The Persistent Threat of Retained Surgical Items (RSIs)
Retained Surgical Items (RSIs) represent one of the most critical and costly failures in patient safety, designated universally as "Never Events". Despite stringent manual counting protocols, these catastrophic oversights persist, placing patients at profound risk and subjecting hospitals to devastating financial penalties.
Manual counting, performed across multiple procedure stages, is inherently fragile, repetitive, and highly vulnerable to fatigue, distraction, and pressure. This leads to critical safety risks:
Count Discrepancies: Mismatches in manual counts occur in approximately 12.5% of surgeries. These discrepancies frequently trigger time-consuming recounts and searches, disrupting the workflow.
Risk Underestimation: Systemic underreporting is rampant; in one study, only 47% of perioperative staff consistently reported counting discrepancies. Furthermore, in 88% of confirmed RSI events, the final count was erroneously believed to be "correct".
RSI Frequency: Errors result in a suspected Retained Surgical Item in approximately 0.4% to 0.5% of surgeries. Confirmed RSIs occur in approximately 1 in 5,500 inpatient surgeries.
Financial and Clinical Consequences
The failure of manual counting protocols results in immediate and compounding harm. When a missing item is suspected, the response triggers significant clinical delays:
Time and Cost: Suspected RSIs require intraoperative X-rays, causing an additional surgical delay of 45–60 minutes. The time taken to complete the X-ray process alone can consume up to 50 minutes of operating room time. These searches and recounts, adding 7 to 32 minutes per event, are compounded by the high cost of OR minutes.
Patient Harm: Extended anesthesia resulting from these delays is clinically linked to a worsened prognosis in 14% of affected patients. Overall, every additional 30 minutes of surgery increases the risk of complications by 14%.
Litigation Risk: RSIs carry immense financial risk. They are associated with average malpractice compensation of approximately $650,000, with severe cases resulting in payouts up to $2.2 million per incident. The overall financial burden of surgical never events runs into billions of dollars annually.
Traditional safeguards, including manual counts (which have a sensitivity of only 77% in detecting discrepancies) and X-rays (which miss up to 25% of retained items), are insufficient to manage this persistent problem.
TrackiMed: Real-Time Digital Oversight for Safety
TrackiMed is engineered to eliminate the high-stakes risks associated with manual tracking through continuous digital oversight. By transforming tracking from a human task into an automated function, the platform enhances safety, efficiency, and hospital credibility.
The solution harnesses advanced AI and computer vision:
Real-Time, Continuous Counting: The ORKing platform (Phase I) uses high-resolution ceiling cameras and proprietary AI models to accurately recognize, count, and track every surgical instrument, needle, and sponge in real time. This technology is robust enough to track deformable objects within the complex surgical field.
Error Prevention: This continuous digital reconciliation prevents recounts, X-rays, and the resulting extended anesthesia risk. Circe (Phase III), the fully autonomous platform, is designed to continuously reconcile counts and raise early discrepancy alerts, ensuring that issues are identified and resolved before closure.
Verified Compliance: The voice-driven platform (Tracki, Phase II) ensures that safety checks, such as the surgical time-out, are consistently documented and verified without manual data entry. This approach ensures compliant, accurate records and eliminates the documentation fatigue and inconsistent records that lead to underreporting.
TrackiMed provides surgical teams with unmatched precision and continuous awareness without interruption, establishing a new standard for patient safety.
TrackiMed envisions a future where the operating room becomes a fully autonomous, intelligent environment, leveraging the Circulating AI Nurse Brain to lay the groundwork for a data-driven ecosystem where safety and compliance are proactively managed by design.

