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An autonomous QA platform where AI agents create, run, and validate tests with visible evidence reducing QA time and increasing release confidence.

Autonomous AI Agents

Explainable Runs

Evidence-First Results

Faster QA Cycles

Enterprise Reporting

My Role

Lead Product Designer

Owned end-to-end product UX, information architecture, workflows, results & reporting experience.

Also led branding, logo, and Dreamforce booth experience

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The Situation

QA teams spend more time managing testing than learning from testing.
Across workflows, most effort goes into creating tests, re-running failures, and manually stitching together evidence to understand what happened.

Common patterns observed

  • Test creation requires heavy configuration and technical inputs

  • Failures often need multiple reruns to reproduce

  • Logs and screenshots live in different places

  • Release readiness is inferred manually

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How We Framed the Problem

  • Stakeholder & SME interviews

  • Pilot user feedback

  • Support discussions

  • Product teardown

  • Competitive scan

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Problem Statement

Teams need a faster way to create and run tests, and a clearer way to understand failures, without relying on engineers or digging through raw logs.

Core Product Insight

QA teams accept failures. They do not accept invisible failures.

Automation alone doesn’t build trust.
Visibility into what happened and why does.

Key Design Decisions

Design to make agent behavior visible, explainable, and controllable with:

Explainable agent timeline

Evidence tied to each step

Human-in-loop control

Shareable reports

Role-based views

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Before → After

Form-heavy JSON based test creation → Chat-based intent input

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→

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Also, mobile friendly now!

Solution Preview

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Create / Select Suite
Run Agent Timeline
Failure → Jump to Evidence
Generate Shareable Report

Impact

  700+

Leads

Generated through hands-on TestZeus demos at the Salesforce Dreamforce booth (US).

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Triage time

QA teams spent less time diagnosing failures with logs and screenshots in one place.

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QA speed

Faster test creation and execution shortened the feedback loop from build to release.

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Design system

A reusable design foundation improved consistency and reduced effort across features.

What’s Next

Test failures root-cause hints

Automatic premptive flake detection

Proactive suggestions on what to test next

Add enterprise-grade control and auditability

Voice-based test creation (exploratory)

More...

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