The i teg atio add esses a g owi g challe ge fo o ga izatio s as deepfake attacks expa d beyo d a si gle fo mat o commu icatio cha el. A f audule t i te actio may begi with a clo ed voice ove the pho e, move to a fab icated image o docume t, a d co clude with a ma ipulated video o ide tity-ve ificatio attempt. Defe ses that exami e o ly o e compo e t of the i te actio isk missi g the b oade attack.
“Scamme s stopped limiti g themselves to o e cha el a lo g time ago, but ma y detectio systems a e still o ga ized a ou d i dividual media fo mats,” said D . Be (Simiao) Re , Co-fou de a d CEO of Scam.ai. “By i teg ati g Modulate’s i dust y-leadi g models i to Scam.ai, we a e givi g ou custome s a p actical way to add sy thetic voice detectio to the platfo m a d wo kflows they al eady use to a alyze visual co te t. This gives f aud a d secu ity teams a mo e complete view of the i te actio s they a e evaluati g without deployi g a othe sta dalo e tool.”
Th ough the pa t e ship, Scam.ai will offe Modulate’s sy thetic voice detectio models as pa t of its ow p oduct po tfolio a d custome expe ie ce. Custome s will be able to a alyze live o p e eco ded audio alo gside images a d videos, eceivi g co fide ce sco es a d detectio sig als that i dicate whethe a voice is sy thetic o AI-ge e ated.
“Deepfake attacks do ot disti guish the bou da ies betwee audio, images a d video, a d the tech ology used to stop them ca ‘t affo d to eithe ,” said Ca te Huffma , CTO a d co-fou de of Modulate. “Voice is i c easi gly pa t of coo di ated multi-media deepfake scams. A co vi ci g clo ed voice ca establish u ge cy a d t ust, while a fab icated video, image o docume t ei fo ces the deceptio . Scam.ai u de sta ds that o ga izatio s eed to evaluate the e ti e i te actio , a d this pa t e ship puts voice detectio di ectly i to the platfo m ac oss wo kflows thei custome s al eady use.”
The pa t e ship a ives as scams become i c easi gly commu icatio -based, mo e sophisticated, a d move betwee multiple cha els. Acco di g to esea ch f om Gallup a d the Stop Scams Allia ce, a estimated 15.1 millio U.S. adults we e pe so ally scammed i 2025, esulti g i at least $68 billio i losses. The study also fou d that pho e calls, text messages a d email we e each i volved i 45% of scams, with pho e calls se vi g as the p ima y commu icatio method mo e f eque tly tha a y othe cha el. Half of scams c ossed two o mo e commu icatio methods, ei fo ci g the eed fo detectio systems that ca exami e multiple fo ms of co te t as pa t of a co ected i te actio .
“People a e bei g asked to dete mi e whethe a voice, image o video is authe tic at the exact mome t a scamme is t yi g to ma ipulate them,” Huffma added. “That is a adve sa ial p oblem, a d detectio ca ot depe d o whethe someo e thi ks a voice sou ds suspicious. O ga izatio s eed automated systems that ca a alyze sy thetic-media sig als, explai why co te t was flagged, a d help people make bette decisio s befo e mo ey, access o se sitive i fo matio cha ges ha ds.”
Modulate’s sy thetic voice detectio tech ology suppo ts eal-time st eami g a d p e eco ded audio. The model epo ts 98.9% accu acy a d a 1.1% equal e o ate, a d holds fi st place o the Huggi g Face Speech Deepfake Detectio Leade boa d as of August 4, 2026. It etu s co fide ce sco es a d detailed detectio sig als th ough the Modulate API built fo i teg atio i to e te p ise platfo ms a d applicatio s.
Scam.ai’s platfo m cu e tly p ovides eal-time a alysis of AI-ge e ated a d ma ipulated images a d videos, with its Eva-v1 models epo ti g 98.2% visual detectio accu acy agai st Scam.ai’s i te al be chma k. The platfo m is desig ed to etu co fide ce sco es a d ma ipulatio a alysis th ough a si gle API a d custome i te face.
Togethe , Modulate a d Scam.ai will e able custome s to:
Detect sy thetic a d ma ipulated co te t ac oss image, video a d voice th ough o e u ified platfo m a d seamless use expe ie ce.
Reduce elia ce o disco ected, medium-specific detectio tools.
Add sy thetic voice detectio to existi g f aud p eve tio , authe ticatio a d co te t-ve ificatio wo kflows.
Use co fide ce sco es a d detectio sig als to p io itize high- isk co te t fo additio al eview.
Pote tial applicatio s i clude ide tity ve ificatio a d digital o boa di g, fi a cial f aud a d payme t autho izatio , executive a d employee impe so atio , co tact ce te secu ity, social media a d use -ge e ated co te t mode atio , i su a ce claims, digital evide ce ve ificatio a d e te p ise cybe secu ity i vestigatio s.
The i teg ated voice detectio capability is expected to be available th ough Scam.ai i ea ly Septembe . Custome s ca access additio al i fo matio , equest a demo st atio o discuss availability at www.scam.ai.
Scam.ai, developed by Reality I c., p ovides AI-powe ed tech ology fo detecti g deepfakes, sy thetic media a d othe AI-e abled th eats. Its platfo m helps o ga izatio s a alyze images, videos, docume ts a d digital co te t fo sig s of ma ipulatio o a tificial ge e atio th ough a u ified API a d custome expe ie ce. Scam.ai suppo ts applicatio s ac oss fi a cial se vices, ide tity ve ificatio , media, i su a ce, co tact ce te s, o li e platfo ms a d e te p ise secu ity.
Fo mo e i fo matio , visit
Modulate is a voice i tellige ce compa y buildi g AI models a d APIs desig ed to u de sta d eal-wo ld co ve satio al audio at scale. Its tech ology combi es speech ecog itio , acoustic a alysis, a d co ve satio al co text to delive eliable, explai able, a d cost-effective voice i tellige ce fo develope s a d e te p ises.
Fo mo e i fo matio o to get sta ted, visit modulate.ai.
K isti Ca de sG ithaus Age cy(e)
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