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Want to test AI formulas in a spreadsheet without installing anything? Try the pre-configured online Spready portal. Anonymous sessions are free for 4 hours. You can switch between ASK_LOCAL and ASK_REMOTE formulas demo workbooks. Walkthrough: linkedin.com/pulse/try-unperpl… #OpenSourceAI #Ollama #WebSearch #AI #LLM #Spreadsheets #Automation #SpreadsheetAI #AIFormula #PerplexityAI #Searxng #OpenWebUI #UnPerplexedSpready #Spready

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #perplexityai #searxng #automation #spreadsheets #ollama #spreadsheetai #unperplexedspready #webSearch #opensourceai #aiformula #spready #openwebui

AI spreadsheets are exciting—until setup gets in the way. A browser-based sandbox for AI-driven spreadsheet work. A licensed mode is available with unlimited sessions. It includes a shared library of demo spreadsheets with ready-made AI formulas. Full write-up: linkedin.com/pulse/try-unperpl… #DataQuality #ETL #Analytics #AI #LLM #Spreadsheets #Automation #WebSearch #SpreadsheetAI #AIFormula #Ollama #Perplexity #Searxng #OpenWebUI #UnPerplexedSpready #Spready

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #searxng #automation #perplexity #analytics #dataquality #spreadsheets #ollama #spreadsheetai #unperplexedspready #webSearch #aiformula #spready #openwebui #etl

Need a safe sandbox for AI-driven spreadsheet automation? A practical way to evaluate AI formulas before buying. Anonymous sessions are free for 4 hours. 40+ demo XLSX files are available to explore. Start with the demos, then try your own sheet once you understand the pattern. Walkthrough: linkedin.com/pulse/try-unperpl… #Taxonomy #CatalogManagement #PIM #BusinessSoftware #Operations #Productivity #AI #LLM #Spreadsheets #Automation #WebSearch #SpreadsheetAI #AIFormula #Ollama #Perplexity #Searxng

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #productivity #llm #taxonomy #searxng #automation #perplexity #spreadsheets #ollama #spreadsheetai #webSearch #aiformula #businesssoftware #OPERATIONS #catalogmanagement #pim

If your team lives in spreadsheets, this is worth a quick try. (Un)Perplexed Spready now runs in the browser. Anonymous sessions are free for 4 hours. Demos cover product taxonomy matching, address enrichment, company clustering, and more. Read the LinkedIn article: linkedin.com/pulse/try-unperpl… #BusinessSoftware #Operations #Productivity #AI #LLM #Spreadsheets #Automation #WebSearch #SpreadsheetAI #AIFormula #Ollama #Perplexity #Searxng #OpenWebUI #UnPerplexedSpready #Spready

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #productivity #llm #searxng #automation #perplexity #spreadsheets #ollama #spreadsheetai #unperplexedspready #webSearch #aiformula #spready #openwebui #businesssoftware #OPERATIONS

Turn messy text columns into structured data—right in a spreadsheet. Try the pre-configured online Spready portal. It includes a shared library of demo spreadsheets with ready-made AI formulas. There are demos like FurnitureProducts_Taxonomy_Matching and Products_Google_Taxonomy_Matching. Details + link: linkedin.com/pulse/try-unperpl… #LLM #DataOps #ProductData #AI #LLM #Spreadsheets #Automation #WebSearch #SpreadsheetAI #AIFormula #Ollama #Perplexity #Searxng #OpenWebUI #UnPerplexedSpready #Spready

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #searxng #automation #perplexity #spreadsheets #ollama #spreadsheetai #unperplexedspready #webSearch #aiformula #spready #openwebui #productdata #dataops

Stop wiring tools together just to run your first AI prompt. An easier on-ramp than building the whole stack yourself. A licensed mode is available with unlimited sessions. 40+ demo XLSX files are available to explore. Use it to prove ROI quickly, then decide on licensing. Full write-up: linkedin.com/pulse/try-unperpl… #AI #LLM #Spreadsheets #Automation #WebSearch #SpreadsheetAI #AIFormula #Ollama #Perplexity #Searxng #OpenWebUI #UnPerplexedSpready #Spready

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #searxng #automation #perplexity #spreadsheets #ollama #spreadsheetai #unperplexedspready #webSearch #aiformula #spready #openwebui

From ‘copy/paste’ to ‘recalculate formulas’. A browser-based sandbox for AI-driven spreadsheet work. Anonymous sessions are free for 4 hours. You can switch between ASK_LOCAL and ASK_REMOTE demo workbooks. It’s a test environment—validate outputs and keep human review for edge cases. Walkthrough: linkedin.com/pulse/try-unperpl… #OpenSourceAI #Ollama #WebSearch #AI #Spreadsheets #Automation #SpreadsheetAI #AIFormula #Ollama #Perplexity #Searxng #OpenWebUI #UnPerplexedSpready #Spready

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #searxng #automation #perplexity #spreadsheets #ollama #spreadsheetai #unperplexedspready #webSearch #opensourceai #aiformula #spready #openwebui

If your team lives in spreadsheets, this is worth a quick try. (Un)Perplexed Spready now runs in the browser. It includes a shared library of demo spreadsheets with ready-made AI formulas. Demos cover product taxonomy matching, address enrichment, company clustering, and more. Read the LinkedIn article: linkedin.com/pulse/try-unperpl… #DataQuality #ETL #Analytics #AI #Spreadsheets #Automation #SpreadsheetAI #AIFormula #Ollama #Perplexity #Searxng #OpenWebUI #UnPerplexedSpready #Spready

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #searxng #automation #perplexity #analytics #dataquality #spreadsheets #ollama #spreadsheetai #unperplexedspready #aiformula #spready #openwebui #etl

Need a safe sandbox for AI-driven spreadsheet automation? A browser-based sandbox for AI-driven spreadsheet work. A licensed mode is available with unlimited sessions. There are demos available.If you’ve read the setup guides and thought ‘too much’, this option is for you. linkedin.com/pulse/try-unperpl… #Taxonomy #CatalogManagement #PIM #LLM #DataOps #ProductData #AI #Spreadsheets #Automation #SpreadsheetAI #AIFormula #Ollama #Perplexity #Searxng #OpenWebUI #(Un)PerplexedSpready #Spready

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #taxonomy #searxng #automation #perplexity #spreadsheets #ollama #spreadsheetai #aiformula #spready #openwebui #productdata #dataops #catalogmanagement #pim

AI spreadsheets are exciting—until setup gets in the way. Try the pre-configured online Spready portal. Anonymous sessions are free for 4 hours. You can switch between ASK_LOCAL and ASK_REMOTE demo workbooks. Start with the demos, then try your own sheet once you understand the pattern. Full write-up: linkedin.com/pulse/try-unperpl… #LLM #DataOps #ProductData #AI #Spreadsheets #Automation #SpreadsheetAI #AIFormula #Ollama #Perplexity #Searxng #OpenWebUI #(Un)PerplexedSpready #Spready

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #searxng #automation #perplexity #spreadsheets #ollama #spreadsheetai #aiformula #spready #openwebui #productdata #dataops

Want to test AI formulas in a spreadsheet without installing anything? (Un)Perplexed Spready now runs in the browser. It includes a shared library of demo spreadsheets with ready-made AI formulas. Demos cover product taxonomy matching, address enrichment, company clustering, and more. Walkthrough: linkedin.com/pulse/try-unperpl…
#BusinessSoftware #Operations #Productivity #AI #Spreadsheets #Automation #SpreadsheetAI #AIFormula #Ollama #Perplexity #Searxng #OpenWebUI #UnPerplexedSpready #Spready

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test real AI

Try (Un)Perplexed Spready in Your Browser – No Install, Fully Pre‑Configured Want to see what AI‑driven spreadsheets can really do, without fighting with infrastructure first? You can now run (Un)Perplexed Spready directly in your browser and test re…
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #productivity #searxng #automation #perplexity #spreadsheets #ollama #spreadsheetai #unperplexedspready #aiformula #spready #openwebui #businesssoftware #OPERATIONS

Think this is just for furniture? Swap the taxonomy list. This same method works for classifying legal documents, medical codes, support tickets, or academic papers. #Versatile #CrossDomain #OllamaCloud #UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #searxng #ollama #datacategorization #spreadsheetai #aitools #unperplexedspready #ollamacloud #aiformula #datamapping #openwebui #attributeextraction #matasoft #versatile #crossdomain

The barrier to entry for powerful AI keeps falling. This demo combines accessible tools (spreadsheet, open models, cloud hosting) to solve a real business problem of products taxonomy classification on scale. The future is modular and affordable. #Accessibility #Tech #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud
linkedin.com/posts/matasoft-st…

The hero of intelligent spreadsheet data processing isn't just one tool.

The hero of intelligent spreadsheet data processing isn't just one tool. It's the ecosystem: (Un)Perplexed Spready, Ollama Cloud, Open WebUI, Matasoft Tools. Together, they create something greater.
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #tech #accessibility #llm #perplexityai #searxng #ollama #spreadsheetai #aitools #ollamacloud #webSearch #aiformula

This is a blueprint of establishing AI-driven spreadsheet processing using AI prompt embedded formulas. It shows how to integrate a front-end (spreadsheet), a model API (Ollama), and custom tools to solve a domain-specific problem. #OllamaCloud #UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #searxng #ollama #datacategorization #spreadsheetai #aitools #unperplexedspready #ollamacloud #aiformula #datamapping #openwebui #attributeextraction #matasoft

The hero of intelligent spreadsheet data processing isn't just one tool. It's the ecosystem: (Un)Perplexed Spready, Ollama Cloud, Open WebUI, Matasoft Tools. Together, they create something greater.
#UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping
linkedin.com/posts/matasoft-st…

"Just map these 20000 products to the new taxonomy category list." A simple request that kills a week or weeks.

"Just map these 20000 products to the new taxonomy category list." A simple request that kills a week or weeks. Not anymore. AI automation inside spreadsheets is here to handle it.
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #searxng #ollama #datacategorization #spreadsheetai #aitools #unperplexedspready #aiformula #datamapping #openwebui #attributeextraction #matasoft

Using SearXNG under the hood for web search is a privacy-conscious choice. Your AI's research queries aren't logged by a big tech company. #PrivacyByDesign #SearXNG matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#searxng #privacybydesign

Shoutout to Open WebUI. It's the sleek, self-hosted dashboard that makes interacting with these powerful models as easy as using ChatGPT, but with full control. See it enabling web search integration in AI-driven spreadsheet processing taxonomy classification task.
#OllamaCloud #UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping

matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #searxng #ollama #datacategorization #spreadsheetai #aitools #unperplexedspready #ollamacloud #aiformula #datamapping #openwebui #attributeextraction #matasoft

Ollama Cloud deserves a spotlight. It lets you use top open-source models without a $10k GPU. Democratizing access to powerful AI is a win for everyone. See it in action in this AI-driven spreadsheet processing taxonomy classification task. #OllamaCloud #UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #searxng #ollama #datacategorization #spreadsheetai #aitools #unperplexedspready #ollamacloud #aiformula #datamapping #openwebui #attributeextraction #matasoft

The hero of intelligent spreadsheet data processing isn't just one tool. It's the ecosystem: (Un)Perplexed Spready, Ollama Cloud, Open WebUI, Matasoft Tools. Together, they create something greater.
#UnPerplexedSpready #Ollama #OpenWebUI #Matasoft #SearXNG #AITools #AIFormula #SpreadsheetAI #AI #LLM #AttributeExtraction #DataCategorization #DataMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #searxng #ollama #datacategorization #spreadsheetai #aitools #unperplexedspready #aiformula #datamapping #openwebui #attributeextraction #matasoft

This isn't about replacing jobs; it's about redefining roles. With help of AI prompts embedded in spreadsheet formulas, future data analyst spends less time cleaning and more time analyzing. #FutureOfWork #Upskilling #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
linkedin.com/posts/matasoft-st…

Stop being a human VLOOKUP and copy/paste machine.

Stop being a human VLOOKUP and copy/paste machine. Your brain is for strategy, not searching column Z for the 1000th time. Delegate the drudgery to AI.
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #taxonomy #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #futureofwork #aiformula #datamapping #attributeextraction #taxonomymapping #upskilling

This isn't about replacing jobs; it's about redefining roles. With help of AI prompts embedded in spreadsheet formulas, future data analyst spends less time cleaning and more time analyzing. #FutureOfWork #Upskilling #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #taxonomy #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #futureofwork #aiformula #datamapping #attributeextraction #taxonomymapping #upskilling

Tired of "AI will change everything" with no examples? Here's one. A detailed, step-by-step walkthrough of AI solving a classic business data problem. #NoHype #RealDemo #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #taxonomy #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #datamapping #attributeextraction #taxonomymapping #nohype #realdemo

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 #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #taxonomy #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #datamapping #attributeextraction #taxonomymapping #entrepreneur #practicaltech #businessvalue #UseCase

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 #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #taxonomy #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #datamapping #attributeextraction #taxonomymapping #sme #entrepreneur #practicaltech

Data migration projects often fail in the tedious details. This case study shows a concrete method to automate the hardest part: semantic mapping between systems. #DataMigration #ProjectSuccess #AutomateTheBoringStuff #AISolution #AIWorkflow #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #taxonomy #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #datamapping #attributeextraction #taxonomymapping #aisolution #aiworkflow #automatetheboringstuff #datamigration #projectsuccess

Share this with the person in your organization who spends hours each week in spreadsheet hell. Show them there's a better way to deal with textual data processing, like attributes extraction, data categorization and taxonomy mapping. #Workflow #ProductivityTips #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
linkedin.com/posts/matasoft-st…

Stop being a human VLOOKUP and copy/paste machine.

Stop being a human VLOOKUP and copy/paste machine. Your brain is for strategy, not searching column Z for the 1000th time. Delegate the drudgery to AI.
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #workflow #aiformula #datamapping #productivitytips #attributeextraction #taxonomymapping

Stop being a human VLOOKUP and copy/paste machine. Your brain is for strategy, not searching column Z for the 1000th time. Delegate the drudgery to AI. #HumanPotential #AutomateTheBoringStuff #AISolution #AIWorkflow #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #taxonomy #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #datamapping #attributeextraction #taxonomymapping #aisolution #aiworkflow #humanpotential #automatetheboringstuff

Share this with the person in your organization who spends hours each week in spreadsheet hell. Show them there's a better way to deal with textual data processing, like attributes extraction, data categorization and taxonomy mapping. #Workflow #ProductivityTips #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
linkedin.com/posts/matasoft-st…

"Just map these 20000 products to the new taxonomy category list." A simple request that kills a week or weeks.

"Just map these 20000 products to the new taxonomy category list." A simple request that kills a week or weeks. Not anymore. AI automation inside spreadsheets is here to handle it.
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #workflow #aiformula #datamapping #productivitytips #attributeextraction #taxonomymapping

The bottleneck isn't data; it's the time to understand data. This tool uses AI to bridge that gap, turning raw textual cell data into structured insight at scale. #Bottleneck #Insights #KillerApp #TimeSaver #DataHell #AISolution #AIWorkflow #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
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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.
matasoft.hr
#ai #llm #taxonomy #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #insights #aiformula #datamapping #attributeextraction #taxonomymapping #datahell #aisolution #killerapp #timesaver #aiworkflow #bottleneck

"Just map these 20000 products to the new taxonomy category list." A simple request that kills a week or weeks. Not anymore. AI automation inside spreadsheets is here to handle it.
#KillerApp #TimeSaver #DataHell #AISolution #AIWorkflow #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #Taxonomy #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping

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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.
matasoft.hr
#ai #llm #taxonomy #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #datamapping #attributeextraction #taxonomymapping #datahell #aisolution #killerapp #timesaver #aiworkflow

Spreadsheet hell is real. Endless manual lookups, inconsistent categorizations, and messy data. See how AI is being used to escape it. This demo shows the way out. #DataHell #AISolution #Workflow #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #workflow #aiformula #datamapping #attributeextraction #taxonomymapping #datahell #aisolution

See how AI is moving from hype to hands-on tool in spreadsheet formulas. Then imagine what else you could automate. #Inspiration #CaseStudy #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #inspiration #llm #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #datamapping #attributeextraction #taxonomymapping #casestudy

We've shared many angles on this demo. The core idea is simple: AI can now handle the tedious 'figuring out' part of data work inside the world's most common data tool - a spreadsheet. That's huge. #BigPicture #Innovation #Workflow #ProductivityTips #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #innovation #llm #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #workflow #aiformula #datamapping #productivitytips #attributeextraction #taxonomymapping #bigpicture

Share this with the person in your organization who spends hours each week in spreadsheet hell. Show them there's a better way to deal with textual data processing, like attributes extraction, data categorization and taxonomy mapping. #Workflow #ProductivityTips #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud #AttributeExtraction #DataCategorization #DataMapping #TaxonomyMapping
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #perplexityai #searxng #ollama #datacategorization #spreadsheetai #aitools #ollamacloud #webSearch #workflow #aiformula #datamapping #productivitytips #attributeextraction #taxonomymapping

The barrier to entry for powerful AI keeps falling. This demo combines accessible tools (spreadsheet, open models, cloud hosting) to solve a real business problem of products taxonomy classification on scale. The future is modular and affordable. #Accessibility #Tech #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud

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Products taxonomy classification with (Un)Perplexed Spready

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.
matasoft.hr
#ai #tech #accessibility #llm #perplexityai #searxng #ollama #spreadsheetai #aitools #ollamacloud #webSearch #aiformula

ASK_LOCAL vs PERPLEXITY functions: (Un)Perplexed Spready offers different formulas for different needs—local/private models vs. commercial Perplexity AI API. Flexibility is built-in, choose your LLM model inside AI-driven spreadsheet formulas.
#ToolChoice #AITools #AIFormula #SpreadsheetAI #AI #LLM #WebSearch #SearXNG #PerplexityAI #Ollama #OllamaCloud
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #perplexityai #searxng #ollama #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #toolchoice

AI is transforming spreadsheets from simple calculators into intelligent data partners. This article is a glimpse into that future, available today. #FutureOfData #DigitalTransformation #AI #LLM #WebSearch #SearXNG #SpreadsheetAI #AITools #Ollama #OllamaCloud #PerplexityAI
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Augment your intelligence, don't replace it.

Augment your intelligence, don't replace it. This tool handles the laborious parts of data work, freeing you to focus on analysis, strategy, and creative problem-solving.
Matasoft - Straight-forward IT Solutions (www.linkedin.com)
#ai #llm #digitaltransformation #perplexityai #searxng #ollama #spreadsheetai #aitools #ollamacloud #webSearch #futureofdata

For data analysts: Your job is evolving. Ai Tools like (Un)Perplexed Spready augment your skills, letting you manage complexity at a higher level. Embrace the change. #DataAnalyst #FutureSkills #AI #LLM #WebSearch #SearXNG #SpreadsheetAI #Ollama #OllamaCloud #AITools #AIFormula
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #searxng #ollama #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #dataanalyst #futureskills

A masterclass in AI-augmented work: combining a lookup table (taxonomy list) with reasoning (the LLM) and external verification (web search). A robust system design. #SystemDesign #AIArchitecture #AI #LLM #WebSearch #SearXNG #SpreadsheetAI #Ollama #OllamaCloud #AITools #AIFormula
matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #searxng #ollama #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #systemdesign #aiarchitecture

Thinking about AI costs? This demo used GLM 4.7 model in Ollama Cloud, noted as a 'fraction of the cost' of commercial APIs. Effective AI doesn't have to break the bank. Utilize powerful AI-driven formulas in your spreadsheet, by neglible price.
#CostEffective #AIonABudget #AI #LLM #WebSearch #SearXNG #SpreadsheetAI #Ollama #OllamaCloud #AITools #AIFormula

matasoft.hr/QTrendControl/inde…

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.
matasoft.hr
#ai #llm #searxng #ollama #spreadsheetai #aitools #ollamacloud #webSearch #aiformula #costeffective #aionabudget

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