MRO (maintenance, repair, and operation) supplies are critical across various industries but face procurement challenges due to sudden equipment failures and difficulties in sourcing specific parts. A well-defined procurement strategy for MRO spares is essential, as companies typically spend double on MRO compared to machinery production. Utilizing e-marketplaces for MRO procurement offers numerous advantages, including reduced lead times and streamlined purchasing processes.