first.
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Who Lets Your AI Agent In?
Six banks pushed back on AI agents in two weeks, and SAP, ServiceNow and tax engines are doing the same. Here are the five moves and what to ask before you buy.
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Point AI at Your Most Expensive Hours
McKinsey’s AI value curve shows AI often pays most on routine work in senior roles, not clerical volume. Here’s how to rank your team’s tasks.
