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9 out of 10 edits fail KYC. And it’s not about a “pretty image” ▪ Mustang Service – when approval matters more than blind testing. › We work with what systems actually check: → passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc. → German-grade studio equipment → two-stage control +...

«STERILE» HANDS GET FLAGGED FASTER THAN YOU THINK ▪ Most people focus on the document itself. But a believable scene starts with the hands. ▪ 📉 In reality, holding an object is never perfectly clean: fingers apply uneven pressure edges bend slightly materials react to grip and hand position...

9 out of 10 edits fail KYC. And it’s not about a “pretty image” ▪ Mustang Service – when approval matters more than blind testing. › We work with what systems actually check: → passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc. → German-grade studio equipment → two-stage control +...

MICROCONTRAST – THE DETAIL YOUR EYES DON’T NOTICE ▪ You may not notice the problem. Algorithms will. ▪ 📉 Real materials never behave the same way: paper catches light differently plastic creates softer transitions lamination «breathes» with reflections and texture ▪ ⚙️ And what do most...

9 out of 10 edits fail KYC. And it’s not about a “pretty image” ▪ Mustang Service – when approval matters more than blind testing. › We work with what systems actually check: → passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc. → German-grade studio equipment → two-stage control +...

AN EXPENSIVE CAMERA CAN ACTUALLY BE A PROBLEM ▪ Many people still think: the more expensive the smartphone – the safer the photo. In reality, things are much more complicated. ▪ Modern cameras no longer simply «take photos» they build scenes using algorithms: – generating textures –...

9 out of 10 edits fail KYC. And it’s not about a “pretty image” ▪ Mustang Service – when approval matters more than blind testing. › We work with what systems actually check: → passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc. → German-grade studio equipment → two-stage control +...

THE WORLD HAS FINALLY DROWNED IN BAD PHOTOSHOP ▪ TikTok and Reddit in 2025 are literally flooded with «Photoshop Fails» compilations – warped cars, broken body geometry, shadows from another dimension, and faces that look like plastic masks. ▪ People are massively discussing: – «yassification»...

9 out of 10 edits fail KYC. And it’s not about a “pretty image” ▪ Mustang Service – when approval matters more than blind testing. › We work with what systems actually check: → passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc. → German-grade studio equipment → two-stage control +...

BACKGROUND – THE MOST UNDERRATED RISK You focus on the subject. Algorithms analyze everything around it. ▪ Context mismatch: the document is in one “world” the background is in another light, depth, environment don’t align – and the scene falls apart. ▪ “Clean” backgrounds: perfectly...

THE CAMERA DISTORTS – AND THAT CAN EXPOSE YOU ▪ You look at the photo: “looks fine.” But the sensor has already altered it – and without that, the shot doesn’t exist. ▪ Rolling shutter. The frame is read line by line objects slightly “drift”, geometry isn’t perfect that’s not a bug –...

9 out of 10 edits fail KYC. And it’s not about a “pretty image” ▪ Mustang Service – when approval matters more than blind testing. › We work with what systems actually check: → passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc. → German-grade studio equipment → two-stage control +...

“JUST FIX THE DATE” – SURE, BUT IT’S NOT THAT SIMPLE ▪ At first glance, the case looked simple: a selfie with a document + a sheet with a date and number. ▪ The task – update the date and remove extra digits. The client had already tried to do it themselves… and that’s where everything...

9 out of 10 edits fail KYC. And it’s not about a “pretty image” ▪ Mustang Service – when approval matters more than blind testing. › We work with what systems actually check: → passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc. → German-grade studio equipment → two-stage control +...

18,700 FAKE DOCS – AND THAT’S JUST ONE SCHEME ▪ In Romania, a network was exposed: thousands of people received fake documents. ▪ According to reports: – 18,700+ recipients – Russia, Moldova, Ukraine – including criminal suspects and sanctioned individuals ▪ But the numbers aren’t...

9 out of 10 edits fail KYC. And it’s not about a “pretty image” ▪ Mustang Service – when approval matters more than blind testing. › We work with what systems actually check: → passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc. → German-grade studio equipment → two-stage control +...

EVERYTHING LIT THE SAME? YOU’RE ALREADY CLOSE TO FAILURE ▪ The quietest mistake – “perfect lighting”. Clean, even, with no variation… and completely exposed. ▪ In reality, light is never uniform. – there are always gradients and falloff – different areas catch light differently –...

9 out of 10 edits fail KYC. And it’s not about a “pretty image” ▪ Mustang Service – when approval matters more than blind testing. › We work with what systems actually check: → passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc. → German-grade studio equipment → two-stage control +...

A FRESH DOC… BUT IT LOOKS LIKE A MOCKUP ▪ The most common mistake – a document that looks “too new”. That’s not how real life works. ▪ Reality starts with contact. – micro-scratches appear from the very first touch – edges slightly “settle” with use – friction leaves its own unique...

9 out of 10 edits fail KYC. And it’s not about a “pretty image” ▪ Mustang Service – when approval matters more than blind testing. › We work with what systems actually check: → passing anti-fraud checkers: Onfido, Veriff, Sumsub, etc. → German-grade studio equipment → two-stage control +...