Mujtaba Majid Baig

Operations · Inventory

Medical Store Inventory Management

A chat assistant that answers stock, manufacturer and prescription questions from an Airtable inventory.

  • n8n
  • AI Agent
  • Google Gemini
  • Airtable
  • Chat memory

The problem

Pharmacy staff are asked all day whether a medicine is in stock, which brand it is and whether it needs a prescription. Checking a register or a spreadsheet each time is slow.

The solution

A chat assistant that answers from the store's inventory in Airtable. Ask for the stock of a medicine, or which medicines are in a category, and it replies with the quantity, the manufacturer and whether a prescription is needed. The workflow also has a tool to update a record.

How it works

  1. A staff member asks in the chatFor example: stock quantity of Augmentin 625mg.
  2. The AI agent reads the questionA Google Gemini model with chat memory works out what is being asked.
  3. It searches the inventoryThe agent searches the records in Airtable.
  4. It answers with the detailsStock quantity, generic name, manufacturer and a prescription note.
  5. It can update a recordA second Airtable tool lets the agent change a record.

See it working

The chat: asked for the stock of Augmentin 625mg the agent answers 200 tablets, and asked for antibiotics it lists the medicine with stock, manufacturer and a prescription note.
The assistant answering stock and category questions.
The n8n workflow: a chat trigger feeds an AI agent connected to Google Gemini, simple memory and two Airtable tools, search records and update record.
The n8n workflow.

What the demo shows

  • “Stock quantity of Augmentin 625mg” answered with 200 tablets.
  • “Which tablets are available in the Antibiotics category?” answered with the generic name, stock quantity, manufacturer and a note that it needs a prescription.
  • The run log showing the Gemini model, the memory and the Airtable search all completing.

A good fit for

  • Pharmacies and medical stores
  • Small shops with a product list and many stock questions
  • Warehouses and offices that track items in a table

Want something like this for your business?

Tell me what slows your team down. I will tell you whether it can be automated and how it would work.

mujtaba078123@gmail.com · Karachi, Pakistan (UTC+5)