A Leading Pharmacy Services Provider

This organization is a large-scale pharmacy services provider, processing thousands of prescriptions daily across a broad network. With efficiency and accuracy at the heart of its operations, it’s continually exploring innovative ways to scale safely and sustainably.

The challenge

Manual, error-prone workflows

Prescription instructions came in a wide variety of formats and phrasings. Translating these into standardized Sig Codes required manual interpretation, which is a time-consuming process that’s prone to inconsistencies and human error.

Limited throughput and scalability

With each technician only able to process around 30 prescriptions per hour, scaling the service meant proportionally increasing headcount, an ultimately unsustainable approach in the long term.

The solution

Automated Sig Code translation

We developed an AI-powered translation engine to convert natural language prescription directions into standardized Sig Codes. This reduced the need for human input and improved processing speed.

LLM-powered interpretation

The solution used large language models (LLMs) to accurately interpret structured prescription instructions from printed scripts, enabling consistent translation into Sig Codes.

Order system integration

The AI outputs were fed directly into the provider’s order management system, creating a seamless workflow from translation right through to fulfilment.

Built-in feedback loop

Technicians could review and correct AI-generated translations, allowing the system to self-learn and improve its accuracy over time.

The impact

• Reduction in manual effort: AI automation significantly cut the number of prescriptions needing human translation. Technicians were freed up to focus on quality control.
• Improved accuracy: Translation quality increased, with fewer errors and improved compliance.
• Operational efficiency gains: Faster processing enabled the provider to scale without increasing staff.
• Cost savings: >$500K in annual savings by reducing the need for manual translation labor.

Want to become our next success story? Contact us today to find out how we can support your business.