Automated Software Quality Suite
Live
The bottleneck in test automation isn't running the tests. It's the suite underneath them.
Legacy automation is brittle, and the human-written test suites beneath it are too inconsistent to automate at scale. Automated Software Quality is OTOT’s approach to accelerating the software test lifecycle, delivered as discrete accelerators and forged in OTOT’s Anvil innovation lab. We rebuild the test lifecycle with agentic AI, one accelerator module at a time.
The Lifecycle
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01 In the forge
Generate
Automate the development of user stories and requirements into test cases. -
02 Live
Discover and Reuse
Automate the identification and reuse of test workflows. -
03 In the forge
Execute
Run automation tests via UiPath, Playwright, and more. -
04 In the forge
Close the Loop
Automate feedback to developers and product owners.
Generate
From user story to test case, automatically.
Test authoring does not keep pace with development. Writing test cases by hand is slow, and coverage drifts when requirements change faster than the tests behind them. Generate reads your development user stories and requirements and drafts the test cases that cover them, so authoring moves at the speed of the backlog and every test stays tied to the requirement that produced it.
What Generate delivers
- Test cases drafted directly from user stories and requirements.
- Traceability from each test back to its source requirement.
- Coverage that keeps up as requirements change.
For QA leads and test managers facing an authoring backlog.
Discover and Reuse
Your test suite is full of work you have already done.
Large test suites accumulate the same actions over and over, written a dozen different ways across hundreds or thousands of cases. Log in, navigate, validate a field: the same logic, restated inconsistently, with no easy way to see what repeats. Finding the reusable patterns by hand is slow, and it does not scale as the suite grows.
What Discover and Reuse delivers
- One action repeated across the suite becomes one workflow every test can resuse.
- Fully developed workflows, named and organized with human-in-the-loop authorization.
- A clean, reusable workflow library and a clear snapshot of scope and complexity.
For test leads and program managers who need immediate ROI.
Execute
From reusable workflow to runnable automation.
A workflow library is only useful if it runs. Execute turns the reviewed workflows into baseline automation scripts for tools like UiPath and Playwright, so the library built by Discover & Reuse becomes executable automation instead of documentation, without analysts rebuilding it by hand.
What Execute delivers
- Baseline automation scripts generated for UiPath, Playwright, and similar tools.
- A direct bridge from the discovered workflow library to executable runs.
- Reviewed workflows carried through without re-doing the analysis.
For automation engineers and regression-heavy programs.
Close the Loop
Test results that reach the people who can act on them.
A test run produces signals that usually stop at a report. Close the Loop routes results and traceability back to developers and gives program leaders a clear view of scope, complexity, and coverage. It is the furthest-out of the four accelerators, and the lab is scoping it to be genuinely useful rather than a dashboard bolted onto a ticket system.
What Close the Loop delivers
- Results and traceability routed back to developers.
- A scope, complexity, and coverage view for program leaders.
For development leads and program managers.
Automated Software Quality is OTOT’s approach to accelerating the software test lifecycle, delivered as discrete accelerators and forged in OTOT’s Anvil innovation lab. OTOT Technologies LLC is an SBA-certified 8(a) Small Disadvantaged Business focused on federal AI assurance, test and evaluation, and digital transformation, headquartered in Arlington, Virginia.
Maturity labels reflect current development status. Performance figures for Discover & Reuse reflect results measured on a federal test automation program. Tool references (UiPath, Playwright) denote interoperability, not endorsement.
Browse additional accelerators to see what OTOT is forging next.
LLM Validator
Your AI passed the vendor's benchmark. That doesn't mean it works in your environment.
OTOT applies AI test and evaluation to large language models (LLMs), repeatable testing to validate whether your models provide consistent results, and whether they maintain compliance with applicable governance standards. We provide LLM validation in concert with our AI/ML governance work as a means to, first, confirm that the government receives the expected value from its AI investment, and second, to preserve and optimize that value over time.