Case Study // Applied AI

Oralfarma: AI-Powered Oral Health Guidance

An AI assistant that gives pharmacy customers instant, guardrailed answers about oral-health products and symptoms — without waiting on staff availability.

LLM Integration
Safety Guardrails
Streaming Responses
Oralfarma interface
help

The Problem

Pharmacy staff spend a meaningful share of their time answering the same routine questions about oral-health products and symptoms — questions that don't need a pharmacist's judgment, but do need an answer a customer can trust. When staff are busy or the pharmacist is unavailable, customers are left guessing or waiting.

psychology

The Solution

We built a natural-language assistant backed by a specialized oral-health knowledge base, an LLM, and safety guardrails that keep answers in scope and appropriately cautious — it never replaces a pharmacist's judgment, and is designed to hand off to a human when a question goes beyond routine guidance. Responses stream token by token, so the interaction feels immediate rather than like a loading form.

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The Result

Customers get a reliable first answer on routine oral-health questions any time the pharmacy is open — or their phone is — instead of waiting for a free staff member. Pharmacies get a consistent, on-brand voice for the questions that come up over and over, freeing staff to focus on the interactions that actually need a human.

This case was built with our Applied AI service

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