A national pharmacy cut prescription entry and triage by 85%

Overview

A national pharmacy group handling high-volume prescription logistics across multiple locations, focused on optimizing pharmacy workflows and increasing clinical service capacity. The team engaged CareLink to deploy production-grade automations built for accuracy, reliability, and frontline adoption.

The problem

Staffing constraints were a barrier to the pharmacy's growth.

Manual data entry and prescription handling limited daily capacity despite rising prescription volume. An unsuccessful engagement with a prior vendor caused the pharmacy to fall further behind on scripts, and the growing administrative burden drove increased staff turnover. Fragmented software systems and duplicative workflows forced constant screen-hopping and re-keying, draining time and consistency across the operation.

The solution

CareLink's agents saved each pharmacy two hours daily.

CareLink partnered with the pharmacy group to integrate three core products across their network. Beginning with intelligent document processing, real-time document retrieval endpoints were set up and rolled out in phases.

Intelligent document processing

• High-accuracy classification and data extraction for diverse prescription and document formats.
• Built-in rules for automatic document identification and sorting, extraction, and downstream action items.
• Human-in-the-loop review for flagged fields with one-click confirmations or corrections.

Workflow orchestration

• Automated routing from intake to verification to systems of record.
• Smart fallbacks and exception queues to eliminate bottlenecks.
• Minimal screen changes; no new portals required for users.

Real-time operational analytics

• Dashboards for volumes, exceptions, and turnaround.
• Identify upstream data quality issues and high-leverage fixes.

Results

CareLink's rollout produced measurable gains across the group within the first two months.

Central to the workday, with fast adoption

Daily usage grew 400% in 50 days, becoming the default path for prescription triage and document-driven workflows. Staff were freed to focus on strategic initiatives and patient care.

Production-grade accuracy from day one

Model performance in production matched training benchmarks at 96% accuracy, maintaining high trust with users and minimal corrections.

Meaningful time savings and throughput lift

• 2 hours of admin time saved per pharmacy per day.
• 85% reduction in prescription triage and data entry effort.
• Staff reallocated to clinical services and direct patient-facing care.

Data-driven insights

Real-time dashboards and analytics gave the group visibility into fluctuating volumes and the sources of data integrity issues.

Ready for platform expansion

With stable accuracy and strong adoption, the pharmacy group greenlit expansion to adjacent workflows and a broader network rollout.