Soc 2 certified • real ios & android devices
Your QAs describe the flow in plain English. Agents run it on real devices, healing through redesigns, renames and reshuffles. Most tools bolted AI onto a selector engine. Drizz never had one. Bring your APK; we'll run your flakiest flow in 20 minutes.
No selectors, no XPaths. Vision AI reads the screen the way your user does — so a UI change doesn’t break the test.
Write once, runs on iOS and Android — not two suites maintained by two people.
Your manual QAs author tests on day one. No framework to learn.
Running in production at
Matrimony
Logistics
E-Pharmacy
Mobility
Outdoor Recreation
Insurance
Mental Wellness
Food & Beverage
AdTech
Financial
Laundromat
Customer results
Not a testimonial. The before-and-after from NikahForever’s QA team, measured against the locator-based suite they replaced.
Matrimonial / consumer mobile · Android + iOS · 80+ screens
80%+
automation coverage across API and UI
50+
test cases authored and actively maintained
Zero
locators — down from 100% of tests locator-bound
Day 1
to first test, against weeks of setup before
Metric
Before Drizz
After Drizz
Automation coverage
Low, fragile
80%+across API and UI
Locator dependency
100% — every test locator-bound
Zero
Test stability
Broke on every UI update
Self-healing through continuous updates
Time to first test
Weeks of setup
Day 1
API + UI coverage
Separate tools required
One platform
CI/CD regression
Manual, ad hoc
2 scenarios × 20 tests, every build
Automation coverage
An automation engineer
80%+across API and UI
Locator dependency
Before Drizz
~15 per automation engineer
After Drizz
Zero
Test stability
Before Drizz
1.8–2× the work — two suites
After Drizz
Self-healingthrough continuous updates
Time to first test
Before Drizz
Selectors break; someone fixes them
After Drizz
Day 1
API + UI coverage
Before Drizz
~15%
After Drizz
One platform
CI/CD regression
Before Drizz
~15%
After Drizz
2 scenarios × 20 tests, every build
“With Drizz, we’ve simplified automation and ensured quality with less effort — no more broken tests or tedious setups.”
Ifra
- QA Lead, NikahForever
The product, not a mockup
The real thing, on a real device. On the call you’ll watch this happen on your own app instead.
30 minutes with an engineer. We write a test for your app and run it on a real phone while you watch.
BOOK A DEMO
Free to install. Plug in a phone or emulator, write a test in English, and run it on your own machine.
DOWNLOAD FOR MAC
Works with a real device or an emulator.
What a test actually looks like
Your QA writes the flow the way they’d explain it to a new hire. Drizz plans it, taps it on a real device, and records video of every step.
checkout_guest_upi Pixel 8 · Android 14
Passed · 1m 12s
01
Open the app and log in as a returning user
6s
02
Search “cold brew” and add the first result to cart
11s
03
Go to checkout and choose guest delivery
healed
04
Pay with UPI and approve in the payment app
24s
05
Verify the confirmation screen shows an order ID
4s
06
Verify the order appears in Order History
7s
The checkout button moved and changed label last sprint. Selector-based tests fail here. Drizz found it on screen and carried on — nobody edited the test.
A failure is something you watch, not something you reproduce.
01 - DESCRIBE
Your existing manual test cases are already the input. No framework, no IDE, no locator hunting.
02 - RUN
Physical iPhones and Androids, not emulators — so UPI, KYC, push, deep links and camera flows behave the way they do for users.
03 - HEAL
When a button moves or a label is reworded, the agents re-find it and keep going. That’s the maintenance line item you delete.
The numbers
Measured against the automation stack each team was running before they moved. Ask for the raw numbers on the call.
Appium / Maestro / in-house
Who can author a test
An automation engineer
Any manual QA on the team
Tests authored per month
~15 per automation engineer
~200 per QA— roughly 10×
iOS + Android
1.8–2× the work — two suites
1.0×— write once, run both
When the UI changes
Selectors break; someone fixes them
Self-heals— the run continues
Flakiness
~15%
~5%
Who can author a test
An automation engineer
Any manual QA on the team
Tests authored per month
Appium / Maestro / in-house
~15 per automation engineer
~200 per QA— roughly 10×
iOS + Android
Appium / Maestro / in-house
1.8–2× the work — two suites
1.0×— write once, run both
When the UI changes
Appium / Maestro / in-house
Selectors break; someone fixes them
Self-heals— the run continues
Flakiness
Appium / Maestro / in-house
~15%
~5%
Security & deployment
Fintech, healthcare and regulated industries, where this is the question that decides whether a pilot happens.
Security-first infrastructure with encryption, access controls, and privacy by design.
If builds can’t leave your environment, Drizz runs inside it. No exception process needed.
Staging, TestFlight, or your public store app. Nothing is required for a first call.
Step-level logs, screenshots and real-device video — the evidence your compliance team asks for.
Have a constraint we haven’t listed — data residency, a specific DPA, an air-gapped device lab? Say so when you book and we’ll tell you on the call whether it’s workable, rather than after a month of procurement.
From the QA leads
“The AI-driven stability and ease of execution have helped us move faster while maintaining confidence in our releases.”
Akansha Sharma
Team Lead, Tata 1mg
“With Drizz, we’ve simplified automation and ensured quality with less effort — no more broken tests or tedious setups.”
Ifra
QA Lead, NikahForever
10 minutes on your stack and where your suite hurts. 20 minutes watching Drizz author and run a flow from your app on a real device, live. If it doesn’t run, you’ve lost 30 minutes and you’ll know why.
No. A staging or TestFlight build makes the call sharper, but we can run your public store build, or screen-share while you drive. Bring whatever your security team is comfortable with.
No. Record-and-playback captures coordinates and element IDs, which is exactly what breaks. Drizz plans the flow from your description each run and reads the screen visually to find things — there’s no recorded path to invalidate.
It can, and for some teams it has. But the common starting point is narrower: point Drizz at the flows you keep skipping or keep fixing, leave the rest alone, and decide after a sprint.
SOC 2 certified, with on-prem and VPC deployment available if builds can’t leave your environment. Every run produces step-level logs, screenshots and video for your audit trail. Tell us the constraint on the call and we’ll tell you straight whether it’s workable.
Priced per team and volume, and we’ll give you a real number on the first call rather than a three-week quote cycle. The comparison that matters is against the engineer-months currently going into maintenance.
Book your slot
The one that’s been commented out since the redesign, or the one that only passes on the second retry. That’s the one worth 30 minutes.
