Aria AI · Project 14 / 25

LabFlow — Industrial Lab Batch Scheduling

Place QC samples into compatible instrument batches. OR-Tools CP-SAT is compared with FIFO grouping by test and matrix. A mixed-matrix tray or a calibration overlap is not a valid plan.

Open live demo Dataset Organization Project 13 ClinicFlow
48 samples5 instruments, one lab day
Matrix isolationCapacity and calibration are hard
CPUOR-Tools CP-SAT · no paid API
IntakeRegex extract, human confirm

Organization Gradio hosting needs Team/Enterprise unless the live Space itself sits on AriaAICompany. This page is the organization project card. The live CPU solver is alirezaaminzadeh/lab-flow when personal compute is required. The dataset below is public on the organization.

لب‌فلو

توزیع نمونه بین دستگاه و بچ سازگار برای کاهش زمان پاسخ و تأخیر SLA. ترکیب بسترهای ناسازگار ممنوع است. اعتبار گواهی آزمایش خارج از دامنه است.