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  • Who Needs No-Mess?


  • No-Mess Subsystems


  • No-Mess Suite

    InQuera specializes in Product Data Quality (PDQ)...

    InQuera's No-Mess Suite automates the process of consolidating raw, dirty product data from diverse sources into rationalized master data.

    No-Mess comprises three key subsystems: HighClass, DupliCut, and BodyGuard.

    The No-Mess data rationalization process —
  • Aggregates product data from different languages, sources, applications, and formats;
  • Cleans and standardizes the data;
  • Classifies it into categories according to a given taxonomy;
  • Extracts product attributes;
  • Enriches the data; and
  • Identifies duplicate or similar products.

  • The result: Consolidated, organized, classified, standardized, and tabulated product data. Learn more about product data quality.

    No-Mess uses its high-performance product data quality solution to clean up dirty product data and keep it clean. For example, the product descriptions below are from a global company’s purchasing departments located in Korea, Israel, the United States, and Germany, actually describe the same product, an Allen screw.

    Before No-Mess: Messy raw data

    1. DIN 912 10x1x30-2.9 mat304
    2. ALLEN SCR M10x30 stainless steel
    3. SOCKET BOLT M10x1 LG30 SS
    4. M10x1mmx30mm SHCS-SS

    After No-Mess: Organized, classified, standardized, and rich product attributes

    Category Type Screw Size Thread Pitch Head Style Fastener Length Drive System Material
    Screw Machine Screw M10 1mm Cylindrical 30mm Female Hex Stainless Steel

    Note: The attribute values are consolidated into one table assuming they meet the accepted tolerance.


      Key Features
    • Automatic — AI-based process ensures high accuracy and reliability
    • Secure — company data remains behind firewall at all times
    • Efficient — enables accurate data processing with minimal human intervention
    • Effective — reuses acquired knowledge for ongoing data protection
    • Precise — decisive product identification eliminates duplication and cuts procurement costs
    • Compatible — operates with company's existing IT infrastructure
    • Non-intrusive — simple integration process with no change in operational procedures
    • Up-to-date — enables improved sales forecasting, planning, and product-demand tracking
    • Universal — works with any language


    Contact an InQuera representative to find out how No-Mess can improve your product data quality.


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