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Key Features
Buyers Standardize Product Data in 1 click
MCP directly helps LLMs to map vague descriptions (e.g., "desktop mini business PC" with hundreds of parameters unknown to AI agents) to precise, hierarchical nomenclatures, creating near-perfect structured classification
Suppliers get Tender Recommendations based on Products & Prices
After analyzing & categorizing your data, with us any AI can recommend best tender lots for your company with not just fundamental parameters, but with additional "AI smart" analysis of your product line & prices
Analysis of Competitors’ Prices Made Easy
Automate competitor price analysis (based on historical data, similar tenders, and external context) and get real chances of your tender win chances
Build on Top of our MCP
Build any AI agent in any industry for your procurement analysis and automate processes for millions of $
Key Features
Standardize Your Product Data 
in 1 click
Our MCP and AI agent maps vague descriptions (e.g., "office supplies") to precise, hierarchical nomenclatures, creating structured classification.
Instantly do price benchmarking with our AI agents
AI automatically analyzes your procurement list, benchmarks item prices against the open market by finding comparable products in public tenders, and provides the actual median price.

Currently only in Kazakhstan, more countries & Procurement Classification Systems coming soon.
Build on Top of our MCP
We provide LLM’s with tender & procurement data intelligence, build any AI agent for your procurement analysis.
With our MCP your AI can create tender funnels - recommending best tender lots for your company based on your offering & pricing.
Coming Soon:
Get Tender Recommendations based on Your Products & Prices
Contact Us:
vit@redflags.ai
dias@redflags.ai
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