Collaborative Intelligence™
Two decades of clinical expertise. Now amplified by AI.
High value decisions still require human judgment, clinical expertise, and institutional knowledge. Collaborative Intelligence is MRO’s framework for partnering AI, automation, and the largest team of clinical experts in the nation to enable more efficient workflows and better outcomes.
The Premise
Amplify, don’t replace.
The volume of clinical data your team handles continues to grow faster than headcount can. Speeding up processes with ungoverned and untested AI trades one problem for another: fast answers nobody can stand behind.
Collaborative Intelligence is MRO’s answer to both pressures. AI paired with clinical judgement by design. AI handles the repetitive pattern work – finding, sorting, flagging; MRO’s clinical experts confirm every call. The result is clinical data that moves faster, stays accurate, and is audit ready for all your organization’s needs.
Together, they learn & improve
Every decision feeds refinement. The system gets smarter at your cases.
Where It Operates
A continuous loop, not a one-way handoff.
Collaborative Intelligence isn’t a single product’s feature. It’s the same AI-plus-expert pattern, run in sequence, everywhere MRO touches clinical data.
Finding the right patients, surfacing the right data
AI finds the right patients and records, surfaces the right values, and flags what needs review; clinical experts confirm every suggestion and layer additional quality checks on top. Prodigy, Clinetic, Q-Apps, and the Data Integrity System all operate here, with benchmarking built into each tool as the work happens.
Validating and defending the data
AI surfaces the claims and denials worth appealing, compares coding and utilization across facilities and physicians, and preps the evidence trail for audits; clinical experts confirm every judgment call before it becomes a claim, a submission, or a defense. Today this spans the Data Integrity System, MRO’s security posture, and early-stage Revenue Integrity work — surfacing and prioritizing what to appeal, not yet drafting the appeal itself.
Getting curated data to the people and systems that need it
AI validates requests, routes records, and flags exceptions; clinical experts confirm every judgment call. This is Release of Information at scale, with the same benchmarking discipline carried through from Curation.
Turning every pass into better care and a better process
AI compares outcomes and performance against benchmarks — peer facilities, national registries, prior periods — and surfaces where quality, safety, and process are ahead or behind; clinical experts turn those comparisons into action: sharper quality improvement priorities, better patient outcomes, and a leaner, faster process the next time through. This is where Find, Validate, and Exchange feed back into how MRO and its provider partners actually improve.
Built on Execution
Collaborative Intelligence didn’t start with AI.
The principles behind Collaborative Intelligence — clinical experts as the system of record, layered quality checks, continuous training, deep registry expertise — have been the foundation of MRO’s work for more than two decades.
AI is the newest component in the framework, not the first.
The question with healthcare AI is rarely “Can the model do the task?” It is “Can the organization deploying it stand behind the result?” MRO can.
1,200+
clinical data experts, largest team in nation
85%
with 10+ years hospital experience before joining MRO
1,500+
certifications across dozens of clinical specialties
24 yrs
of clinical data management experience
2,000+
hospitals served on the MRO platform
Smarter clinical data starts with smarter collaboration.
See how Collaborative Intelligence and Prodigy come together inside the workflow.