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This is the 5th launch from Rippling. View more
AI Spend Console by Rippling
Launching today
AI Spend Console gives Finance and Engineering leaders one place to track AI spend across tools (such as Claude and Cursor) and connect it to business outcomes. Break costs down by vendor, model, or employee, then connect spend to GitHub output data like pull request volume and the # of code revisions. You can get started for free–no Rippling subscription required.
Free Options
Launch Team
@rachel_cantor3 What made you focus on AI spend visibility instead of just usage tracking?
Rippling
@landon_matthew AI Spend Console really focuses on both! You can see metrics like daily active users but also AI spend across vendors, teams, roles. Spend and usage are both critical, so we show you both.
This is one of my favorite Rippling AI prompts I'd recommend trying: Build a dashboard that shows AI usage and spend over the last 90 days by team, manager, provider, and model. Include total spend, active users, adoption rate, requests/tokens, and spend per employee.
How did you decide which GitHub metrics actually show AI value?
Rippling
@nathaniel_george We worked very closely with Rippling Engineering leaders to understand what would actually be valuable. They wanted to see core metrics like PR volume or cost per PR and then interestingly, metrics like AI-assisted code that shows high rework/high revisions.
Which dashboard insight surprised your own team the most?
Rippling
@alice_hayes2 For me, it was interesting to see which teams and roles are using which models. For example, some teams and roles were using expensive models and they really don't need to for their use cases. This has helped us better control spend. I'll let the other makers chime in too!
Serand
Rippling
@rukhsar_amjad For companies who are already Rippling users, their org data already lives in Rippling. If you're new to Rippling, you'll need to bring in that data (employees, teams, departments) via CSV. Once you do that, Rippling will do all the data mapping.
I've tried building this kind of tracking in a spreadsheet before and it fell apart within a month. Having code revision data tied directly to spend would've saved me hours.
Rippling
@madison_marley Hey Madison! Spreadsheets are great for lots of things but pretty manual and super time intensive, especially when you're bringing in data from a bunch of different sources. Would love to hear what you think of AI Spend Console once you give it a try!
Free access without a Rippling account is a smart move. I'm more willing to test something when there's no upfront commitment required.
Rippling
@chandrshekhar_rawen Thanks :) We're offering a 30 day free trial for non Rippling customers. I'd love to hear what you think of the product!
I've been tracking AI spend manually in a shared doc and it's already out of date by the time I update it. Automated syncing with GitHub data sounds like exactly the fix my team needs, assuming the integration is reliable.
Rippling
@thomas_jack3I'd love to know what you think of the product!