Company: KNRX
Filing Date: 2025-09-30
Form Type: 424B4
Source: 0001493152-25-016175
Chunk: 103

Company: KNOREX LTD.
Filing Date: 2025-09-30
Form: 424B4
Chunk 103
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, measurement, attribution, reporting and various
automation functionalities. This comprehensive suite of cloud-based applications is specifically engineered to centralize critical
advertising processes, providing automation and control to scale advertising efforts efficiently across multiple ad channels and
platforms. The goal is to drive higher efficiency and enhance the return on advertising spend for marketers.

XPO’s capabilities extend
to enabling data-driven advertisement investments and optimal allocation of resources. By promoting efficient scaling
of digital advertising operations, XPO empowers marketers to navigate the complexities of the digital landscape while ensuring a strategic
and streamlined approach to their advertising initiatives.

| 54 |

At the heart of XPO lies our
proprietary AI/ML technology that has been more than a decade in the making: KAIROS AI/ML engine. KAIROS AI/ML leverages
the latest advancements in AI/ML and encapsulates the power of AI/ML into the hands of marketers in automating and scaling digital marketing
execution across omni-channel and diverse devices. This advanced AI/ML technology is instrumental in driving our customers’
success whether it is in productivity gain, cost efficiency, or advertising performance.

KAIROS empowers our clients
in the following:

| 1. | Automatic                                                                                                                                             
 media and budget optimization: KAIROS process a vast number of parameters and                                                                         
 metrics across various ad channels covering both the Open Internet and Native Platforms,                                                              
 codifying them into a unified parameter space while respecting the implicit and explicit                                                              
 constraints, to intelligently chart the optimal path towards the ultimate advertising campaign                                                        
 objectives. This opens the possibility of sophisticated, humanly impossible AI-driven automatic                                                       
 media planning and optimization in online advertising to boost efficiency and performance.                                                            |
| 2. | Seamless                                                                                                                                              
 and efficient omni-channel campaign execution: KAIROS enables easy and unified                                                                        
 orchestration across the ad channels of the Open Internet and the Native Platforms, enabling real-time automated adjustments for peak performance. It 
 ensures campaigns stay on track with the set objectives and key performance indicators, maximizing                                                    
 efficiency and ROAS.                                                                                                                                  |
| 3. | Real-time                                                                                                                                             
 monitoring and feedback control: Like an ever-watchful airplane pilot, KAIROS continuously                                                            
 monitors campaign performance and evaluating dynamic market conditions. It swiftly identifies                                                         
 and navigating obstacles, ensuring that advertising campaigns remain on course towards marketing goals.                                               |
| 4. | Automation                                                                                                                                            
 and scaling: KAIROS offers unparallel in-depth cross-channel automation, eliminating the