GovernanceNew at RSNA 2026Who's watching your imaging AI?
Satori measures the effectiveness of every imaging algorithm you use, against the goals you set, and replaces any that miss. Leadership and the AI committee get one clear record of what each tool delivers.
GovernanceIllustrative data82%
On goal
91%
76%
On goal
88%
58%
Drift
79%
31%
Below goal
62%
“Once it's live, nobody is actually watching it.”
Approval felt like the finish line. Then a scanner is upgraded, a model version changes, and a tool quietly drifts while each vendor grades itself in its own portal. Your committee has day jobs, the guidance puts local validation on you, and it's your name on the policy. You know an annual slide is a long way from real monitoring.
ACR–SIIM1
The first practice parameter for imaging AI includes ongoing performance monitoring after deployment.
Because TestDynamics stands apart from every vendor, its evidence carries weight with hospital leadership.
1. ACR–SIIM Practice Parameter for Imaging Artificial Intelligence, approved by the ACR Council in 2026, covering tool selection, pre-deployment evaluation, and ongoing performance monitoring.
The independent referee for every algorithm.
Each algorithm is measured on your own patients against goals agreed on before go-live, watched for drift, and compared with the final report, so disagreements are reviewed on purpose and follow-ups reach the right people.
- Watched 24/7Every algorithm tracked against the baseline it was approved on, on your own patients.
- Measured independentlyDrift, usage, and radiologist feedback in one place, from a party that doesn't build or sell algorithms.
- Ready for reviewAn audit-ready record of which algorithms run, where, and how each has performed.
Governance
- 1ChooseThe right AI for each clinical need, with goals for each use case agreed on before go-live.
- 2ProveOn your own patient data, before you commit. The results become the baseline.
- 3ViewEvery finding in one clear view, where radiologists read, and every response they give feeds the record.
- 4MeasureEach algorithm against its baseline and your goals, with drift flagged early.
- 5ReplaceAny that miss, under the same agreement. The replacement goes back through Choose and Prove.
The Satori Governance Cycle
Proof of value for decision makers.
Goals for each use case are agreed on before go-live, and Satori measures against them from day one. Leadership sees how often each tool's findings are used and acted on, by radiologist, use case, and site, alongside performance and return. The AI committee reviews independent evidence, ready for key decision makers or a surveyor.
Kept, replaced, or expanded on evidence.
Satori tracks each tool's accuracy against your local baseline, flags drift early, and compares AI findings with the final report. Radiologists agree, override, or disagree with one click as they read, and every response feeds the record. Your committee reviews the evidence instead of producing it, and Satori keeps the record surveyors and payers ask for: what runs, where, how it was tested, and how it has performed since.
- PE · CTTested on your studies · 2 sitesKeep
- ICH · CTTested on your studies · 3 sitesExpand
- RIB · XRBelow goal for two quartersReplace
Findings that reach the right people.
Priority flags from your cleared triage tools arrive in the worklist, and acute and incidental findings reach the clinicians who need them. Satori tracks incidental findings and recommended follow-up, and every open item stays visible until it is closed.
Explore the rest of the platform.
StewardsUnbiased, ever-present experts who run your programMeet the Stewards
Let us show you how imaging AI can transform your workflow.
Book a demo. Our experts will walk you through Satori and show you how to simplify your workflows, empower your clinicians, and improve patient outcomes.