Technical Architecture

Inspiration

What it does

Below is an updated, competition-ready README with a clear RFP lifecycle section and a competition alignment section, written in simple, formal language suitable for winning project submissions.

AI-Powered Procurement Platform for Indian RFP Workflows

This project is an AI-native procurement platform designed specifically for Indian government and PSU procurement. It automates the entire RFP lifecycle—from tender publication to award recommendation—covering technical evaluation, financial evaluation, compliance checks, and decision support.

The platform is fully deployed on Google Cloud and demonstrates a production-ready system aligned with real-world procurement processes.

Problem Statement

Most procurement platforms available today:

Focus mainly on document management and workflow tracking
Are designed for US and UK procurement models
Do not support the Indian RFP evaluation process end-to-end

In Indian procurement, RFP evaluation involves:

Multi-stage technical scrutiny
Financial bid comparison and BOQ validation
Legal and compliance checks (GFR, CVC, tender conditions)
Structured award justification and audit readiness

These steps are still largely manual, time-consuming, and consultant-dependent.

Solution Overview

This platform acts as a Procurement Operating System for Indian RFPs. It introduces AI-driven automation across evaluation stages while maintaining transparency, explainability, and regulatory alignment.

Complete RFP Lifecycle Covered

The platform supports the full RFP process:

RFP Ingestion

Upload and storage of RFP documents
Centralized document repository

Pre-Bid Analysis

Clause extraction
Eligibility and qualification checks
Risk and ambiguity identification

Technical Evaluation

Automated comparison against technical criteria
Compliance scoring and deviation detection
Structured evaluation outputs

Financial Evaluation

BOQ matching and price comparison
Detection of arithmetic and formatting inconsistencies
Ranking based on financial rules

Legal and Compliance Review

Validation against tender conditions
GFR and CVC guideline alignment
Flagging of non-compliant submissions

Award Recommendation

AI-assisted vendor shortlisting
Explainable reasoning for selection
Audit-ready evaluation summaries

Key Features

End-to-end RFP evaluation automation
AI-assisted technical and financial analysis
Compliance and clause validation
Explainable outputs for audit and review
Secure tender document storage
Web-based dashboard for evaluation committees

Technology Stack

Frontend

Web-based dashboard
Secure API integration

Backend

Modular service-based architecture
Evaluation and scoring services

AI and Automation

AI agents for technical, financial, and compliance evaluation
Document parsing and structured data extraction
Rule-based and AI-assisted decision logic

Cloud Infrastructure

Google Cloud Platform
Cloud Run (frontend and backend)
Cloud Storage (tender documents)
VPC networking
Compute Engine virtual machines
Pub/Sub messaging
Cloud Monitoring and Logging

Containerization

Docker
Docker Compose

Deployment Status

Fully deployed on Google Cloud
Frontend and backend services live
Secure networking and storage configured
Monitoring and logging enabled
System operational and demonstrable

Business and Competition Relevance

This project is aligned with competition and evaluation criteria such as:

Real-world problem relevance
Practical deployability
Scalable architecture
Use of official cloud and AI tools
Clear impact on efficiency and transparency

The platform demonstrates how AI can modernize public procurement while remaining compliant with Indian regulatory frameworks.

Target Users

Government procurement departments
Public Sector Undertakings (PSUs)
Tender evaluation committees
Regulated enterprises following RFP-based procurement

Future Scope

Deeper automation for post-award processes
Multilingual RFP and bid evaluation
Advanced audit and compliance reporting
Integration with existing e-procurement portals
Role-based access and approval workflows

Conclusion

This project presents a production-ready, AI-driven procurement platform that covers the entire Indian RFP lifecycle. It moves procurement from manual evaluation to intelligent, transparent, and scalable decision support.

If you want the live demo website pls contact me at : https://www.linkedin.com/in/mohitnippanikar Live website cant be shared because it needs heavy processing and i will have to incur charges so do understand : )