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CASE STUDIES

System for Automating Tender Processes and Proposal Generation

Implementation:

2025 – 2026

Industry:

Construction and Infrastructure

Client's Business Profile:

A general contractor for network and telecommunications infrastructure, executing multi-million dollar projects for the public sector (local governments, state-owned companies, government institutions). The company participates in dozens of public tenders simultaneously.

Implementation:
Industry:
Client's Business Profile:

2025 – 2026

Construction and Infrastructure

A general contractor for network and telecommunications infrastructure, executing multi-million dollar projects for the public sector (local governments, state-owned companies, government institutions). The company participates in dozens of public tenders simultaneously.

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Challenges

The public procurement and bidding department faced immense time pressure, restrictive legal formalities, and the necessity to analyze hundreds of pages of documentation. The primary operational barriers included:

  • Manually extracting evaluation criteria, lists of attachments, formal requirements, and legal risks, which limited the team's time for proper completeness control of applications.
  • High cost of lost opportunities – due to staffing limitations, the bidding department had to forgo some tender procedures, which reduced the company's revenue potential.
  • Risk of bid rejection due to formal errors.

Solution

The answer was the implementation of a dedicated AI assistant integrated with the company’s internal document repository, operating based on a RAG architecture. The system automated the bidding process in three steps:

  • Automatic audit and analysis of Terms of Reference (Instant Insights) – the system scans all documentation and extracts key parameters: deadlines, bid evaluation criteria, required certificates, and high-risk clauses.
  • Based on the extracted requirements, the system searches the client's historical bids and technical project descriptions. It then creates consistent, personalized responses to specific tender questions, generates descriptions of execution technologies, and prepares drafts of required declarations.
  • The system generates an automatic, interactive checklist for the cost estimator, covering all attachments and formal documents that must be included in the final submission, eliminating the risk of bid rejection due to formal and legal reasons.

Client Gains

Reduced time for analysis, classification, and final bid review

This allowed the team to focus on margin optimization and negotiations with subcontractors.

Relief from repetitive administrative work for the team

The company gained operational capacity to handle a larger number of tender procedures without increasing headcount.

Decrease in formal errors

The introduction of automatic compliance verification eliminated the factor of human oversight. Submitted bids successfully passed formal verification already at the opening stage.

Higher cost efficiency and better knowledge utilization

By aggregating the company’s historical knowledge – once developed tender arguments and technical descriptions are automatically utilized in new procedures, which reduced the operational cost of the BD department.