AI-powered procurement agent that automates end-to-end government bidding, boosting daily submissions and scalability with minimal human input.

AI Procurement Agent

Law
5 min read
July 1, 2025
LangChain
PostgreSQL
React
Python
Node.js
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Client and The Problem

BHPE LLC works in government contracting where opportunities require rapid response and consistent bid quality but struggle with the overwhelming volume and complexity of federal procurement processes. In today's competitive government contracting environment, companies face challenges in manually monitoring SAM.gov for opportunities, analyzing requirements across multiple set-aside categories, and generating compliant proposals within tight deadlines. They struggle with inconsistent pricing strategies, time-consuming document preparation, and the inability to scale bid submissions effectively. The AI Agent for Automatic Bid Generation provides essential automation capabilities to help contractors not only identify relevant opportunities but also generate professional, compliant bids at scale by leveraging intelligent filtering, standardized pricing frameworks, and automated document generation. By addressing these critical procurement challenges, the system empowers contractors to maximize their bid submission capacity and achieve better success rates through consistent, data-driven proposal processes.

Solution

They approached us to build their flagship offering, the AI Agent for Automatic Bid Generation System, which combines SAM.gov integration with intelligent automation to revolutionize government procurement participation. The system is designed to provide end-to-end bid lifecycle management tailored to each opportunity's specific requirements, ensuring contractors can compete effectively with minimal manual intervention. By leveraging automated opportunity discovery, intelligent filtering logic, and standardized margin calculations, users gain access to comprehensive bid generation capabilities that empower them to submit high-quality proposals consistently, optimize pricing strategies, and manage follow-up processes effectively. This comprehensive automation not only helps contractors establish stronger government contracting presence but also drives sustainable revenue growth, enabling them to thrive in the competitive federal marketplace.

Results

The platform is to help government contractors collect, analyze and optimize crucial procurement opportunity data and bid performance metrics.

A few of the features we built included:

  • SAM.gov API integration for automated opportunity discovery and filtering
  • Intelligent exclusion criteria for bid bonds, site visits, and compliance requirements
  • Standardized margin framework with contract value tiers and duration adjustments
  • Automated document generation including proposals, certifications, and required forms
  • Comprehensive follow-up management with performance tracking and reporting capabilities

Timeline

This build took about 2 months to complete from start to finish. After which our client was able to successfully launch this platform as a SAAS and grew his business, his customer base and his customers' results.