An internal AI-powered ingredient intelligence platform for the flavor and fragrance industry — unifying 30,000+ ingredients, supplier data, and quotation management into a single chat-driven hub to eliminate lost same-day quote revenue.

IngredientAI - Smart Ingredients AI Platform SaaS

SaaS
1 min read
April 9, 2026
React
Python
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Client & The Problem

A flavor and fragrance company was losing same-day quote opportunities because critical ingredient data was scattered across Microsoft Access databases, Excel files, PDFs, and email threads — with no unified way to retrieve it fast. Purchasing, R&D, and sales teams relied on memory and manual searches, while customer quotations had no central tracking system. Inconsistent ingredient naming across systems made data retrieval even slower and less reliable.

Solution

We built an internal AI-powered data management platform with a natural language chat interface that lets teams instantly query a unified database of 30,000+ ingredients — pulling specs, supplier info, pricing, and market intelligence in seconds. A dedicated email inbox auto-ingests forwarded supplier and market data into the system. The Quotations Dashboard centralizes all customer quotes captured from email, supports automated quote generation with live inventory and pricing data, and provides daily/weekly/monthly reporting with quote-to-order conversion tracking. Market report integration gives purchasing teams real-time pricing trends for strategic decisions — all accessible through conversational AI queries.

Results

Platform targets query responses within seconds, high uptime during business hours, measurable reduction in missed same-day quote responses, and strong internal adoption across purchasing, R&D, and sales. Success measured by decreased revenue loss from delayed quotes and improved quote-to-order conversion rates.

Timeline

This project took about 2 months to deploy.