Engineering driven by the Forward-Deployed Engineering (FDE) methodology. We deliver vendor-agnostic, clinically safe, real-time AI-assisted workflow solutions for Endoscopy, Laparoscopy, and Radiology (CT/MRI).
To combine endoscopic video, surgical context, and radiology imaging to optimize outcomes, throughput, and the clinician experience.
We fuse temporal and spatial info from endoscopic video, radiologic imaging, and EHR metadata to support advanced interventional workflows.
FHIR-based patient/context lookup and DICOM-RT coordinate transforms to overlay radiology findings on live endoscopic views.
Capture RTSP/WebRTC streams into DICOM SC/VNA. GenAI agents summarize history and draft structured reports.
Real-time constraints met with low-latency inference. Multi-stream synchronization combining video, instrument telemetry, and patient vitals.
End-to-end efficiency: pre-op planning, OR setup, structured procedure logging, automated documentation, and OR throughput KPIs.
Computer Vision via CADe (detection) + CADx (diagnosis) on rigid/flexible endoscopes. Supports polyp detection, surgical phase recognition, and risk alerts.
Optimizing interventional workflows across CT, MRI, Ultrasound, and Fluoroscopy modalities for interventional radiology (IR).
Enabling pre-procedural planning, live image guidance, registration with endoscopy/OR feeds, and post-procedure reconstruction.
Embedded directly inside DICOM/PACS/FHIR infrastructure. Delivers contextual assistants for radiologists, case triage, and automated structured reporting.
HIPAA compliant data governance, encryption, and role-based access. Design controls adhere to IEC 62304 and ISO 14971 risk management, preparing for FDA SaMD pathways.
Explainability & Human-in-the-Loop
Tracking clinical KPIs (Sensitivity, Specificity, AUC) against operational KPIs (Inference latency, OR turnover time, Reduction in manual charting).
Embed engineers clinically: short cycles in clinical environments, direct feedback from clinicians.
Rapid prototyping in controlled clinical pilots → evaluate safety & efficacy → iterate.
Continuous validation using automated test suites and synthetic video simulators.