A Framework for Developing AI Solutions Tailored to Your Organisation

TinAI Core is the framework we use to analyse, design and develop AI solutions tailored to organisations. It consists of four main modules—NLP, Vision, Knowledge and Data—and provides the shared infrastructure they need for communication, coordination and integration.

Every project starts with a detailed understanding of the organisation's structure, operational needs, business processes, existing data and objectives. We then identify which TinAI modules the AI solution requires and the role each module will play in the final system.

Depending on the project, a single TinAI module can be used on its own, or several can work together to form an integrated solution. For example, a system can process users' text and speech through TinAI NLP, retrieve the information it needs through TinAI Knowledge, and use data prepared by TinAI Data to produce an appropriate response or decision.

TinAI Core does not deliver the same ready-made, standard solution to every customer. Each system is designed around the customer's actual needs, with the ability to connect to existing software, fit internal processes and evolve over time.

How TinAI Modules Work Together

The strength of TinAI Core lies in the ability to combine its modules. Each has its own role, but can work in coordination with the others whenever required.

For example, in a document processing system:

  • TinAI Vision extracts information from an image or document.
  • TinAI NLP analyses and classifies the extracted text.
  • TinAI Knowledge finds relevant information in organisational sources.
  • TinAI Data cleans and structures the results, preparing them for recording in the target system.

TinAI Core manages communication between all stages, the customer's systems and the operational workflow.

This flexible architecture allows a project to begin with a particular capability and add new modules and features as the organisation's needs grow.

Shared Capabilities of TinAI Core

Alongside its four specialist modules, TinAI Core provides the shared infrastructure needed to implement a professional solution:

  • Connections to existing software and databases
  • Delivery of services through APIs
  • User and access-level management
  • System event and activity logging
  • Monitoring of service and model performance
  • Error handling and management of alternative workflows
  • Evaluation of output quality and accuracy
  • Incremental development of the solution
  • On-premises, cloud or hybrid deployment to suit the project
  • Compliance with security, privacy and data protection requirements
  • Updates to models and system components
  • Technical and operational reporting

A Solution Tailored to Your Organisation

TinAI Core is not fixed software with a predetermined set of capabilities. It is a framework that allows each solution to take shape around the customer's actual needs, data and processes.

The result is a system designed from the outset for a specific operating environment, compatible with existing infrastructure and able to evolve as the organisation's needs change.