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AI integrated into an existing platform

Bring AI into an existing GRC platform.

Design and development of AI features within an existing governance, risk and compliance platform. The work combines risk map generation, analysis and recommendations with an interface for administering the models.

Domain
Governance, risk and compliance
Role
Full-stack design and development of AI modules
Period
2026
Services
Software integrationCustom software development
Illustration of how it works — fictional interface and data.

The project

Context

The project involved a GRC platform for an organization in the governance sector. The goal was to add features that use structured and unstructured business data to support risk analysis, together with tools to administer the models, their parameters and usage limits.

Our work

Design and development of modules built on language models: risk map generation, analysis to identify potential risks, recommendations and suggested action plans. The work also covered the administration interface used to manage these features within the platform.

Key features delivered

  • Risk map generation

    Modules built on language models use the platform’s structured and unstructured business data to generate a risk map automatically.

  • Analysis and identification of potential risks

    The information provided is analyzed to identify potential risks. These are presented as suggestions for a person to review and approve before they are added to the risk management process.

  • Recommendations and suggested action plans

    Based on this analysis, AI produces recommendations and suggests action plans suited to the risks identified. These proposals also require human approval.

  • Model and usage administration

    A dedicated interface controls the AI features: dynamically selecting the models in use, configuring their inference parameters and managing usage limits.

Technical environment

  • Language models (Mistral AI)
  • Java
  • Spring Boot
  • Spring Security
  • Angular
  • Jira

Would you like to add AI to a business tool?

Describe the task, the data available and how the results should be used or checked. We will explore the integration options for your application.

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