Technology

The most challenging of business requirements are addressed with AI based machine learning, in real time, with agile workflow, that delivers super high levels of automation

AI learns your tasks and carries out accounting processes with intelligence, in real time based on you own master record data, at super high levels of accuracy , with standard and custom machine learning models to cover all your requirements, and leveraging new deep neural network models for further levels of vertical automation and also built on an AI Platform so you can deploy with speed and agility

 

AI learns your tasks and carries out accounting processes with intelligence

The AI Platform introduces a new, powerful Machine Learning  technology layer

The core technology is AI Machine Learning Data Science which we enhance with propriety programs  to learn and carry out processing tasks that people currently do.

 

Thus a new and powerful generation of automation is available for businesses that overcomes the limitations of conventional IT.

 

AI Machine Learning Data Science  continuously learns the tasks so that even as your business changes the automation self-adapts, and as a computer system it never tires of learning and task execution

 

Real time processing decisions based on master record data

The AI Platform enables you to use your digital data in new powerful ways

The core technology AI Machine Learning Data Science interacts with business processes in real time as the DS itself  is automated.

 

The power of the approach is it uses your own data to learn how to do processing tasks, and you remain fully in control of the process.

 

The Machine Learning Models are retrained every time a person intervenes so that that intervention is learnt , understood, automated and the person cost removed in subsequent cycles

 

Super high levels of accuracy  due to specialist Machine Learning ML

The AI Platform is build using the most powerful models in the world

The core technology AI Machine Learning Data Science achieve super high levels of accuracy. Model performance is subject to rigorous benchmarking and assurance tests to verify models are superior to other data science platforms.

 

This  involves Machine Learning Models being developed independently by data Science experts and compared against production services

 

Standard and Custom ML models to cover all your requirements

The AI Platform can adjust to your needs as it leverages your data and workflow

The core technology AI Machine Learning Data Science is set up to address ambitious business requirements. This means the models themselves are specific to customer needs, and leverage existing and custom built models.

 

The overlying workflow is also configured to customer requirements, which means your workflow is not changed, just hugely automated so that people do not have to do data processing tasks

 

New levels of decision support automation with Deep Neural Network  models

The AI Platform is constantly improving with new types of ML

As a leader in the applied application of Machine Learning Models to finance and accounting we run our own R&D Lab. This Lab turns fundamental research in Machine Learning into practical applications.  

 

The Lab focuses on improvements to document and image reading, process-based automation and management-based decision making and makes use of Deep Neural Networks

 

Built on the AI Platform so you can deploy with speed and agility

The AI Platform is proven in production as robust and resilient

The Kanbina AI Platform is the leading edge of process automation. 100% native AI technology and leveraging machine learning models, Kanbina executes tasks traditionally done by people such as accounts payable, accounts recievables, document extraction, PO, vendor, department, subsidiary, purchase and sales tax, general ledger code matching and data cleansing.

In this solution diagram example you will see invoices are processed automatically including all the matching to master records. Only a control check is required before posting the invoice.  On this platform a customer is a cloistered tenant with their own data, models, workflow and user interface. As a cloistered tenant you have to advantage of a bespoke and private system, but the compute power and cost base of a software as a service.

 

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