Overview
The Qventus Platform leverages advanced technologies such as artificial intelligence (AI), machine learning (ML), and behavioral science to transform healthcare operations. It is tailored to address the complex challenges faced by healthcare providers, including capacity crises, inefficiencies in patient flow, and the need for sustained operational transformation.
Key Features and Functionality
AI and Machine Learning
The platform uses localized AI-powered intelligence and ML models that are trained on the unique data of each healthcare organization. Unlike generic models, Qventus’ models are adapted to the specific patient population and processes of the hospital, ensuring more accurate predictions and tailored solutions.
Integration with Electronic Health Records (EHRs)
Qventus is fully embedded into EHR workflows, allowing care teams to access AI predictions, automations, and other added capabilities directly within their existing EHR environment. This seamless integration streamlines workflows and keeps care team members focused on patient care without the need to switch between different systems.
Real-Time Automation and Predictions
The platform automates key steps in healthcare operations, such as discharge planning, and predicts operational bottlenecks in real-time. It uses real-time data to identify issues as they occur and predict future barriers, enabling proactive measures to resolve them.
Early Discharge Planning (EDP) Intelligence
Qventus provides real-time insights to help care teams set aggressive yet achievable discharge dates and support optimal disposition determination. This is achieved through ML models trained on customer data, including provider notes.
Flow Prioritization
A machine learning algorithm embedded in the EHR worklists analyzes patient and census data to determine the optimal order sequence for care steps. This proactively frees up capacity and ensures timely discharges.
Automated Workflows
The platform’s intelligence engine detects gaps in care plans, prompts providers for key orders, and automatically opens or closes milestones, saving care team time and reducing manual workloads.
Behavioral Science and Change Management
Qventus incorporates behavioral science principles to form habits and ensure sustainable operational changes. The platform also includes expert change management strategies to help healthcare organizations deliver and sustain operational transformation.
Data Management and Validation
The platform features a large-scale data normalization system and an automated data quality system that runs thousands of checks to accelerate data validation and manage concept drift. It also includes a “time travel” feature that replays historical data streams to accelerate the validation of ML models for real-time performance.
Security and Maintenance
Qventus boasts robust security with SOC2-certified infrastructure, ensuring high levels of security, reliability, and privacy. The cloud-based platform offers automatic updates with minimal deployment tasks and no ongoing maintenance burden, reducing the IT lift for healthcare organizations.
User Experience
The platform is designed with an intuitive user-friendly experience, providing clear, actionable guidance to care teams. This helps in reducing cognitive load on team members and improving the overall patient experience.
Conclusion
In summary, the Qventus Platform is a powerful tool for healthcare organizations seeking to optimize patient flow, reduce operational inefficiencies, and improve overall care quality through the integration of AI, ML, and behavioral science within their existing EHR workflows.