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Drizz raises $2.7M in seed funding β€’
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Featured on Forbes
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Drizz raises $2.7M in seed funding β€’
β€’
Featured on Forbes
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Drizz - Mobile tests that write, run, and fix themselves | Product Hunt
BERJAYA
Drizz - Mobile tests that write, run, and fix themselves | Product Hunt
BERJAYA
Featured On
Product Hunt
#2

Reliable Mobile Test Automation.
Built For Real Apps.

Author in minutes. Execute on real devices. Ship with confidence.

BERJAYA
Schedule a demo

Rather try it yourself? Download for Mac

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Drizz - Mobile tests that write, run, and fix themselves | Product Hunt
BERJAYA

10Γ— the tests.
same QA team.

Your manual QAs describe the flow in plain English. Drizz's agents run it on real devices, fix it when your UI moves, and hand back the failure already debugged. No automation engineers. No selectors. No new headcount.

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Rather try it yourself? Download for Mac

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Trusted by mobile teams at

200

tests/month per QA vs 15 on Appium

5%

flakiness down from 15%

1.0Γ—

iOS + Android effort write once, run both

0

selectors to maintain

Why Legacy Mobile Test Automation Can’t Keep Up?

BERJAYA

High TAT to author tests

Selector-based tests take weeks to author and break with every UI change. Self-healing automation fixes this.

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High Flakiness

When 1 in 7 tests fail randomly, automation becomes noise. Vision AI reduces this flakiness drastically

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Coverage Risk

Traditional tools can't handle dynamic UIs, leaving login, payments & checkout untested. Vision AI covers critical flows.

The problem isn’t automation.

It’s how mobile automation works today.

See what Appium is costing you β†’

Human-Level Understanding.
Code-Level Speed.

Enterprise-grade vision AI that tests like a human, without the flakiness, maintenance, or slow authoring of traditional tools.

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Schedule a demo
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Author Tests in Minutes

Connect your app. Write tests in plain English. Start testing in minutes.

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Self-Healing Test Automation

Tests adapt when UI changes. Broken steps fix themselves. Zero maintenance.

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End-to-End Mobile Test Management

Manage apps, suites & runs in one platform. Track history across teams. Built for scale.

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CI/CD Integration for Mobile Testing

Run tests on real devices in your pipeline. Consistent results. Zero flaky failures.

Building Tests That Last.

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Upload Your APK

Connect your build and start instantly.

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Describe Tests in Plain English

Write steps the way you use your apps.

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Execute Reliably with Vision AI

Real-device runs that adapt in real time.

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Debug with Precision

Every failure comes fully unpacked.

Real Outcomes for
Fast-moving Mobile Teams.

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QA Teams

Stable execution. Lower effort. Faster cycles.

  • Reduced flakiness through Vision AI
  • Self-healing tests across UI changes
  • Reliable result across devices & OS
  • High coverage without maintenance
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Developers

Clear intent. Verifiable behaviour. Faster fixes.

  • Catch regressions & defects earlier
  • Screen state & step history included
  • Debug faster with fewer repro cycles
  • Detailed reports for faster fixes
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Tech Leadership

Predictable releases. Lower risk. Higher ROI.

  • Monitor test suite health 24/7
  • Less triage, higher velocity
  • Reduce operational costs
  • Scale releases with confidence
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Manual Testing

Automate fast. Ship with confidence.

  • Replace repetitive test with Vision AI
  • Cover more devices with same team
  • Consistent release validation
  • Fewer escaped bugs, faster releases
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Partial Automation

Stable automation. Minimal maintenance.

  • Fewer breaks from UI changes
  • Cut false failures & re-runs across CI
  • Reliable across devices & OS
  • Increase signal quality, reduce noise
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Fully Automated

Release governance. Measurable ROI.

  • Higher suite stability, less noise
  • Scale on real devices & across OS
  • Faster triage with clear evidence
  • Lower TCO without slowing delivery

All the Power Your QA Team Needs.

E2E Testing with Vision AI

UI, APIs, flows, multiple OS. Real devices, zero maintenance.

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Centralized App Management

Apps, builds, plans, devices, environments, all in one platform.

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Real-Device Execution

Run your tests where your users actually are.

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Self-Healing AI

Tests that repair themselves automatically.

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Precision Debugging

Get Screenshots, logs, screen state and debug in minutes.
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Accessibility Testing

Built-in accessibility testing for every flow.

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Enterprise-Grade Security. Without Compromise.

Built for financial services, healthcare and regulated industries where security isn't optional but mandatory.

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Built for Teams That Ship Fast.

Keeping high-volume purchase flows stable around the clock.

Drizz validates checkout, search, cart, payments, recommendations and delivery flows in minutes, catching UI failures and logic breaks before customers hit them.

35%
Fewer abandoned checkout issues
3X
Faster release cycles
50%
Drop in UI-induced order failures
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Stability you can trust for high-risk financial journeys

Drizz catches critical failures in KYC, login, payments, transfers, UPI flows, wallets and dashboards before users ever experience them.

60%
Fewer abandoned checkout issues
4X
Faster verification of high-risk journeys
50%
Stronger compliance-ready testing
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Ensuring seamless playback, streaming and subscription experiences

Drizz tests video playback, content loading, onboarding, subscription flows and player controls across device types, networks and OS versions.

45%
Fewer customer-reported playback issues
2.5X
Faster QA cycles
98%
Major reduction in buffering/UI regressions
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Keeping dynamic maps and navigation rock-solid

Drizz validates real-time map rendering, gestures and navigation behavior across dynamic states. Test panning, zooming, live route updates, markers and location-driven UI changes under real-world conditions.

40%
fewer map rendering and interaction glitches
4X
faster validation of dynamic map actions
100%
Improved stability during GPS updates & route recalculations
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Ensuring flawless tracking, subscriptions and wearable sync

Drizz validates onboarding, goal setup, workout logging, subscription flows, scheduling, sensor states and other integrations.

50%
Reduction in app-crash scenarios
3X
Faster regression cycles
100%
Huge improvement in device-sync reliability
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Integration-Ready for Any Environment.

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Why Teams Switch to Drizz

See how Drizz outperforms traditional testing on every critical metric

Area
Traditional Appium Testing
TAT for Test Authoring
15 tests/month per automation engineer
200 tests/month per Manual QA ~10Γ— faster
Reduction in Total Test Time
5–10% overall sprint time saved
25–30% overall sprint time saved
Android & iOS Effort
2x effort
1.0Γ— effort - write once, run both
Test maintenance
High
Low - AI understands UI changes; quick updates
Flakiness
15%
5%
TAT for Test Authoring
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Traditional Appium Testing
~15 tests/month per automation engineer
Competitor Tools
~40–80 tests/month per QA/engineer (scripted YAML / low code)
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~15 tests/month per automation engineer
Reduction in Total Test Time
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Traditional Appium Testing
~30% (20% testing & triage, 10% fixing)
Competitor Tools
~15–25% (less authoring friction, but triage + fixing still significant)
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~10% (2% testing & triage, 8% fixing with auto-triage & repro data)~20% time saved in overall sprint
Android & iOS
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Traditional Appium Testing
1.8Γ— effort (dup work)
Competitor Tools
~1.2–1.5Γ— effort (shared flows, but platform gaps)
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1.0Γ— effort (write once, run both)
Test maintenance
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Traditional Appium Testing
High
Competitor Tools
Medium
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Low (AI understands UI changes; quick updates)
Flakiness
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Traditional Appium Testing
~15%
Competitor Tools
~8–12%
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~5%

Why High-Velocity
Teams Trust Drizz

Confidence to ship at velocity without compromising quality

BERJAYA
With Drizz, we've simplified automation and ensured quality with less effort - no more broken tests or tedious setups.
Ifra
QA Lead at NikahForever
The AI-driven stability and ease of execution have helped us move faster while maintaining confidence in our releases. Drizz has become a valuable addition to our QA toolkit for scaling automation efficiently.Kudos to the Drizz team for building a practical and effective solution for modern QA teams.
Akanksha Sharma
Team Lead at Tata 1mg
Our testing cycle time dropped dramatically, close to 10Γ— in our main release path. Support has been consistently fast and practical. You get clear steps that unblock you.
Sneha Reddy
Technical Program Manager (TPM), Mobile
The debugging tools have saved us a ridiculous amount of time, especially when a run fails in CI and you need answers fast. Support was quick, and they walked us through a couple of advanced configs without any back-and-forth.
Anita Desai
QA Lead
Our biggest pain was flaky tests on dynamic screens. Drizz handled those flows way better than what we had before
Marcus Johnson
Senior SDET (Mobile)
Drizz helped us simplify automation and maintain quality without the usual grind. Broken tests and painful setups are not something we deal with anymore.
Ifra
QA Lead at NikahForever
The AI-driven stability and ease of execution have helped us move faster while maintaining confidence in our releases. Drizz has become a valuable addition to our QA toolkit for scaling automation efficiently.Kudos to the Drizz team for building a practical and effective solution for modern QA teams.
Akanksha Sharma
Team Lead at Tata 1mg
Writing tests in plain English made automation something the whole team could contribute to and not just QA engineers. With quick help from the team, we shipped 20 tests in a single day.
Priya Patel
QA Manager
We started catching noticeably more issues after switching, easily 5Γ— compared to our earlier setup. We also hit an integration snag on day one, and support had it sorted in under an hour.
Morgan Ellis
QA Engineering Lead
Setup took literally minutes. The team was incredibly helpful during onboarding, answering all our questions promptly and professionally throughout the process.
Emily Chen
Director of Engineering
With Drizz, we've simplified automation and ensured quality with less effort - no more broken tests or tedious setups.
Ifra
QA Lead at NikahForever
The AI-driven stability and ease of execution have helped us move faster while maintaining confidence in our releases. Drizz has become a valuable addition to our QA toolkit for scaling automation efficiently.Kudos to the Drizz team for building a practical and effective solution for modern QA teams.
Akanksha Sharma
Team Lead at Tata 1mg
Drizz made it easier for us to trust what we were shipping. What surprised me most was how quickly the team supported our rollout with fast answers, practical guidance, and it scaled across the org without friction.
Rachel Bennett
Release Manager
API integration was seamless thanks to excellent documentation. Support team jumped on a call within hours to help troubleshoot successfully.
Nina Patel
QA Director
Vision AI handles our complex app perfectly. The supportive team helped us fine-tune tests and optimize performance beyond expectations.
Robert Kim
Principal Engineer
With Drizz, we've simplified automation and ensured quality with less effort - no more broken tests or tedious setups.
Ifra
QA Lead at NikahForever
The AI-driven stability and ease of execution have helped us move faster while maintaining confidence in our releases. Drizz has become a valuable addition to our QA toolkit for scaling automation efficiently.Kudos to the Drizz team for building a practical and effective solution for modern QA teams.
Akanksha Sharma
Team Lead at Tata 1mg
Our QA team is finally ahead of developers. Support responded to our weekend inquiry within 30 minutes with a comprehensive solution.
Fatima Ahmed
Senior Test Lead
Drizz felt genuinely plug-and-play. We didn’t have to fight setup or spend days wiring things together. When we had questions, the team responded fast and actually knew the technical details
Casey Nguyen
Engineering Manager, Quality Platform
I was skeptical about the 97% claim, but after a couple weeks of real usage, it held up. Getting started was smooth, and support felt like having an extra engineer on the team with fast replies and practical answers.
James Rodriguez
Senior SDET, FinTech Mobile Team
Simple, Transparent Pricing
Choose a plan that fits your workflow and scales with your team.
Free Trial
For individuals exploring Drizz for the first time.
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50 test runs
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Upload APK & run visual tests
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Plain-English test writing
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Basic visual bug detection
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Email support
Start free
Pay As You Go
Best for solo devs or teams with variable testing needs.
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Buy test runs as needed
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Unlimited test authoring
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Vision AI execution
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Visual regression testing
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CI/CD integration
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7-day test history
Get Started
Team Plan
For fast-moving engineering teams shipping weekly releases.
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Shared team workspace
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Collaboration features
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Priority email support
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Visual regression testing
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CI/CD integration
Talk to Sales
Enterprise
For regulated, high-scale, or mission-critical mobile apps.
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On-prem / VPC deployments
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Unlimited test runs
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Dedicated account manager
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Custom SLAs
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SSO / SAML
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Advanced security & compliance
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Custom workflows + integrations
Contact Us

Practical Guides on Modern Mobile Test Automation.

Vision AI, plain English testing, and beyond.

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Questions? We've got answers.

What is Drizz?

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Drizz is a mobile test automation platform that helps teams automate mobile UI testing using plain-English test steps and AI-powered execution.

Does Drizz support Android and iOS?

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Yes. Drizz supports automated testing for both Android and iOS apps on real devices.

Do I need to write code to use Drizz?

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No. Tests are written in readable, natural language. Advanced users can still build complex workflows when needed.

Can Drizz run in CI?

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Yes. Drizz is designed for CI pipelines and provides reliable, repeatable test execution.

Do we need coding experience to write tests?

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No. Drizz lets you describe tests in plain English. The AI converts your steps into executable test flows, while still supporting advanced logic when engineering teams need it.

Can Drizz run on real devices?

BERJAYA

Yes. Drizz executes tests on real Android devices with different OS versions, screen sizes, and network conditions for accurate, production-level validation.

How is data handled and stored?

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All test data, logs, and screenshots are encrypted in transit and at rest. For customers with strict data policies, Drizz supports region-locked storage and custom retention settings.

How does Drizz handle asynchronous events or delayed UI states?

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Drizz uses adaptive wait logic powered by state detection instead of static timers. The engine detects expected UI conditions before executing the next step, eliminating flakiness caused by timeouts.

Can Drizz test multi-step flows that involve deep links, push notifications, or app restarts?

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Yes. Drizz supports deep links, background/foreground transitions, cold starts, push notification validation, and state-based branching logic within tests.

How are test artifacts stored and retrieved?

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All test artifacts - logs, videos, screenshots, device metadata - are stored in encrypted storage with unique execution IDs. APIs and webhooks allow exporting artifacts to CI dashboards.

How does Drizz handle list views, infinite scroll, and dynamic content?

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The engine detects list boundaries, scroll positions, and element visibility in real time. It identifies target items based on visual and semantic cues, not index-based assumptions.

Is Drizz suitable for high-security environments?

BERJAYA

Yes. On-prem and VPC deployments ensure all test data stays within your network. SSO/SAML, audit logs, RBAC, and encryption are supported for enterprise security teams.

Does Drizz process or store application binaries (APK) securely?

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Yes. Uploaded builds are stored in isolated, encrypted buckets with strict access policies. Builds can also be auto-deleted after test runs based on retention policies.

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Schedule a demo