A one-time analysis is a snapshot. Auri is your always available advisor and teammate, not a report you file and forget.
Question any finding, pressure-test a recommendation, or brainstorm the plan, whenever you need to think it through. A consultant would bill you for another engagement to do that. Auri is already included.
The honest answer: the analysis doesn't split the 38% into a clean system-versus-training percentage, that breakdown wasn't measured in the source documents. But the evidence points clearly to where the weight sits, and most of it is a system gap.
Here is what the data shows.
System gap, the larger share
Training gap, the smaller share
So the lever is mostly the system. Turn on Coupa's routing enforcement and the required-approval check, and the bulk of that 38% closes on its own, without retraining anyone.
A sample exchange from the purchase-order analysis
Auri is the part of ValueAtlas where the value keeps growing after the initial report lands. She holds the full context of a customer's specific analysis, or their whole portfolio when they are not inside one report, remembers conversations across sessions, and is honest when the evidence cannot fully answer a question instead of guessing. Available as a floating window from anywhere in the product, she is built to function like an included analyst on call rather than a one-time chatbot bolted onto a report.
Most analysis is a depreciating asset: it is worth the most the day it lands and less every day after. ValueAtlas is built to do the opposite, to keep the value working, and to appreciate the longer you keep it.
The value you uncovered stays in view instead of fading into a filed report. ValueAtlas watches your numbers against the targets the analysis set, and tells you plainly when something starts to drift, so the value you worked for does not quietly slip away.
Once one process is handled, ValueAtlas points you to the next one worth mining. The engine that found value the first time keeps finding it, so your operation gets sharper the longer you run it through ValueAtlas.
Refresh your figures and ValueAtlas checks them against the targets the analysis set.
The value you found stays front and center, framed as value protected, not a report gathering dust.
As you act on the recommendations, ValueAtlas connects what you did to what moved.
When one process is handled, it points you to the next place value is trapped.
Start with one process. Auri and the value engine come included, and get more valuable the longer you run your operation through them.
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