AI-powered QA knowledge base · beta coming soon
Asserta is an AI-powered QA knowledge base and test case generator for web applications.
Your product logic already exists. It is just scattered across QA notes, old tickets, PM explanations, developer memory, and “ask Ana, she knows that flow.”
Asserta captures your product flows through a human-guided walkthrough of the real UI, turns them into a verified knowledge base, and generates reusable test cases, edge cases, negative paths, and scenarios grounded in how your product actually works.
Web applications today · On-premise or cloud · Human-verified
Generating test cases…
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What is Asserta?
Asserta is an AI-powered QA knowledge base and test case generator for web applications.
It helps software teams capture how their product works, validate that knowledge with a human, and generate test cases from the verified product model.
Instead of asking AI to guess from a prompt, Asserta gives AI a source of truth: your real product flows.
The problem
Before a test case can be useful, someone has to know how the product behaves. That knowledge is usually everywhere except where the team needs it.
Every product has someone who remembers the weird checkout rule, the admin permission exception, the status transition that breaks reporting, or the field that only matters for one customer type.
When that person is busy, QA waits.
When that person leaves, coverage drops.
When that person forgets, bugs ship.
QA teams spend hours turning screens, tickets, acceptance criteria, and Slack explanations into test cases. Even good testers miss paths.
The invalid order.
The second role.
The skipped step.
The “this should never happen” state that eventually happens in production.
Confluence pages age fast. Test cases drift. Onboarding docs describe the product as it worked six releases ago. So people stop checking the docs.
They ask QA.
QA asks the PM.
The PM asks a developer.
The developer checks the code.
And the same product questions keep coming back.
How it works
Asserta starts with the real UI of your web application.
A person walks through the product and describes what each element is, what it does, what happens next, and which rules matter. Asserta turns that walkthrough into structured product knowledge. Then a human confirms it.
Only verified elements, flows, and behavior enter the knowledge base. From there, Asserta generates test cases from the product model — not from a blank prompt.
Open your web app and move through the flows your team cares about: onboarding, checkout, admin setup, reporting, approvals, permissions, billing, or any critical path.
For each screen and element, capture what it is, what it does, what the user expects, and what should happen next.
Buttons. Fields. Tables. Roles. States. Valid inputs. Invalid inputs. Dependencies. Exceptions.
A human confirms the product behavior before it is saved. That is the trust layer.
Asserta does not silently learn your product. Your team teaches it.
Once the knowledge base understands the product, Asserta can generate test cases, edge cases, negative paths, orderings, and scenarios that match how your app actually works.
The same verified base supports QA, developers, PMs, new hires, and support.
One product brain. Five teams using it.
Why it's different
Most AI test generators start with a prompt. Asserta starts with your product.
A human walks through the real UI, explains the elements and flows, and confirms the behavior before it becomes part of the knowledge base. Then Asserta generates test cases from verified product knowledge, not from assumptions.
That means the generated tests are grounded in how your application actually behaves.
Use cases
Generate manual test cases, regression scenarios, edge cases, and negative paths without rebuilding product context from scratch every sprint.
Check likely QA scenarios before handoff, so missed states and unclear acceptance criteria are found earlier.
Turn product behavior into clearer scenarios without pulling an engineer into every question.
Learn how the product actually works from verified flows, not scattered tickets and outdated onboarding docs.
Find answers to product behavior questions without interrupting QA or engineering.
Human-in-the-loop
Generic AI test generation is fast. That is also the problem.
If the AI does not understand your product, it can produce tests that look complete but miss the logic that matters: the role condition, the hidden dependency, the edge state, the customer-specific rule, the flow that changed last sprint.
Asserta is built differently.
A human teaches Asserta the product first.
A human confirms every element and flow.
Only then does AI generate test cases.
This makes human verification the core mechanism — not a checkbox.
You stay in control of what Asserta knows. Asserta helps you reuse that knowledge at scale.
Enterprise & security
For enterprise and security-conscious teams, product behavior is sensitive. Your flows, internal logic, user roles, customer data patterns, admin screens, and regulated processes should not be copied into random AI tools.
Asserta can be deployed on-premise or in the cloud. For on-premise customers, Asserta supports bring-your-own-LLM, so your product knowledge stays inside your infrastructure. Nothing has to leave your environment.
ROI
For a 5-person team, Asserta’s value comes from reducing repeated product explanation, manual test-case writing, missed coverage, and new-hire ramp time.
The largest savings driver is QA test writing and coverage. The second is faster ramp time for new team members.
The bigger the product, the more expensive it becomes to keep product knowledge trapped in people’s heads.
Roadmap
Asserta currently supports web applications. Next on the roadmap:
The direction is simple:
First, understand the product.
Then generate the right tests.
Then help teams run them.
FAQ
Asserta is an AI-powered QA knowledge base and test case generator for web applications. It helps teams capture product behavior once, verify it with a human, and reuse that knowledge to generate test cases, edge cases, negative paths, and product scenarios.
Asserta generates test cases from a verified knowledge base of your product. A person walks through the real UI, describes each element and flow, confirms the behavior, and Asserta uses that approved product knowledge to generate relevant QA scenarios.
No. QA teams use Asserta to generate test cases, but developers, product managers, new hires, and support teams can reuse the same product knowledge base to understand flows, validate scenarios, and answer product behavior questions.
No. Asserta is designed to support QA engineers, not replace them. A human verifies product behavior before it enters the knowledge base. QA teams stay in control of what Asserta knows and what test cases are accepted.
Yes. Asserta currently supports web applications. Mobile application support is planned on the roadmap.
Yes. Asserta can be deployed on-premise or in the cloud. On-premise customers can use bring-your-own-LLM so product knowledge stays inside their own infrastructure.
For on-premise deployments with bring-your-own-LLM, product knowledge does not need to leave your infrastructure.
Generic AI test generators often create tests from prompts. Asserta first builds a human-verified knowledge base of your actual product behavior, then generates test cases from that verified source.
Asserta is entering beta soon. Join the waiting list to get early access and see how a human-verified QA knowledge base can turn your product flows into reusable test cases.
Stop rewriting product knowledge from memory.
Start generating tests from a source your team can trust.
You’re on the list. We’ll contact selected teams as beta access opens.
