4 ways to reduce your AI costs today.
This session is now available on demand.
Stream the walkthrough with Revenium's founders and leave with a fix list you can walk into your next budget review with.
Your AI bill keeps climbing, and the budget keeps taking the hit. You can see the total. What you can't see is the waste driving it. A model running on outdated pricing, an agent retrying silently and billing you twice, one credential quietly eating a chunk of the budget. The spend is easy to see. The reasons are buried in transactions nobody has time to scan.
AI Insights ends the guesswork. It hands you a ranked list of exactly what's wasting money and what to fix first, with each finding tied to the transactions behind it and the dollars at stake. Act on the top items, and the relief shows up on your next invoice.
Vendor billing dashboards show you total spend. They don't show you which spend produced no value. AI Insights does, across four patterns we see in nearly every customer.
In this on-demand session, John Rowell and Jason Cumberland break down the four kinds of hidden cost burning your AI budget:
Failures hiding inside successes - calls that look like they worked but cost two or three times what they should have, because they failed, retried, or truncated along the way. The user got an answer while the bill paid for every attempt.
The wrong model for the job - workloads pinned to models that no longer fit. Too weak for the task, too expensive compared to a newer release, or about to be sunset. Most teams haven't revisited the choice since launch.
Architecture that multiplies cost - structural patterns that compound the bill. Agents calling agents in loops, long prompts running uncached on every request, the dynamic-middle anti-pattern that defeats the 80% caching discount.
Spend without an outcome - money flowing to work no one's doing anymore. Dormant agents nobody owns, abandoned integrations still drawing tokens, a single credential spiking because someone wired it to a test environment.
See how a cost alert traces back to the root cause in minutes, and walk into your next budget review with a ranked list of saving opportunities.
