Vansah Intelligence is an MCP-powered integration that enables AI assistants such as ChatGPT, Claude, Copilot, and other compatible AI tools to securely connect to Vansah within Atlassian Jira. Through natural language, users can access testing, traceability, and quality management capabilities, retrieve insights, analyze coverage and risks, investigate defects, and assess release readiness.

Beyond answering questions, Vansah Intelligence allows AI assistants to actively assist with quality engineering workflows by creating and managing test cases, generating test plans, identifying automation opportunities, preparing test assets, and helping teams accelerate software delivery with intelligent, context-aware recommendations grounded in their Jira and Vansah data.

Vansah Intelligence is an MCP-powered integration layer that allows AI assistants such as ChatGPT, Claude, Copilot, and other compatible AI tools to securely connect to Vansah.

The AI assistant provides the conversational interface, while Vansah Intelligence provides the tools, context, data, and actions.

Think of it this way

❌ Not:

Another chatbot that sits alongside your existing AI tools.

✅ Instead:

A secure bridge that enables your existing AI assistants to interact with Vansah.

Vansah Intelligence is designed for software teams that use Jira and want to leverage AI assistants such as ChatGPT, Claude, Copilot, and other MCP-compatible tools to access and interact with their testing and quality data.

It is particularly valuable for:

• QA Managers who need visibility into quality risks, coverage, traceability, and release readiness.
• QA Leads and Test Engineers who want to create, manage, analyze, and optimize testing activities using natural language.
• Engineering Managers who need fast access to quality insights, testing progress, and delivery risks.
• Product Managers who want to understand requirement coverage, testing status, and release confidence.
• Developers who need quick access to test results, defects, automation opportunities, and quality information without leaving their AI workflow.
• Jira Administrators and Enterprise Teams looking to extend their AI assistants with secure access to testing, traceability, and quality management capabilities.

Whether you’re investigating defects, generating test assets, identifying coverage gaps, assessing release readiness, or exploring automation opportunities, Vansah Intelligence helps teams work more efficiently by bringing Vansah’s quality management capabilities directly into their preferred AI assistant.

When released, Vansah Intelligence will work with  Vansah Test Management For Jira enabling teams to:

• Review Vansah Test Cases and execution history

• Explore requirement coverage and testing status

• Identify potential gaps or risk areas

• Access QA insights

• Generate Test Cases using your Jira requirements

Vansah Intelligence enables your AI assistant to securely interact with Vansah and Jira through natural language, helping you access information, generate test assets, and perform quality-related tasks faster.

With Vansah Intelligence, you can:

• Search and retrieve testing information across requirements, test cases, test plans, executions, defects, and releases.
• Generate test cases from requirements, user stories, epics, and acceptance criteria.
• Create and organize test plans based on project scope, releases, or Jira filters.
• Analyze test coverage and traceability to identify gaps and untested requirements.
• Investigate failed tests and defects by understanding relationships between requirements, executions, and bugs.
• Identify quality risks and release blockers before deployment.
• Discover automation opportunities by identifying suitable manual test cases.
• Review testing progress and release readiness across projects and teams.
• Generate quality insights and recommendations based on your Jira and Vansah data.
• Create and manage testing assets directly through supported AI-assisted workflows.
• Access testing knowledge instantly without navigating dashboards, reports, or multiple Jira screens.

Simply ask your preferred AI assistant a question or task, and Vansah Intelligence provides secure access to the testing and quality capabilities available within your Vansah environment.

Vansah Intelligence is now available