The AI Engine Behind Collaborative Intelligence™
AI suggests. Clinical experts decide. Quality programs perform.
MRO combines AI-powered case finding, abstraction, applicable follow-up and MRO clinical expertise in one managed quality-data approach.
60%
data elements covered
97%+
accuracy
1,200+
clinical experts
11,000+
monthly quality-check hours
The Problem
Abstraction is too important to automate alone, and too slow to do by hand.
Eighty percent of clinical data is unstructured, and abstractors interpret it line by line for registries, reimbursement, and patient outcomes. Full automation puts that accuracy at risk. Full manual review can’t keep pace.
Prodigy closes that gap end to end: AI finds and reads what a manual team never could at that speed, and clinical experts confirm every call. Together, we deliver an unmatched level of coverage and defensibility.
How it Works
The full lifecycle, not just abstraction.
Prodigy supports case finding; accelerates curation; follow-up closes the loop; analytics supports performance improvements. Clinical experts ensure defensibility at every step.
Find more eligible cases
Quality performance starts with complete case capture. Direct EHR integration supports automated case finding and selection.
- Applicable to Oncology, NCDR, and STS
Automate Abstraction
Prodigy surfaces evidence, suggests values, and flags inconsistencies inside the Q-Apps workflow. Only High and Very High confidence answers are ever surfaced, each backed by evidence and source context.
Close the loop
For applicable registries, follow-up support extends the workflow beyond initial abstraction.
- Follow-up applies only where required
Scale with clinical exerptise
Collaborative Intelligence helps experts spend less time searching and more time applying judgment. MRO provides the technology, clinical expertise, and managed services.
- 1,200+ clinical experts
- 11,000+ hours per month on quality checks
- Performed as an extension of your team
Turn data into performance
Curated data supports registry submission, quality reporting, analytics and performance improvement.
- Capture & submission
- Exception Reporting
- Clinical & Strategy Analytics
Prodigy does not:
- Submit data without expert review
- Replace clinical judgment on contested fields
- Operate outside Q-Apps or MRO’s quality system
- Hide its reasoning — ever
What Every Suggestion Shows You
Three things, every time. No exceptions.
Every value Prodigy suggests appears alongside three pieces of context, visible to the abstractor inside Q-Apps before any decision is made.
This is what “no black boxes” looks like in practice. Reasoning, confidence, and source are not optional features. They appear on every suggestion, every time — because a clinical expert can’t be accountable for a decision they can’t trace.
01
AI reasoning
A plain-language explanation of how Prodigy arrived at the suggested value. Not a model score. An actual sentence the abstractor can read and evaluate.
02
Confidence rating
A clear rating telling the abstractor how well-supported the suggestion is. Every surfaced suggestion clears a minimum confidence threshold.
03
Source excerpt
The exact passage from the chart, with page reference, that Prodigy used to form its suggestion. The abstractor can verify the source in one click.
Built for how your team actually works
See what Prodigy means for your role.
Improve quality-program performance with more complete, defensible clinical data.
Connect case finding, AI-assisted curation, applicable follow-up and managed expertise across the lifecycle.
What Makes Prodigy Work
Prodigy is more than a model. It’s where three forces meet.
Each force does what it does best. Together they produce more than the sum of their parts.
Together these forces produce more than the sum of their parts. That combined effect is what we call Collaborative Intelligence™: MRO’s framework for healthcare AI.
Trust
The principles of Collaborative Intelligence
These aren’t positioning statements. They’re architecture decisions visible in every suggestion Prodigy makes.
AI-Native Environment
Prodigy is not a feature bolted onto legacy abstraction software. It is built into the foundation of MRO’s curation work, covering up to 60% of data elements at 97%+ accuracy.
Shared Learning
Every accept, modify, and reject decision feeds Prodigy’s improvement. Working in partnership with the largest team of clinical experts in the nation, Prodigy gets better at the cases your organization, your registries, and your specialties produce.
Human Oversight
Every Prodigy suggestion comes with a written explanation, a confidence rating, and the chart excerpt it was based on. Every output that leaves MRO has been reviewed and approved by a credentialed clinical expert — which is exactly why this data holds up to CMS validation, TJC audits, and payer review when it matters most.
Resilience
Vacancies, volume surges, disruption: the work keeps performing because it never depends on any single person. That’s what depth of bench and a mature system deliver, reliably, across registries, service lines, and client environments.
It’s not replacing what I do. It surfaces the evidence so I can spend my time on the calls that actually require judgment, not hunting through records for timestamps.
—Clinical Data Abstractor, MRO
10+ years registry experience
Data Integrity
Powerful out of the box. Built around you over time.
Prodigy starts with a strong, out-of-the-box understanding of clinical documentation and registry logic. That’s true for every partner, from day one.
From there, it adapts. It learns your organization’s clinicians, where they document, what they emphasize, and the nuance specific to your environment. Every accept, modify, and reject decision your team makes sharpens that understanding further.
That adaptation belongs to you alone. It’s never shared with, or trained into, any other partner’s model.
What stays exclusively yours
Your model, tuned to your organization.
The starting point is shared across every partner. What Prodigy learns from your data is not.
- Your facility’s confidence model, tuned to your documentation patterns
- Your clinicians’ specific terminology and charting habits
- Every accept, modify, and reject decision your team makes
- Never shared with, or applied to, any other partner’s model
See Prodigy in the workflow.
See Prodigy in action. Live, in your workflow, in 30 minutes or less