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Confidence Scores: How They Bring Transparency and Accuracy to Product Data Classification

Confidence Scores: How They Bring Transparency and Accuracy to Product Data Classification

by AICA | Aug 28, 2025 | Cleansing, Comparison, Creation, Enrichment, Services, UNSPSC

When organisations classify product data at scale, one question always comes up: how confident can you be in the accuracy of each result?  This is exactly where confidence scores add value. Confidence scores act as clear indicators of reliability. They guide...
Why Mining Companies Are Beginning to Embrace PIM Systems

Why Mining Companies Are Beginning to Embrace PIM Systems

by AICA | Aug 13, 2025 | Case Studies, Cleansing, Enrichment, UNSPSC

In the mining industry, a quiet but important transformation is taking shape. While still in its early stages, more companies are exploring the benefits of Product Information Management (PIM) systems to better control, enrich, and distribute their product data....
Implement ISO 14224 to Improve Profitability and Asset Uptime

Implement ISO 14224 to Improve Profitability and Asset Uptime

by AICA | Jul 17, 2025 | Cleansing, Enrichment, Informative

Every organisation with an MRO department wants to improve uptime, reduce operational risk, and lower maintenance costs. However, these goals are often undermined by fragmented data and reactive decision-making. Fortunately, ISO 14224 implementation for MRO data...
The Hidden Cost of Poor-Quality Data in Aerospace Manufacturing

The Hidden Cost of Poor-Quality Data in Aerospace Manufacturing

by AICA | Jul 9, 2025 | Business Process Consultants, Cleansing, Enrichment

Every aerospace manufacturer today is striving for greater efficiency, reliability, and compliance. However, behind advanced manufacturing processes and cutting-edge technology, many are still held back by a fundamental weakness: poor-quality data. Incomplete,...
Driving Compliance in ERP Procurement with UNSPSC Classification

Driving Compliance in ERP Procurement with UNSPSC Classification

by AICA | Jul 7, 2025 | Enrichment

Every organisation wants to drive compliant, transparent procurement. But when it comes to ERP data, many companies are still struggling to enforce purchasing policies, supplier diversity goals, and regulatory requirements—because their product and service data is...
Enhancing Your Users E-Marketplace Listings with AICA’s AI Solutions

Enhancing Your Users E-Marketplace Listings with AICA’s AI Solutions

by YOBO Studios | Jan 12, 2024 | E-Marketplaces, Enrichment, Informative, Partnership Opportunities

In e-commerce, the effectiveness of product listings is a pivotal element that drives success. If you’re on a quest to distinguish your sellers’ listings in an increasingly competitive market, innovation is key. Enter AICA’s cutting-edge AI...
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Recent Posts

  • Confidence Scores: How They Bring Transparency and Accuracy to Product Data Classification
  • Using UNSPSC to Classify Enterprise Assets in Addition to Procurement Items
  • Tackling the Hidden Challenges of GPC Classification for Retailers
  • Choosing the Right Data Classification System for Your Industry
  • Why U.S. Companies Are Turning to UNSPSC Classification

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