Cognitive AI for Health
Automated clinical summarization to supercharge
documentation, research, and population health.
Clinical Decision Support
Give superpowers to
What is Evidently
Evidently is a Cognitive AI platform that automates low-level cognitive tasks involving clinical data and knowledge - tasks that underlie patient care, revenue cycle, clinical research, and population health. They are routinely performed by clinicians, data abstractors, research teams, and care coordinators - slowing work, causing frustration, and leaking revenue. Built on 12 years of advanced research on Machine Reading and Knowledge Graph, Evidently empowers these endeavors to be dramatically more efficient and effective.
Clinical Decision Support
EHR-embedded intelligence: Problem-oriented summary of patient data and clinical knowledge at the speed of thought.
Reduce clicks & frustration
Increase efficiency & productivity
Practice at the top of license
Improve reimbursement
Clinical Decision Support
Date
April 25, 2024
Subjective
Burnout, frustration, death by 4000 clicks
Objective
6hr in EHR a day; 57% on chart review and documentation; simple reorganizaiton of information reduces time by 15% and errors by 56%
Assessment
Root cause: EHRs organize data by source & modality, but clinicians think in problems & concepts.
Plan
Get Evidently, an EHR-embedded app that automatically extracts and summarizes patient data and clinical knowledge into problem-oriented views (POVs).
Clinical Documentation Integrity
“Grammarly” for providers: Proactive and comprehensive capture of patient complexity at documentation time.
Accurate documentation
HCC/CC/MCC capture
Medical necessity
Quality measures
Clinical Documentation Integrity
Date
April 25, 2024
Subjective
Reactive queries, ineffective engagement, incomplete HCC capture.
Objective
Low throughput (6-10 charts/day). Rising outpatient CDI (45%). Call for Proactive CDI.
Assessment
Reactive CDI needs to be complemented by physician-centric documentation assistance.
Plan
Get Evidently, an EHR-embedded app that automatically summarizes a patient's disorders and clinical evidence for each disorder.
Clinical Research Acceleration
Real-time deep phenotyping: Make clinical notes queryable; accelerate trial matching by orders of magnitude.
Rapid feasibility study
Automated deep matching
More matches in less time
Clinical Research Acceleration
Date
April 25, 2024
Subjective
Most trials fail to recruit. EHR-based pre-screening holds the key, but opacity of unstructured data stays in the way.
Objective
80% enrollment failure rate. 0.9 patients / site / month. $336 pre-screening labor / patient.
Assessment
Making unstructured clinical data queryable can dramatically boost eligibility screening efficiency and yield.
Plan
Get Evidently - use Cognitive AI to structure both criteria texts and clinical notes. Eligibility screening in seconds.
Population Health Management
Omnivorous analytics: Unprecedented depth for care gap identification, risk stratification, and cost reduction.
Automated abstraction
Lower cost
Better outcome
More shared savings
Population Health Management
Date
April 25, 2024
Subjective
Unstructured clinical data represent both massive opportunities and great challenges.
Objective
56% underwhelmed by current solution; 96% value clinical data ≥ claims data; 62% experience poor clinician engagement.
Assessment
Ideal solution: robust extraction and integration (analytics); actionable outputs (impact); clinical workflow integration (engagement).
Plan
Get Evidently – omnivorous analytics for care gap identification, risk stratification, and cost reduction; actionable summaries integrated into clinical workflows.
Platform
Evidently solutions are built on top of a unique Cognitive AI platform consisting of:
- A Knowledge Graph that encodes millions of medical concepts and billions of relations between them.
- A Machine Reading engine that makes sense of unstructured data including notes, reports, scanned documents, and C-CDA / HIE / Care Everywhere.
Integrated Workflow
Deploy Within Weeks
As a SMART on FHIR app, Evidently is seamlessly integrated into common EHR systems like Epic and Cerner. Available on their app stores, Evidently can be deployed within a few weeks.
Available soon in
Athena Marketplace
Available in Cerner App Gallery
Available in Epic Connection Hub
With more EHR's on the way!
Evidently aims to work with many EHR systems. Reach out to request yours!
Add Evidently to Your Workflow
Let Cognitive AI Work for You
Epic is a registered trademark of Epic Systems Corporation.
Cerner is a registered trademark of Cerner Corporation.
Athena is a registered trademark of athenahealth, Inc.