ALL CASE STUDIES
// AI AUTOMATION·2025
Supplier Sourcing Automation
AI agent that searches, profiles, and ranks raw material and component suppliers for furniture manufacturers.
Role
AI Automation Specialist
Client
Confidential Manufacturer
Tools
Python · Next.js · OpenAI API · Web search APIs
THE PROBLEM
Procurement team relied on manual supplier discovery, leading to incomplete comparisons.
THE CHALLENGE
Building reliable supplier profiles from fragmented web and directory data.
THE APPROACH
Combined web search, directory scraping, and LLM structuring to generate comparable supplier cards.
PROCESS
01Requirement input→
02Web/directory search→
03LLM profile structuring→
04Scoring→
05Dashboard→
06Export
THE RESULT
Supplier shortlist creation reduced from days to hours with consistent comparison data.
METRIC
Days to hours saved
METRIC
Profiled 100+ suppliers
METRIC
Consistent scoring matrix
KEY TAKEAWAYS
- ▹Data sources must be cross-referenced
- ▹Certification fields are high-value filters