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AI-Powered Cognitive Mapping and Simulation Platform Development
  1. case
  2. AI-Powered Cognitive Mapping and Simulation Platform Development

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AI-Powered Cognitive Mapping and Simulation Platform Development

blackthorn-vision
Human Resources
Energy & natural resources
Financial services
Government

Current Challenges in Cognitive Application Development

Users face difficulties in creating and managing complex cognitive maps across devices, implementing scalable application architectures for evolving requirements, and maintaining intuitive decision table management systems that support dynamic business logic.

About the Client

Enterprise AI solutions provider offering explainable AI platforms for process control, risk management, and fraud detection across multiple industries

Key Project Goals

  • Develop intuitive cross-device cognitive map creation tools
  • Implement flexible architecture for scalable feature integration
  • Create user-friendly decision table management interfaces
  • Enable seamless integration with enterprise data sources
  • Provide real-time simulation and visualization capabilities

Core System Capabilities

  • Interactive cognitive map creation with feedback visualization
  • Manual and automated Bayesian Network construction
  • Decision table management with real-time evaluation
  • SQL database integration for simulation inputs
  • Embedded Power BI visualization for simulation results

Technology Stack

React.js
Redux
Styled Components
.NET Core
SQL Server
Entity Framework

System Integrations

  • CRex API for BN learning
  • Microsoft SQL Database
  • Microsoft Power BI

Quality Attributes

  • Cross-device responsiveness
  • Horizontal scalability
  • High data processing performance
  • Enterprise-grade security
  • Maintainable architecture

Business Value

Enables enterprises to develop intelligent applications that combine AI reasoning, predictive analytics, and cloud scalability, reducing development time for complex decision systems while improving accuracy in risk management, fraud detection, and process optimization across energy, finance, and government sectors.

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