KnoDL. Radically Simple. Brutally Effective.

Tired of dirty data that stalls projects and corrupts analytics? We match millions of records from disparate sources with up to 98% accuracy in hours. Transparent, reliable, and without the "black box" of neural networks.

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KnoDL by the Numbers

Results that speak for themselves.

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98%

Matching Accuracy

Validated by manual review on enterprise-grade industrial data.

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80%

Time Reduction

Free your specialists from manual data cleansing and correction tasks.

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60M

Records in 17 Hours

Matching two different directories of 30 million records each.

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2

Files to Start

Load your data "as is" without complex, time-consuming pre-processing.

Proven in Practice

Pilot projects demonstrate predictable performance, even on massive datasets. Hover over the chart for details.

Transparent Process, Real Results

No black boxes. See how KnoDL works with data—from a console command to the final JSON output.

bash

Click "Run Demo" to see KnoDL in action.

Result: matches.json


                        

                    

                

            

        


        

            

                

                    
Where KnoDL Delivers Maximum Value

                

                

                    

                        
                        
                        
                        
                    

                    

                        
Cleanse, Match, and Enrich Master Data
Go beyond finding duplicates. Enrich customer profiles and product catalogs by matching them with data from partners, suppliers, and external systems. Create a single, reliable source of truth.