From a days-long reporting cycle to trusted answers in minutes.
A large physician-led radiology practice relied on a reporting queue to answer operational questions, with custom reports often taking 3 to 5 days. We gave analysts and leaders a way to ask those questions themselves and get validated answers in under five minutes.
Previously, custom reporting typically took 3 to 5 days. Results are early observations from the engagement, pending formal measurement at scale.
The practice didn’t have a data-access problem. It had a time-to-answer problem. Operational questions that should have taken minutes were waiting days in a reporting queue.
Getting a trusted answer took days.
The practice had plenty of data, but getting an answer required a custom report. A question went into a reporting queue and often came back 3 to 5 days later. That made even routine operational questions dependent on analysts and slowed decisions across the organization.
Every question became a ticket. Requests went into a reporting queue and came back days later.
Numbers were hard to trace. Without a way to trace them, results were second-guessed.
Answers arrived too late. By the time a report came back, the moment to act had often passed.
Analysts became the bottleneck. Every operational question depended on the reporting team.
Questions could be answered directly, without waiting for a report.
Questions could be asked directly against governed data.
We brought the relevant data into a governed foundation and gave users a plain-language way to query it. Instead of submitting a reporting request, an analyst or leader could ask a question directly and receive an answer from the underlying data.
Before an answer was returned, it was checked against known results and could be traced back to its source. That validation produced 98%+ accuracy in early engagement testing.
The reporting queue stopped being the only way to get an answer.
Analysts and leaders could answer routine questions themselves instead of submitting every request for a custom report. The reporting team could spend less time producing one-off answers and more time on work that actually required analysis.
For the users asking the questions, the practical change was simple: a 3 to 5 day wait became an answer in under five minutes.
What decision is your data holding up?
Show us a question your team waits days to answer today. We will show you what it would take to answer it in minutes from governed, validated data. Building this capability across your organization? See our AI Center of Excellence.