An example of using (Un)Perplexed Spready in a real life use case - Furniture catalog taxonomy classification AI-driven spreadsheet software (Un)Perplexed Spready automates complex data tasks by integrating advanced AI models directly into spreadsheets. This article demonstrates how (Un)Perplexed Spready, combined with SearXNG, Matasoft Web Search tool and Ollama Cloud provided GLM-4.7 LLM model, can perform advanced AI-driven mapping and categorization of products to appropriate hierarchical product taxonomy.

The article answers a critical question: "What does AI do for my business?" It provides a clear, replicable example of automating a high-volume, logic-based task. #BusinessValue #UseCase #Entrepreneur #PracticalTech #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch
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An example of using (Un)Perplexed Spready in a real life use case - Furniture catalog taxonomy classification AI-driven spreadsheet software (Un)Perplexed Spready automates complex data tasks by integrating advanced AI models directly into spreadsheets. This article demonstrates how (Un)Perplexed Spready, combined with SearXNG, Matasoft Web Search tool and Ollama Cloud provided GLM-4.7 LLM model, can perform advanced AI-driven mapping and categorization of products to appropriate hierarchical product taxonomy.

For SMEs without a data science team: This is your on-ramp to AI. Use the tools you know (spreadsheets) to solve problems you have (data chaos). #SME #Entrepreneur #PracticalTech #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama
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Smart processes > flashy AI. Build strong foundations first.

#MindsetMonday #SMEAdvice #BusinessSystems #PracticalTech #Signi5sys #WorkSmarter

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Unlocking Tomorrow: How SMEs' Unique Technologies at the Expo Are Paving the Way for Practical Innovation

#SMEtech #FutureInnovation #GlobalExpo #PracticalTech mos-technology-en.blogspot.com/2025/10/unlocking-tomorr...

Soft hands don’t solve jobsite problems.

🎧 Listen to the full episode https://youtu.be/dWvkRGVGZ2A

#ConstructionTech #BuildWithTheField #TechThatWorks #FieldFirst #KeepItSimple #RespectTheTrades #NoMoreOverengineering #RealWorkNeedsRealTools #OnSiteReality #PracticalTech