Medium Business Case Study - Incepto Medical

Client Profile:

Incepto Medical is a Paris-based health tech firm with around 100 employees, offering AI-powered diagnostic tools for radiology departments across Europe.

Business Challenge:

Radiologists faced backlogs from manual anomaly detection, risking delayed patient care. Strict EU regulations required high precision and auditability.

Solution:

Incepto implemented an anomaly-detection AI agent within hospital PACS, flagging potential issues in scans and generating real-time alerts with explainable heatmaps. A human-in-the-loop dashboard let clinicians confirm or reject findings, feeding back into model improvements.

Implementation Highlights:

After initial integration with six pilot hospitals, the agent processed two million scans. Weekly review sessions refined algorithms, ensuring performance met regulatory standards.

Features & Benefits:

The AI agent reduced initial anomaly detection time by 80%, prioritized critical cases, and maintained 97% precision. Explainable outputs built clinician trust and compliance.

Measurable Results:

Radiologist throughput increased by 30%, backlog reduced by 50%, and diagnostic turnaround improved from 48 to 12 hours on average.

Key Takeaways

Regulated sectors benefit from transparent AI, iterative feedback, and close clinician collaboration.