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How AI-Era Pricing Is Reshaping Finance Operations
Usage-based and hybrid pricing models are changing how B2B companies generate revenue — and creating new headaches for the finance teams behind them.
Tabs co-founder Rebecca Schwartz and PwC Partner Amit Dhir sat down to unpack exactly what that means in practice: how pricing model decisions ripple into revenue recognition, forecasting, and financial ops — and what it takes to scale without piling on manual work.
Watch the on-demand recording to get practical frameworks, real-world examples, and a clear path to operationalizing usage-based revenue — including a forward-looking take on how AI will reshape financial workflows. If your team is navigating pricing complexity heading into the back half of the year, this is worth an hour.

AI-Forward Insights for the Modern Chief of Staff
THIS WEEK'S BRIEF
A founder asked me last month, half-joking: "If the AI writes the brief, what do I need you for?"
It landed because I'd been asking a version of the same thing.
Here's the honest answer I've come to. The briefs, the summaries, the first-draft decks, the parts of my job that AI is taking over, were always the most visible ones. The value lived in the judgment behind them.
THE USE CASE
For 2 years, my weekly exec brief was the proof I was on top of things. Now an agent produces it in minutes, and it's good.
Once I got over that, I looked at what I did with the time it gave back. I spent it on the call before the call, reading which decision the CEO was quietly avoiding. Deciding what not to put in front of the board. That was the judgment. The document just made it legible.
The brief was the receipt. The work was the judgment behind it, and that's the part AI still can't touch.
THE PROMPT (members only)
The full weekly audit prompt is for CoS Signal members, along with the prompt library and everything else members get. Founding rate is locked at $14.99/month or $99/year.
THE SIGNAL
McKinsey raised its estimate of the work activities generative AI could automate to 60 to 70% and found it hits knowledge work hardest: the drafting, summarizing, and first-pass analysis that used to feel like the safe, skilled part of the job. For Chiefs of Staff, the tasks that make you look busy are the first to go. The ones that make you trusted are not.
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THE RESOURCE
Ethan Mollick's One Useful Thing. A Wharton professor writing the clearest, least-hyped thing going on where human judgment still beats AI, and how to hand AI the grunt work so your judgment goes further. Free.
ONE MORE THING
This week's prompt is one of many. The full CoS Signal prompt library lives inside membership.
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Keep up with AI in 5 minutes a day. MavSource aggregates updates from all major AI newsletters, podcasts, companies, AI labs, and hundreds of other sources — then summarizes the key updates.
Until next week,
Stephanie
CoS Signal, by the AI Empowered CoS
P.S. The ideas, frameworks, and words in this piece are my own. I used AI to assist with design and file production.




