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Drizz raises $2.7M in seed funding
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Featured on Forbes
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Fast local authoring. Complete control over every run.

Engineered for teams demanding speed, stability, and complete control over mobile test workflows.
No complex frameworks | No brittle selectors | No blind failures.

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Industry-Grade Local Test Authoring for Mobile Automation

Mobile test logic shouldn’t be guesswork. Drizz Desktop gives teams a deterministic authoring surface that turns strategy into stable automation.

Create tests that are clear, reviewable and maintainable.

Debug locally with real device feedback before CI.

Build logic once and reuse everywhere.

Create. Validate. Organize. Locally.

Drizz Desktop provides a controlled local environment to author test logic, interact with devices, inspect execution and organize assets before scaling runs in Drizz Cloud.

Device Interaction

Connect and manage Android emulators, iOS simulators, or physical devices with real-time state visibility

Structured Test Editor

Author tests as ordered command sequences with support for conditional logic and reusable modules.

Execution View & Logs

Run tests locally and inspect step-by-step execution with clear, contextual logs and screenshots.

Project Workspace

Organize tests, modules and assets in predictable, version-friendly structures.

Local Execution. Elevated.

Connect Devices

Instantly connect a real device, emulator or simulator. Drizz surfaces platform and state details automatically for a ready-to-test environment.

Author Test Logic

Define test steps as clear, structured commands. Modular flows and conditional logic ensure consistency, readability and long-term maintainability.

Run & Watch Execution

Run tests locally and watch each step in real time. Drizz provides immediate visibility into execution flow, outcomes and on-device behaviour.

All the Power Your QA Team Needs.

E2E Functional Testing

One platform to test UI, APIs, flows, Multiple OS versions, form factors and complex journeys - on real devices, with zero maintenance.

App Management

A single home for everything your testing depends on. Apps, builds, test plans, devices, environments - no more fragmentation.

Real-Device Execution

Run your tests on the same real devices your users rely on. Validate performance, behaviour and reliability across true  conditions delivering confident, production-ready results every time.

Self-Healing AI

Tests automatically adapt to UI changes using Drizz’s intelligent correction engine. When elements shift, rename or move, Drizz identifies the intended action and updates the step reducing flakiness and maintenance work.

Precision Debugging

Every failure is delivered with clear reasoning, screenshots, and before/after context. Drizz explains why a step broke, not just where, enabling teams to debug faster and reach root cause with minimal effort.

Accessibility Testing

Validate that every screen and interaction meets accessibility expectations. Drizz highlights issues across layouts, ensuring inclusive, compliant user experiences across mobile apps.

Controlled Environments. Reliable Mobile QA at Scale.

Android

Run intelligent tests on Android emulators and real devices across versions, screen sizes and manufacturers. Validate flows reliably without flaky scripts or manual setup.

iOS

Test iOS applications using Apple simulators with fast, consistent execution. Validate UI, navigation and functionality across multiple iOS versions without managing physical devices.

Mobile-Web

Automate mobile web testing on any Android or iOS browser. Ensure consistent performance, responsiveness and behaviour across browsers with seamless cross-platform coverage.

Built for Your Workflow. Ready for Your Scale.

Built to complement modern engineering practices, Drizz Desktop aligns effortlessly with current dev, QA and CI/CD pipelines.

Drizz Desktop fits into existing development and automation pipelines

Local test validation before CI

Exportable test assets for cloud execution

Version control–friendly project organization

Precise failure context before automated pipelines

Enterprise-Relevant Outcomes

Drizz Desktop drives measurable gains in automation performance, release confidence and overall engineering efficiency.

12Ă— Faster Test Authoring

Create and evolve tests at the speed of product change using natural-language authoring.

100% Functional Test Coverage

Cover every critical user journey without sacrificing readability or maintainability.

Automate with 10Ă— Confidence

Deterministic, readable tests enable teams to scale automation without fear of instability.

10Ă— Lower Test Maintenance Effort

Modular, intent-driven steps reduce breakage and long-term maintenance overhead.

Questions? We've got answers.

What engineering problem does Drizz Desktop fundamentally solve?

Drizz Desktop eliminates the instability and overhead of selector-based mobile automation by enabling engineers to author and validate tests locally using Vision-AI-driven interactions. It reduces flakiness, accelerates debugging, and shortens the feedback loop before tests reach CI or large-scale cloud execution.

How are local devices and simulators instrumented for Drizz execution?

Drizz Desktop directly interfaces with Android Debug Bridge (ADB), iOS simulators, and supported device clouds. No agents or SDKs need to be embedded into the app - Drizz uses screen streams, Vision AI interpretation, and standardized interaction channels to execute commands deterministically.

How does local execution improve pipeline reliability in CI/CD systems?

By catching UI regressions, unstable steps, and structural gaps before the test suite reaches CI, Drizz Desktop prevents false negatives and expensive pipeline reruns. Engineers validate flows locally with screenshots, timings, and logs identical to cloud execution, ensuring consistency across environments.

How does Drizz Desktop differ architecturally from Drizz Cloud?

Drizz Desktop is a local runtime that handles authoring, device connection, Vision AI interpretation, and synchronous execution.

Drizz Cloud is a distributed execution fabric optimized for parallelization, orchestration, access control, artifacts, and CI integrations.

Both share the same execution engine, ensuring parity between local and cloud runs.

Does Drizz require knowledge of XPath, selectors, or native UI identifiers?

No. Drizz abstracts UI identification entirely. The Vision Engine interprets the rendered screen, classifies actionable components, and executes commands without requiring selectors, element IDs, or platform-specific locators.

How does Drizz ensure reproducible results across devices?

Every step captures:

  • Before/after screens
  • System state
  • Execution timestamps
  • Vision inference context
  • Deterministic actions

This creates consistent reproducibility across device types, OS versions, and screen densities

Can teams version control Drizz tests in existing engineering workflows?

Yes. Test files are simple text-based instructions that commit cleanly into Git repositories. Engineers can branch, diff, and review test logic just like application code.

What are the constraints of local parallel execution?

Parallelism is bound by available devices/emulators connected to the engineer’s machine. Cloud execution removes this constraint entirely by horizontally scaling across device pools.

How does Drizz Desktop fit into a typical engineering toolchain?

It operates alongside the IDE:

  • Author flows while developing features
  • Validate UI behavior across devices locally
  • Commit test logic into version control
  • Trigger distributed execution in CI via Drizz Cloud


This mirrors modern development practices while eliminating brittle automation frameworks.

What guarantees that tests authored on Desktop behave identically in Cloud?

The execution engine, Vision AI model, interaction pipeline, and step lifecycle are identical across both surfaces. Only the runtime environment differs, ensuring operational consistency between local validation and CI-scale execution.

Author with clarity.

Validate with confidence.

Build mobile tests you can trust - before you scale.

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