Ground every stage of inpatient care in a living understanding of full patient complexity.
Documentation gaps, utilization & length of stay management, quality rates, mortality benchmarks, denial rates — they all trace back to the 80% of patient complexity buried deep in the chart that the EHR can’t read, and most tools can’t understand. Deliver insight across the hospital course, from the admitting provider through denial defense. Book a demo.
Insight across every stage of the hospital course. From admission, to progress, to discharge, to denial appeals.
Patient complexity doesn't present at one stage of the hospital course. It presents at all of them. Evidently maps the full patient record onto a medical knowledge graph of millions of medical concepts and billions of connections between them. One understanding that treats complexity wherever it shows up. Not a separate tool for each symptom.
Capture Complexity at Admission
No Documentation Drift
Manage Length of Stay in Real-Time
Close the Gap Before Discharge
Defend the DRG with Evidence
Documentation Quality
Every note grounded in
full longitudinal complexity.
Evidently drafts the admit note inside the EHR, grounded in the full longitudinal record — including the 80% the EHR can't read. Every document mapped through the medical knowledge graph — from SNOMED and LOINC to ICD-10, and the crosswalks between them. So what's buried in the record becomes what's documented in the note draft.
An admit note draft with the clinical depth of a PGY-3 who's read every record in the chart. A progress note reflecting today’s patient, and today’s complexity. Not yesterday’s note with a new date on it. And a discharge that accurately reflects the complexity of the care delivered.
The cardiomyopathy with EF at 25%. The valve repair at another hospital nobody asked about. Every condition traced to its source document, for the provider to review, edit, and sign.
See how the University of Iowa Health Care captured 4-5 additional quality-impacting conditions on average per chart with Evidently for Inpatient. Peer reviewed research.
Documentation Quality
Quality grounded in the full record, not a rules engine.
The routine gaps are already closed — captured at the admit note, evidence source-linked. The team opens the chart to a different baseline.
At a major academic medical center, that freed the CDI team to focus on the complexity that actually moves outcomes. They built Skills — clinical queries against the full record — targeting conditions standard workflows miss: sepsis indicators, abnormal lab patterns, nutrition-related conditions. Over four months, measurable improvements in MCC/CC capture across trauma, neurosurgery, and cardiology. Finding complexity nobody was looking for.
See how the University of Maryland supercharged CDI with Evidently for Inpatient
Documentation Quality
Every condition defensible, and traced to its source.
Every document in the patient's history is already indexed and traced to its source — the same record that powered the admit note, the same record CDI queried against. 65% of denials are never reworked because assembling evidence costs more than the reimbursement. When the record is already complete, denial defense is a query, not a research project. So is audit response. So is PSI review. So is O/E mortality.
See how UNC Health supercharged specialties across the health system with Clinical Data Intelligence
Operational Quality
Manage the hospital course,
grounded in the full patient record.
James Thorton Rogers, MD - Internal Medicine
The same understanding that powers every note also powers the operational view of the stay. Hospital day against expected length of stay. Discharge barriers. Pending orders. Clinical status — with abnormal values flagged before they become complications. One patient at a time, or your entire panel at once.
Operational Quality
Manage the hospital course,
grounded in the full patient record.
Define any list of patients — your service, a tumor board, a custom set — and choose which Skill to run across it. Outstanding orders. New outside records. Patients approaching their expected length of stay. One click into any patient opens the full record.
Meet the only ambient solution built for inpatient. Existing ambient solutions were built for outpatient. Two people in a room, a linear conversation, a structured note. Inpatient doesn't work that way. Sometimes you need to ask the chart a question on the walk between the garage and the OR. Or transcribe a differential in the ER. Or capture a multi-party conversation that doesn't fit someone else’s template.
Structured clinical intelligence from the full patient record — on any topic, in seconds. From safe-for-surgery assessments to social work discharge plans to genetic risk reviews — every skill generates source-traced clinical output tailored to the clinician's workflow. Build once, run on every patient.
The single biggest regret I have is not turning it on sooner.
The single biggest regret I have is not turning it on sooner.
Evidently helps me establish trust with my patients the moment I walk into the room.
Evidently demonstrated its ability to streamline chart review and help clinicians focus less on searching for information and more on caring for patients.
Evidently has been a true partner - building new capabilities and advancing integration with UNC Health’s EHR to support the way our teams work.
Loved by CMIOs, with AI steerability built in from the ground up. Clinical Data Intelligence gives you system-wide steerability in chart review, note drafting, documentation quality management, and denials. MEAT-compliant documentation by default. Your clinical guidelines shaping every draft. Responsible AI governance from day one. And clinician-level personalization out of the box, no analyst required.
Your Institutional Guidelines
Institutional guidelines built into every draft across the health system. MEAT compliance by design — not enforced through downstream review.
Clinician Personalization
Deploy clinical intelligence system-wide, or let individual clinicians build their own. One platform, both directions of control — no analyst required.
Partnership with AI Governance
Responsible AI training configured with your governance team and required before any clinician uses generative AI. Built in from day one, not bolted on later.
Trusted by CFOs and CMIOs. Loved by the clinicians who get up every morning to deliver exceptional care.
In my 23-year career of working with vendors here, Evidently was the fastest implementation I've ever seen!
Ask Evidently has been a game-changer for our providers.
Evidently is the best chart biopsy tool I've ever seen.”
Evidently's ability to speed up processes that used to take up so much of our time is incredible.
Evidently has completely changed my workflow and transformed my efficiency. My work-life balance is significantly better.
It's a vital tool to support our providers' wellbeing while delivering exceptional care.
Evidently helps me establish trust with my patients the moment I walk in the room.
It makes providers’ lives better, lets us provide better care, and the ROI is profound. You have lightning in a bottle.
I'm feeling happier because the EHR doesn't feel like so much of a burden.
In my 23-year career of working with vendors here, Evidently was the fastest implementation I've ever seen!
Ask Evidently has been a game-changer for our providers.
Evidently is the best chart biopsy tool I've ever seen.”
Evidently's ability to speed up processes that used to take up so much of our time is incredible.
Evidently has completely changed my workflow and transformed my efficiency. My work-life balance is significantly better.
It's a vital tool to support our providers' wellbeing while delivering exceptional care.
Evidently helps me establish trust with my patients the moment I walk in the room.
It makes providers’ lives better, lets us provide better care, and the ROI is profound. You have lightning in a bottle.
I'm feeling happier because the EHR doesn't feel like so much of a burden.
It previously took me more than 10 minutes per patient the night before, now it takes me two the day-of. Evidently has given me my evenings back.
Every hospitalist should have access to this tool.
The single biggest regret I have is not turning it on sooner.
Evidently is like having an unlimited resource of great residents who dug up all the patient data and put it together.
Working with the Evidently team has been one of the easiest, friendliest and most rewarding experiences I have had interacting with a commercial IT product team.
CDI teams are used to picking low hanging fruit with simple rules on structured data. Evidently dives deep into unstructured data and gets us to the top of the tree!
I don't know how I worked before Evidently and can't imagine working without it.”
Ask Evidently helps me efficiently investigate a patient’s care history, rather than getting lost in the long list of individual documents within the media tab and Care Everywhere.
It previously took me more than 10 minutes per patient the night before, now it takes me two the day-of. Evidently has given me my evenings back.
Every hospitalist should have access to this tool.
The single biggest regret I have is not turning it on sooner.
Evidently is like having an unlimited resource of great residents who dug up all the patient data and put it together.
Working with the Evidently team has been one of the easiest, friendliest and most rewarding experiences I have had interacting with a commercial IT product team.
CDI teams are used to picking low hanging fruit with simple rules on structured data. Evidently dives deep into unstructured data and gets us to the top of the tree!
I don't know how I worked before Evidently and can't imagine working without it.”
Ask Evidently helps me efficiently investigate a patient’s care history, rather than getting lost in the long list of individual documents within the media tab and Care Everywhere.
Ready for clinical AI that understands patient complexity? Book a live demo