Automated RFP Monitoring
Continuous ingestion from procurement platforms with webhook notifications.
Agentic AI for RFP Automation — FMCG (Asian Paints)
Automate monitoring, extraction, SKU matching, and orchestration. Reduce RFP response times from weeks to hours using intelligent agents and n8n workflows.
🚀 Coming Soon: Agentic AI modules & production-ready dashboard
Key Features
LLM Extraction
Semantic requirement extraction using modern LLMs for accurate parsing.
Intelligent SKU Matching
Vector search & domain rules to map RFP SKUs to inventory.
Dynamic Pricing
Rule-driven engine that adapts pricing to market signals.
Workflow Overview
1
Monitor RFPs
Monitor RFPs via API integrations with procurement platforms.
2
Extract Requirements
Extract requirements using LLM agents for semantic understanding.
3
Match SKUs
Match SKUs against inventory and score candidate items.
4
Dynamic Pricing
Compute pricing dynamically based on market & rules.
5
Consolidate Responses
Consolidate responses with AI-generated narratives.
6
Orchestrate Delivery
Orchestrate end-to-end via n8n for delivery.
Technology Stack
| Component | Technology |
|---|---|
| RFP Monitoring | REST APIs + Webhooks |
| LLM Extraction | OpenAI GPT-4 / LangChain |
| SKU Matching | Vector DB (Pinecone) |
| Pricing Engine | Python Rules |
| Orchestration | n8n Workflows |
| Dashboard | HTML + CSS + JS |
The Team
Meet the visionary developers behind this project, passionate about building cutting-edge cloud solutions.
Avinash Rout
Backend Dev
Ishaan Ray
Frontend Developer
Nilanchal Pradhan
Documentation