Launching OopsBot: AI-Powered QA Automation for Teams Without Test Management Tools

TL;DR: OopsBot is an AI-powered assistant that converts your PRDs into export-ready test cases in minutes, not days. Just upload a doc, type a prompt, and instantly get structured, editable test cases with zero setup. Designed for QA teams, SDETs, and agile product teams aiming to scale coverage without the chaos. 

Bridging the Gap Between Requirements and Testing

Product teams invest weeks into crafting detailed PRDs. But when it comes time to write test cases, the process often becomes a bottleneck, manual, time-consuming, and inconsistent. QA teams end up parsing lengthy documentation under tight deadlines, not due to a lack of expertise, but because the tooling hasn't caught up.

OopsBot changes that. It reads your PRDs and turns them into structured, high-quality test cases in minutes.

Why We Built OopsBot

Test case authoring is still one of the most tedious, error-prone steps in QA workflows. Even seasoned teams rely on manual interpretation, fragmented notes, and endless clarification loops with product teams. For fast-paced releases, test coverage often lags, or worse, misses critical scenarios.

After speaking with QA leads, SDETs, and DevOps managers across scaling SaaS teams, one thing became clear:

“We don’t have time to write every test. And even if we do, it’s hard to stay consistent.”

The real friction wasn’t in testing itself, but in translating requirements into reliable, testable logic. OopsBot was built to eliminate that gap.

What OopsBot Does Today

OopsBot reads your PRD, whether it’s in PDF, DOCX, TXT, Markdown, or JSON format, and converts it into a list of test cases ready for review, export, or reuse.

No templates. No context-switching. Just type a prompt like:
“Generate test cases for checkout flow with guest login”

Under the hood, OopsBot uses a retrieval-augmented generation (RAG) system to extract relevant information from your PRD, map it to testing scenarios, and generate detailed test cases. Each one includes:

• A clear test title

• Step-by-step execution flow

• Expected results

• Metadata like tags and categories

• Export-ready formatting (CSV, JSON, PDF)

You can organize, rate, or edit these test cases within the platform, then plug them into tools like TestRail, Zephyr, TestLodge, BrowserStack or Xray with zero reformatting.

What’s New in This Release

We started with a single goal, help teams turn PRDs into structured, testable formats in minutes. But we know that generating test cases is just the beginning. Real QA automation happens when your test plans reflect the real way your product works, and when that process fits smoothly into your daily tools and workflows.

Here’s what’s rolling out in this release:

Google SSO: One-click login, no new credentials needed

We get it, no one wants another password to remember. With Google SSO, you can sign up and log in with a single click using your existing Google account. It's faster, safer, and ideal for teams that need to onboard quickly without juggling account setups.

Google Drive Integration: Keep your specs where they are

No need to copy-paste PRDs across tools. With native drive integration, OopsBot will fetch your docs directly from your Drive folder (with your permission, of course). This makes it seamless to generate test cases from live documents, especially useful if your team iterates on the PRD as the sprint evolves.

Inline Editing for Generated Test Cases: Make tweaks on the fly

OopsBot already generates detailed test cases based on your PRD, but now you can fine-tune them directly within the interface. Whether it’s adjusting steps, rewording expected outcomes, or adding edge cases, you can do it all inline, without breaking your flow.

MCP (Model Context Protocol)

This one’s big. With MCP, small teams and indie QA setups can now export test cases directly from their own tools, pipelines, or custom UIs. No migration, no tool overload, just plug in, and get structured outputs that match your environment.

And coming up next: you’ll also be able to import product files, define custom flows, and generate test cases on the fly, fully aligned with how your product actually works.

Think of MCP as the bridge between OopsBot’s intelligence and your team’s unique context.

What’s Coming Next

We’re just getting started. Over the next few weeks, OopsBot will evolve into a more powerful AI QA companion with features like:

• One-click export to your favorite test case management platforms

• Test suite audits with gap analysis and coverage graphs

• Generate test cases based on existing test libraries

• Test case to test script conversion in your preferred languages and folder structures

• Figma integration to extract flows from design files

• Jira integration to fetch PRDs and context-rich inputs

Our long-term vision? End-to-end test automation that starts at the PRD and stops only when your tests are running, clean, complete, and continuous.

Who It's For, And Why It Matters

OopsBot is built for QA teams, SDETs, and engineering managers who want to accelerate test planning without cutting corners.

If you’ve ever pushed a release with known edge cases “because there wasn’t time”... or lost hours syncing with the product team on incomplete stories... or scrambled to backfill test cases post-sprint, this tool is for you.

And since there’s no integration or setup required, OopsBot fits right into your existing workflow. Upload your doc, write a prompt, and get test cases in minutes.

Try OopsBot Today

OopsBot is now live for all users. No waitlists. No beta tags. Just fast, AI-powered test case generation, available when you need it.

You can start with 20 free test credits, and when you're ready to scale, choose from flexible pay-as-you-go options, and stay tuned for monthly plans and enterprise access!

Try it now → app.oopsbot.com