As Kamakhya Lab expanded, the absence of a unified record system created a synchronization problem across three distinct operational layers: field sales, clinical staff, and administrative oversight.
Health card issuance was paper-based. Commission tracking was fragmented. When a health card was issued in the field, there was no mechanism to immediately inform the discount logic in the booking system or the payout logic in the payroll system. The result was a lag between what happened on the ground and what management could see, delayed sample collection, obscured staff performance metrics, and commission disputes with no clean audit trail to resolve them.
The problem was not that the organization lacked data. It was that the data existed in disconnected places and arrived too late to be operationally useful.
