Platform overview
SQAI Suite is one AI-native workspace for the whole delivery lifecycle: agentic AI test orchestration combined with living documentation. It reads context from the tools your team already uses — Jira, Confluence, Azure DevOps and GitHub — and produces the artefacts that normally eat weeks: functional and technical documentation, architecture diagrams, requirements analysis, risk assessments, test cases, synthetic test data and automation code.
Analysts and product owners use it to keep specifications alive. Testers and developers use it to design and automate. Leads use it to see coverage and drift. Same workspace, same source of truth.
Specs that stay true
Intuitive and fast documentation and analysis
SQAI Suite provides an intuitive, unified workspace that seamlessly connects with your existing development and QA ecosystem. Easily interact with external platforms such as Jira, Azure DevOps, Confluence, GitHub, TestRail, Xray, Zephyr, and many more through a user-friendly interface. SQAI intelligently retrieves context and knowledge from these systems to generate high-quality deliverables, including requirements analyses, test cases, test automation, documentation, diagrams, risk assessments, and other QA artifacts and can automatically write the results back into the appropriate systems. This enables teams to work within their existing toolchain while leveraging AI to accelerate delivery, improve quality, and eliminate manual effort.
How it works
Conversational agent
The SQAI Agent is your intelligent, conversational partner designed to assist you in all aspects of quality assurance. Whether you need help generating test scripts or understanding documentation, the SQAI Agent delivers instant, accurate answers to streamline your workflow.
With features like code generation for frameworks such as Playwright, Cypress and many more, the Agent ensures you save time and stay focused on critical tasks. Simply type your question or request, and let the Agent provide detailed, actionable solutions directly in the chat.
Test faster, cover more
Test cases & automation
Simplify your testing process with SQAI Suite’s Test Automation feature. This page allows you to get an overview of your generated test cases. Each test case is displayed with key details such as its ID, name, and creation date, making it easy to manage and prioritize your work all directly integrated with your preferred test management tool.
By a single button click, you can instantly generate scripts tailored to your test requirements and even based on your own custom automation framework, ready for execution in your automation environment.
How it works
Achieve the right outcome, not just another AI response.
SQAI’s Guided AI Tasks are purpose-built workflows that lead you step by step towards a specific deliverable—whether that’s generating test cases, creating test automation, producing documentation, designing architecture diagrams, or one of the many new guided tasks continuously being added. Instead of spending time crafting prompts, refining responses, and consuming unnecessary AI credits, our guided approach automatically applies proven prompting strategies, context gathering, and best practices behind the scenes. The result is consistently higher-quality output, optimized token usage, and significantly faster delivery, allowing your teams to focus on reviewing and refining results instead of figuring out how to ask the AI the right questions.
How it works
Manage your own knowledge
Empower SQAI Suite by uploading your own knowledge sources directly. This page provides an intuitive interface for managing your knowledge base, with options to upload files or URLs, ensuring your instance is equipped with the information it needs to assist you effectively.
View and track the status of your uploaded files, including details like file type, upload date, and readiness status. Use the “Sync” button to ensure your instance stays up-to-date with the latest knowledge, or upload new sources effortlessly with the “Upload New Source” option.
Easily refer to a specific document or image, ask for a summary, test cases or just get an analysis.
Insights
Statistics & insights
The Statistics page in SQAI Suite offers a clear and interactive view of how your team is adopting and utilizing the platform. It highlights essential usage metrics such as the number of users, jobs executed, test cases created, and integrations configured. With dynamic visualizations, teams can track token consumption across different AI models over time, monitor test activity trends, and evaluate job performance with success and failure rates.
This centralized dashboard empowers teams to make informed decisions, optimize efficiency, and demonstrate the value at scale.
Analysis and documentation
Diagrams generated from source, not drawn by hand
Ask for a sequence, flow, component or architecture diagram and SQAI Suite builds it from your actual requirements, documentation and code. Because it is generated from source rather than drawn on a blank canvas, it can be regenerated when the source changes — which is why your diagrams stop being screenshots nobody trusts. Export them, or write them straight back to Confluence.
No per-seat license
A full test management tool, included
SQAI Suite ships with its own AI-native test management: suites and folders, test plans and runs, results and history, links from tests to user stories, and coverage reporting. Not an integration, not an add-on, not a separate licence. Because it is native, generated test cases land there instantly with their requirement links already in place. Already invested in Xray, Zephyr or TestRail? SQAI Suite writes to those too.
Steer on valuable data
Traceability health and documentation drift
Two questions decide whether a release is ready: is this actually covered, and is this documentation still true. The traceability health map links requirements, documentation, test cases, automation and results in one view, so you can see which requirements have no tests and which tests trace back to nothing. Documentation drift detection compares your specifications against the current state of the product and flags where they have diverged.
Agnostic approach
Seamless integration in your ecosystem
SQAI Suite seamlessly integrates with your existing ecosystem, allowing you to keep using the tools you trust like Zephyr, Selenium, Azure DevOps... Our platform is tool-agnostic with numerous ready-to-use integrations and the flexibility to add custom solutions as needed. Enhance your workflow without the hassle of switching systems.
Check our available integrations
Niche focus of SQAI Suite
The differentiators of SQAI Suite and how to evaluate ROI
Comparison
Dimension of functionalities
AI Copilots
Built for the full SDLC
Generates technical, functional and test documentation
Analyses and improves requirements at the source
Writes ready-to-run test automation code
Native integrations: Jira, Xray, Zephyr, Git, CI/CD, Azure
AI-native test management included
Predictable AI spend - fixed credits, best-fit model per task
Governance: full traceability and access control
Unlimited users, priced per workspace
Included
Partial
Not available
Brands that trusted us on their QA journey
Each of these companies has partnered with us in shaping smarter, faster, and more efficient QA solutions.
Most asked question
What makes us different from test automation tools and why?
One of the most asked questions we see when presenting SQAI Suite, so let's elaborate on it...
No. A meaningful share of our usage comes from business analysts and product owners who never open a test case. They use SQAI Suite to pull scattered requirements together, produce functional specifications and diagrams, spot documentation that has gone stale, and improve requirements before development starts. Testing is one of four pillars, and analysis and documentation is the one most teams start with.
Keep them — they're part of the plan. Copilots own the application code, which is roughly 20% of delivery effort. SQAI Suite owns the other 80%: analysis, specification, testing, reporting. Through MCP, we work seamlessly with every major copilot and AI-powered IDE, so your developers' tools and your QA workflow finally speak the same language.
Not your problem anymore. While copilot vendors move to metered billing and enforce usage caps, your SQAI plan includes a fixed credit allowance with a fixed, published overage price. And because every guided workflow is optimised to route each task to the most efficient model, you get more output per credit than raw prompting ever will.
No, and by design. SQAI Suite selects the best-fit model per task and can switch providers as the market moves, which shields you from any single vendor's price swings, quality dips, or policy changes. If a better or cheaper model appears tomorrow, you benefit without changing anything.
Privacy by design, security by default: central management of user access and integrations, built-in traceability on every action and output, and enterprise options including SSO, single-tenant deployment and regional LLM hosting. Your data trains no one's models.
More than you'd expect, with a human in the lead at every step. From baseline documentation generated out of existing code, to full-coverage test cases, to self-healing automation scripts that maintain themselves; the goal isn't replacing your team, it's removing everything between their judgment and the outcome.
Automation tools like Playwright, Cypress and Selenium execute tests — and they're great at it. SQAI Suite orchestrates everything around that execution: it analyses your requirements, designs the test cases, writes the automation code in your preferred framework, pushes it to your repo, and manages the results with full traceability. We don't replace your automation stack; we make it run at full capacity.
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