AI-Powered
System Testing Platform
Transforming spreadsheet-based system testing into an AI-powered platform that improves traceability, reporting, collaboration and decision-making across the entire testing lifecycle.
From fragmented test data to a centralized testing platform.
GE Healthcare's testing data was managed across Excel files, making tracking, reporting and analysis increasingly difficult as the data grew. AMSA transformed the workflow into a centralized AI-powered platform for structured test observations, dashboards and intelligent assistance.
Excel-based data became structured test observations.
Test data was consolidated into a centralized system, improving consistency and traceability.
Manual tracking became a streamlined testing workflow.
Testers gained a single platform to record, organize and manage observations.
Scattered information became actionable dashboards.
Structured data enabled clearer reporting and better visibility for testers and managers.
Structured test data enabled intelligent assistance.
AI-powered search, chatbot capabilities and test guidance supported faster access to relevant information.
Built around structured testing, intelligent assistance and better visibility.
AMSA transformed a fragmented spreadsheet-based testing workflow into a centralized, AI-powered engineering platform.
Discovery
Requirements gathered around the needs and pain points of testers, developers and managers.
Test Tracking
Structured observation management replaced fragmented spreadsheet-based testing workflows.
AI Assistance
AI-powered search, chatbot capabilities and test guidance supported faster access to information.
Dashboards
Structured reporting and context-rich dashboards improved visibility for testers and managers.
Built on modern technologies designed for intelligent engineering workflows.
The platform combines AI-assisted development, modern web technologies and structured data architecture to support scalable exploratory testing, intelligent automation and future AI capabilities.
Amazon Kiro
AI-assisted Development
Python
Backend Logic & Data Processing
React
Modern User Experience
Flask
Application Services
PostgreSQL
Structured Data Management
ETL Pipelines
Reliable Data Integration
Amazon Kiro
AI-assisted Development
Python
Backend Logic & Data Processing
React
Modern User Experience
Flask
Application Services
PostgreSQL
Structured Data Management
ETL Pipelines
Reliable Data Integration
Prompt Engineering
Context-aware AI Assistance
REST APIs
System Integration
AI Guidance
Intelligent User Support
Analytics
Operational Insights
Scalable Architecture
Future-ready Platform
Engineering Data
AI-ready Information Model
Prompt Engineering
Context-aware AI Assistance
REST APIs
System Integration
AI Guidance
Intelligent User Support
Analytics
Operational Insights
Scalable Architecture
Future-ready Platform
Engineering Data
AI-ready Information Model
Every technology was selected to create a scalable, AI-native engineering platform that improves testing efficiency today while establishing a strong foundation for future intelligent capabilities.
Creating lasting operational value through intelligent engineering.
Beyond replacing spreadsheets, the platform established a scalable engineering environment that improves collaboration, strengthens decision-making and creates a foundation for future AI-driven quality engineering.
Centralized Testing Operations
Unified engineering workflows into a single platform for managing testing activities, observations and technical knowledge.
Improved Operational Visibility
Enabled real-time dashboards and structured reporting, providing clear visibility into testing progress and project health.
Smarter Engineering Decisions
Structured engineering data created opportunities for intelligent search, analytics and future AI-assisted workflows.
Built for Long-term Growth
Established a scalable engineering platform capable of supporting continuous product evolution and future business needs.
