Aival provides vendor-neutral software for independent Quality Assurance of healthcare AI solutions. This platform objectively evaluates and continuously monitors AI performance using local hospital data to ensure reliability post-deployment. The service enables informed procurement decisions and maintains the benefits of trustworthy AI adoption over time.
Funding
Funding not disclosed
Founders
Product
Problem
Hospitals face challenges in confidently adopting AI solutions for radiology due to the need to ensure these products perform effectively and fairly on their specific patient data and maintain that performance over time. Evaluating and monitoring AI performance requires specialized tools and processes, adding to clinical workload.
Solution
Aival provides vendor- and platform-neutral software that enables hospitals to evaluate and monitor the performance of AI products in radiology using their own local datasets. The Aival Analysis Lab suite allows for objective comparison of AI solutions from different vendors, quantifying performance and fairness. Once deployed, the software continuously monitors AI performance, alerting to any unexpected changes and ensuring ongoing reliability. This helps hospitals make informed procurement decisions and maintain the benefits of AI over time, streamlining the AI assurance process and minimizing clinical workload.
Target Audience
The primary target audience includes hospitals and radiology departments seeking to adopt AI solutions, as well as clinical teams involved in AI procurement and monitoring.
Features
- Vendor- and platform-neutral software for evaluating and monitoring AI performance in radiology.
- AI Evaluation: Quantifies the performance and fairness of AI products from different vendors on local datasets.
- AI Monitoring: Provides ongoing surveillance of deployed AI to ensure continued effectiveness over time, alerting to any unexpected changes.
- Data Curation: Simplifies the process of curating imaging studies for local validation.
- The Aival Analysis Lab suite standardizes the processes needed for AI assurance.