Avo Helps Health Systems Identify Care & Documentation Gaps During the Patient Stay Before They Become Costly Downstream Problems

NEW YORK, Sept. 17, 2026 /PRNewswire/ — Avo, the clinical intelligence platform that brings clinical evidence and patient context into the clinician workflow, today announced an AI-powered inpatient workflow designed to help health systems improve care and capture revenue, quality, and compliance at the point of care.

The inpatient workflow connects clinical decision-making and documentation within the EHR,  bringing clinical intelligence into the workflow while care is being delivered.  By synthesizing live patient data with trusted clinical evidence, Avo helps clinicians identify care and documentation gaps in real time, improving patient outcomes and care quality while supporting more accurate revenue capture and stronger compliance.

Capturing the full acuity and complexity of patient care has become increasingly important as healthcare shifts toward value-and outcomes-based models. Yet many health systems still rely on retrospective documentation and Clinical Documentation Integrity (CDI) processes that occur after care is delivered. This downstream approach can leave the full complexity of the patient underrepresented in the medical record, affecting not only reimbursement, but also quality measures and other performance metrics needed for patient acuity.

Avo moves that work upstream, bringing clinical intelligence into the workflow while care is being delivered, when it can inform both clinical decisions and documentation. By helping clinicians capture the full complexity of the patient at the point of care, Avo enables health systems to improve care quality and documentation integrity while helping them capture reimbursement and reduce costly downstream review and rework.

“Health systems have spent years building processes to recover revenue and address documentation gaps after care is delivered, but by then, the most important opportunity has already passed,” said Yair Saperstein, MD, MPH, co-founder and CEO at Avo. “We’re moving that work to the point of care, where the same clinical evidence that helps a clinician make the right decision can also help ensure the patient’s full complexity and the care delivered are accurately documented. That means better-informed care for patients, less rework for clinicians and CDI teams, and more appropriate revenue captured from the start.”

The inpatient workflow synthesizes the patient chart, applying clinical evidence to identify diagnoses, care gaps, and documentation opportunities that may otherwise be missed. By helping clinicians identify and document clinically supported diagnoses with greater specificity during the patient stay, Chart Assist can reduce manual chart reviews and downstream CDI queries while ensuring the medical record more accurately reflects the patient’s severity and complexity.

Now, Avo connects clinical decisions with the documentation that supports them, giving health systems a way to address care quality, documentation integrity, and reimbursement within the same inpatient workflow.

Avo’s approach has demonstrated measurable impact on both documentation accuracy and financial performance. In a retrospective study of 167 de-identified inpatient charts from the MIMIC database, Avo captured 100% of evidence-supported CC and MCC diagnoses, compared with 52% documented by physicians, while making fewer unsupported assertions.

To learn more, visit avomd.com/in-patient-workflow.

About Avo

Avo is the clinical intelligence platform that brings clinical evidence and patient context into the clinician workflow, helping health systems improve quality, revenue, and compliance at the point of care. Integrated with leading EHRs, Avo unifies patient data, trusted clinical knowledge, and health system guidance into AI-powered workflows that help clinicians make more informed care decisions and ensure documentation accurately reflects the complexity of care. By putting clinical evidence to work in real time, Avo helps health systems move beyond retrospective documentation, coding, and revenue cycle processes.  Avo partners with more than 60 healthcare organizations, including VCU Health, Marathon Health, MSU Health Care, Emanate Health, NeighborHealth, Mass General Brigham, PM Pediatric Care, Ozarks Healthcare, and Cibolo Health. Learn more at avomd.com.

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SOURCE AvoMD