70% fewer inventory-related sales errors

The Problem

The Fish Company’s sales team operated in a fast-paced, inventory-sensitive environment. Sales representatives frequently placed orders while speaking directly with clients, but accurate inventory information was only accessible through internal computers connected via VPN.

This led to recurring operational issues:

• Sales reps entering incorrect product codes into the system
• Orders placed for items that were no longer available
• Downstream accounting errors, inventory mismatches, and order rework
• Lost time switching between client conversations and internal systems

The core issue wasn’t human error, but lack of real-time access to inventory data at the point of sale.

The Solution

EarlyShift designed and deployed an AI-powered inventory assistant accessible directly through WhatsApp, allowing sales representatives to query live inventory using natural language, in real time, while speaking with clients.

Instead of memorizing product codes or relying on outdated spreadsheets, sales reps could simply ask questions like:

“What Chilean salmon do we have in stock today?”

“How many boxes and pounds are available for product X?”

The system instantly returned accurate product codes, availability, and quantities based on the most recent inventory upload.

How It Works

The solution was built using a combination of NLQ (Natural Language Querying), RAG (Retrieval-Augmented Generation), and specialized AI agents, orchestrated to work seamlessly behind a familiar interface.

• Inventory ingestionInventory files are uploaded and structured into a searchable, AI-readable format.
• RAG-based retrieval layerThe AI never “guesses.” Every response is grounded in the latest uploaded inventory data, ensuring accuracy and consistency.
• Natural language interface via WhatsAppSales reps interact using plain language, without needing technical knowledge or system training.
• Security & access controlOnly pre-approved phone numbers are authorized. The chatbot verifies the sender before responding, ensuring sensitive inventory data is only accessible to approved users.
• Real-time availabilitySales reps now have instant access to inventory while on calls, without VPNs, laptops, or internal systems.

The Impact

The results were immediate and measurable:

• Significant reduction in order and accounting errors
• Elimination of incorrect product codes and unavailable item orders
• Faster sales cycles, with reps answering client questions instantly
• Improved operational accuracy across sales and accounting teams
• Higher confidence at the point of sale, backed by real-time data

What once required internal computers and VPN access is now available directly in the sales rep’s pocket, transforming how inventory intelligence flows through the business.

Why It Matters

This project demonstrates how AI, when paired with the right interface and data architecture, can remove friction from core business operations. By bringing real-time inventory intelligence to WhatsApp, The Fish Company empowered its sales team to sell smarter, faster, and with confidence—without changing how they work.