FluidAI Medical


Developer and deployer of data-driven surgical care technologies that combine continuous biochemical and physiologic sensing, electronic health record integration, and machine learning. Focus areas include real-time monitoring of postoperative drain fluid, predictive models and expert systems for postoperative complications, in-house device manufacturing, and clinical evidence generation for gastrointestinal and general surgery.

Industries

Artificial Intelligence (AI)
Health Care
Health Diagnostics
Hospital
Medical
Medical Device
Hospitals and Health Care

Nr. of Employees

small (1-50)

FluidAI Medical


Products

Real-time surgical drain monitoring device

Inline device that attaches to surgical drains to continuously measure biochemical parameters (pH, conductivity, temperature) for early detection of complications.

Postoperative clinical risk prediction platform

Platform that consolidates EHR and physiologic data, runs predictive models and surgical expert systems, prioritizes patients, and delivers transparent risk drivers to clinical teams.


Services

Tailored machine learning model development, retrospective data analysis, and deployment aligned to institutional workflows and patient populations.

Centralization of disparate clinical and device data, building ETL/ELT pipelines, data modeling, dashboards, and self-service analytics.

Phased implementation services including discovery, co-design, technical setup, privacy approvals, clinical pilots, onboarding, and scale-up support.

Multilingual patient support with conversational assistants, wearable integration, symptom flagging, and clinician dashboards to support remote monitoring and education.

Real-time capture of clinical events to generate compliant discharge summaries and structured clinical documentation to support coding and billing.

Expertise Areas

  • Real-time physiological and biochemical monitoring
  • Clinical predictive modeling and surgical expert systems
  • Electronic health record integration
  • Medical device manufacturing and quality systems
  • Show More (5)

Key Technologies

  • Nanosensor-based biochemical sensing (pH, conductivity, temperature)
  • Continuous physiologic and biosensor data capture
  • Machine learning for clinical risk prediction
  • EHR interfacing and clinical data integration
  • Show More (5)

News & Updates

Announcement that the company's drain-monitoring device received FDA 510(k) clearance (device-specific availability may vary by jurisdiction).

Secured a $2-million Government of Canada investment to support global commercialization of AI-driven postoperative care technology.

Company announced an acquisition deal with Emmetros Limited.

Feasibility study examining changes in drain fluid pH and conductivity as early predictors of anastomotic leaks.

Study examining how early detection of anastomotic leaks affects outcomes and healthcare costs by comparing data before and after platform deployment.

Study evaluating safety, usability, and effectiveness of at-home monitoring using the platform, and correlation with standard laboratory and clinical assessments.

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