The 'Ultimate Bid Writer'
A 4-week PoC demonstrating how RAG-powered AI can turn an RFP into a structured first-draft proposal by matching tender requirements to internal case studies and CVs.
Proof of Concept for a mid-sized consulting firm2025
3.8/5
Draft quality score
~12
Minutes per first draft
5
Tenders tested
The Challenge
The Solution
Technology Stack
LangGraphQdrantAzure OpenAI (GPT-4o)Python
