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Agentic AI / Procurement SaaS

TenderFlow AI

End-to-end tender lifecycle SaaS automating requirement gathering, interactive AI clause clarifications, human-verified section generation, and automated bid evaluation with document anomaly detection.

TenderFlow AI product interface
75%
Drafting Acceleration
L1 / LCS / QCBS
Evaluation Protocols
100% Human-in-Loop
Verification Gate
MinIO + Milvus
Storage & Vector Engine

Architecture & Overview

Engineering intelligence around real operational constraints.

A comprehensive enterprise procurement platform covering the complete tender lifecycle. The system begins with intelligent requirement gathering (PQ/TQ criteria, legal mandates, and templates stored in MinIO), prompts the procurement team with proactive AI questions to fill critical gaps, and generates tenders section-by-section under human verification. It integrates custom Section and Annexure Builders for corporate reusability, indexes compliance vectors in Milvus, tracks vendor clarification queries and corrigendums in PostgreSQL, detects anomalies in submitted bid documents, and executes automated multi-method bid scoring and ranking (L1, LCS, QCBS) backed by org-wide enterprise governance.

Execution Lifecycle

How the System Works End-to-End

01

Requirement Gathering & Proactive AI Clarifications

Ingests Pre-Qualification (PQ), Technical Qualification (TQ), and legal compliance documents into MinIO. The AI analyzes all inputs and autonomously prompts procurement officers with clarifying questions to resolve ambiguities before generation begins.

02

Human-in-the-Loop Section & Annexure Generation

Drafts the tender section by section with mandatory human verification checkpoints. Includes a drag-and-drop Predefined Section Builder and Annexure Builder for standardized corporate reusability.

03

Bid Desk, Corrigendums & Clarification Management

Manages real-time vendor clarification queries, automates official corrigendum drafting and publishing, and tracks live bid submissions across vendors in PostgreSQL.

04

Document Checking & Anomaly Detection

Parses submitted vendor bids to verify document authenticity, detect compliance anomalies, and validate hard PQ/TQ thresholds across financial and technical credentials.

05

Multi-Criteria Scoring & Comparative Ranking

Automatically computes bid scores and generates comparative rankings across L1 (Lowest Cost), LCS (Least Cost Selection), and QCBS (Quality and Cost Based Selection) methodologies.

Enterprise Governance & Security Controls

Configurable multi-tenant LLM routing (Bring-Your-Own-LLM support)
Custom organizational SMTP server configuration for automated notices
Granular audit logs and configurable data retention policies in PostgreSQL
Full AI traceability and step-by-step reasoning telemetry for public procurement audits

Engineering Highlights

Capabilities & Guardrails

Interactive AI constraint elicitation asking targeted questions after analyzing legal & qualification docs
Section-by-section generation with human verification, custom Section Builder & Annexure Builder
Automated vendor document parsing with anomaly detection and automated PQ/TQ compliance gates
Multi-criteria bid scoring & comparative ranking engine supporting L1, LCS, and QCBS frameworks
Scalable infrastructure backed by MinIO object storage, Milvus vector search, and PostgreSQL persistence

Product Screenshots

A closer look at the interface

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