9.3%
of surgical cases had at least one defective tray
A sterile-processing study recorded 3,900 tray defects across 41,799 cases.
Work systems analysis of sterile processing ↗Decision Intelligence for medical-device distributors managing trays, loaners, implants and other procedure-critical items after the normal logistics cut-off.
The distributor-side decision loop
The normal path is no longer viable · parallel checks · immediate escalation
Procedure window at risk
Nearest feasible stock and route located
Constraints tested at the same time
Options escalated to a named authority
Human approval, action and incident record
Illustrative process · timings, economics and system write-back are established per customer deployment.
Illustrative workflow · customer timings and economics are measured during the diagnostic.
Published research quantifies the operational friction around trays, instruments and procedure readiness.
These studies document the friction around a procedure-critical supply decision. Groflex is designed to govern the gap between the signal, the available response and the accountable handoff.
9.3%
A sterile-processing study recorded 3,900 tray defects across 41,799 cases.
Work systems analysis of sterile processing ↗>50%
A 2024 study reported an average delay of 10.16 minutes where delay data was available.
BMC Surgery instrument-error study ↗15.9%
Incidents included instruments, devices and preparation-stage failures.
PubMed equipment-incident analysis ↗Study populations and definitions differ. These figures establish the problem context; customer-specific frequency, cost and response time are measured during the Groflex diagnostic.
Groflex sits above the distributor’s existing systems. It joins the operational context, compares feasible responses, checks the authority policy and preserves the approved handoff.
Start with a bounded historical dataset. The free Exposure Check shows the planning exposure; a controlled pilot then tests one governed workflow and produces a dated decision on whether to expand.
Groflex is currently pre-revenue with no production deployments. Controlled validations use customer-provided data. A signed Japanese distributor LOI has unconfirmed commercial scope and timing.
Discuss your workflow