Tech & Startups
Enterprise AI Automation Suite
Confidential — FMCG Conglomerate · 2024
Overview
A suite of AI-powered automation tools for a multinational FMCG group — covering demand forecasting, invoice processing, HR screening, and customer service automation across 8 subsidiaries.
The Challenge
Manual processes across finance, HR and logistics were causing errors, delays and significant operational cost at scale.
Our Solution
Deployed custom ML models for demand forecasting (LSTM), intelligent OCR for invoice processing, GPT-4-powered CV screening and a multilingual customer service chatbot integrated with the existing ERP.
Impact
87% reduction in manual processing · $2.3M annual cost savings · 48 workflows automated
Service
AI & Automation
Tech Stack
Python, TensorFlow, OpenAI API, FastAPI, React, PostgreSQL, Azure