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Home Press Release Accesswire

Vadzo Imaging Validates Innova-662CRE Sony IMX662 ONVIF Gigabit Ethernet Camera for Milestone XProtect VMS

July 28, 2026
in Accesswire, Artificial Intelligence, Web3
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The I ova-662CRE is Vadzo Imagi g’s 2MP GigE came a built o the So y STARVIS 2 IMX662 se so , ow validated fo di ect i teg atio with Milesto e XP otect VMS. Delive i g olli g shutte colo imagi g, HDR wide dy amic a ge captu e, a d Powe ove Ethe et i a IP- ated e closu e, the I ova-662CRE b i gs ult a low light pe fo ma ce a d co fi med ONVIF i te ope ability to secu ity, sma t city, a d etail video ma ageme t deployme ts without added d ive wo k o ma ual device co figu atio .

FORT WORTH, TX / ACCESS Newswi e / July 28, 2026 / Vadzo Imagi g, a global p ovide of embedded visio solutio s, today a ou ces that its I ova-662CRE ONVIF GigE came a has completed validatio testi g fo di ect i teg atio with Milesto e XP otect VMS. Built o the So y STARVIS 2 IMX662 se so , the I ova-662CRE is a 2MP Colo GigE Came a e gi ee ed fo ult a-low light imagi g, HDR wide dy amic a ge captu e, a d Powe ove Ethe et deployme t i a IP- ated outdoo e closu e. The validatio co fi ms that system i teg ato s a d OEM teams al eady u i g Milesto e XP otect ca add the I ova-662CRE to thei came a po tfolio with co fi med device discove y, st eami g, a d eve t ha dli g, closi g a commo i teg atio gap i multi-ve do VMS e vi o me ts.

Why ONVIF Complia ce Alo e Does Not Gua a tee VMS Compatibility

I teg ati g a etwo k came a i to a Video Ma ageme t System (VMS) e vi o me t sou ds st aightfo wa d o a datasheet, yet ONVIF complia ce alo e does ot gua a tee that a came a will behave co ectly i side a specific VMS platfo m. Milesto e XP otect, like most e te p ise VMS softwa e, elies o a device pack that maps a came a’s ONVIF se vices, st eami g p ofiles, a d eve t t igge s to the platfo m’s ow device model. A came a that adve tises ONVIF P ofile S suppo t may still fail to auto-discove co ectly, expose i complete st eam co figu atio s, o d op eve t data o ce co ected to a live VMS se ve . Fo OEM teams buildi g a VMS-Compatible IP Came a deployme t, this c eates a gap betwee ge e ic ONVIF complia ce a d co fi med ope atio al compatibility. Add the physical equi eme ts of outdoo a d low-light deployme t, olli g shutte se sitivity afte da k, PoE powe budgets, a d e closu e du ability, a d selecti g a Milesto e XP otect Compatible Came a becomes a systems e gi ee i g decisio athe tha a simple spec sheet compa iso .

Se so A chitectu e a d P otocol Level E gi ee i g

The I ova-662CRE add esses this gap at two levels, se so a d p otocol. At the se so level, the So y STARVIS 2 IMX662 is a back-illumi ated CMOS se so with a 1/2.8-i ch optical fo mat a d a 2.9 µm x 2.9 µm pixel pitch, positio i g the photodiode laye o the light- eceivi g side of the chip to maximize photo captu e pe pixel. This back-illumi ated a chitectu e is what sepa ates a Sta vis 2 Low Light Came a f om a co ve tio al f o t-illumi ated se so , delive i g a lowe oise floo a d st o ge ea -i f a ed espo se without equi i g suppleme tal illumi atio . As a 2MP Rolli g Shutte Colo Came a, the IMX662 eads pixel ows seque tially, which suits the la gely static o slow-movi g fields of view typical of fixed secu ity, t affic, a d facility mo ito i g i stallatio s. HDR p ocessi g exte ds usable dy amic a ge ac oss high-co t ast sce es such as a buildi g e t a ce agai st daylight gla e o a oadway u de mixed st eetlight a d headlamp illumi atio .

At the p otocol level, ONVIF complia ce defi es how the came a exposes its media p ofiles a d eve t i te faces ove the etwo k, while the u de lyi g GigE Visio Came a t a spo t ha dles the Gigabit Ethe et data path itself. Validati g the I ova-662CRE agai st Milesto e XP otect mea s co fi mi g that WS-Discove y, media p ofile egotiatio , a d st eami g behavio all fu ctio co ectly i side XP otect’s device pack, athe tha elyi g o a ge e ic ONVIF P ofile T Came a claim alo e.

P oduct Ove view

The I ova-662CRE is pa t of Vadzo Imagi g’s e closed Gigabit Ethe et came a se ies, which also i cludes the O semi AR0234 based I ova-234CGE fo global shutte applicatio s a d the So y IMX678 based I ova-678CRE fo 4K HDR imagi g. As a 2MP GigE Came a built a ou d the So y IMX662, the I ova-662CRE is positio ed specifically fo ult a-low light, etwo k-co ected su veilla ce whe e Milesto e XP otect o a compa able VMS is al eady the ope atio al sta da d. As a Embedded ONVIF Came a Module built i to a IP- ated e closu e, it ships eady fo di ect outdoo mou ti g without a sepa ate housi g desig cycle, a d its PoE IP Came a Module powe delive y mea s a si gle Ethe et u to a PoE switch o i jecto ha dles both data a d powe fo eve y i stalled u it.

Key Capabilities of the I ova-662CRE: 2MP IMX662 ONVIF Gigabit Ethe et Came a

Back-Illumi ated Se so A chitectu e fo Ult a Low Light Imagi g: Secu ity a d t affic mo ito i g ope ato s watchi g a sce e th ough dusk a d i to full ighttime co ditio s face a ha d t adeoff o a co ve tio al CMOS se so , exte di g exposu e time to hold o to usable sig al costs f ame ate o movi g subjects, while holdi g f ame ate steady sac ifices the shadow detail a ope ato o a alytics e gi e eeds at exactly the hou s whe i cide ts a e ha dest to see. The I ova-662CRE add esses this at the se so level with the So y STARVIS 2 IMX662, a back-illumi ated CMOS se so with a 1/2.8-i ch optical fo mat a d 2.9 µm x 2.9 µm pixel pitch that positio s the photodiode laye o the light- eceivi g side of the chip athe tha behi d suppo ti g ci cuit y. This geomet y captu es a mate ially highe sha e of i comi g photo s pe pixel tha a f o t-illumi ated se so of compa able size, t a slati g i to a lowe oise floo a d st o ge ea -i f a ed espo se without suppleme tal illumi atio . As a Ult a Low Light GigE Came a, the I ova-662CRE holds full 2MP esolutio a d usable colo detail th ough dusk, daw , a d a tificially lit ighttime sce es whe e a sta da d se so would fo ce the f ame ate ve sus exposu e comp omise, keepi g pe imete secu ity a d t affic mo ito i g footage a alytics- eady a ou d the clock.

Validated ONVIF Behavio I side a Live Milesto e XP otect Deployme t: A came a that passes ONVIF co fo ma ce testi g i isolatio ca still fail o ce it eaches a live VMS deployme t, because eve y VMS ve do maps ONVIF se vices to its ow device pack a d the gap betwee ge e ic complia ce a d platfo m-specific behavio te ds to su face o ly afte a came a is al eady mou ted, wi ed, a d commissio ed, at which poi t a discove y failu e o a d opped eve t st eam becomes a suppo t ticket athe tha a be ch test fi di g. The I ova-662CRE closes that gap fo Milesto e XP otect specifically. Rathe tha elyi g o ONVIF P ofile S, P ofile T a d P ofile G complia ce claims alo e, Vadzo Imagi g tested the I ova-662CRE di ectly agai st Milesto e XP otect to co fi m that WS-Discove y, media p ofile egotiatio , a d st eami g behavio all fu ctio co ectly i side XP otect’s device pack u de eal ope ati g co ditio s. Fo OEM teams a d i teg ato s buildi g a Milesto e XP otect Came a deployme t, that validated i te ope ability is the diffe e ce betwee same-day commissio i g a d a exte ded t oubleshooti g cycle afte i stallatio .

HDR Captu e fo High-Co t ast E t yway a d Roadway Sce es: A si gle fixed came a cove i g a buildi g e t a ce, loadi g dock, o oadway i te sectio outi ely faces a lighti g atio that exceeds what a sta da d dy amic a ge se so ca hold i o e exposu e, daylight gla e o o comi g headlamps blow out the b ightest egio s of the f ame while doo ways a d shadowed app oach paths lose all ecove able detail i the same image. The I ova-662CRE’s HDR wide dy amic a ge captu e o the IMX662 se so esolves both ext emes withi a si gle se so eadout cycle athe tha fo ci g o e exposu e comp omise ac oss the full sce e. Fo e t yways positio ed agai st daylight gla e, loadi g docks with mixed i te io a d exte io lighti g, a d oadway sce es u de st eetlight a d headlamp illumi atio , this keeps both the b ightly lit a d shadowed egio s of the f ame usable fo ide tificatio a d a alytics at the same time, educi g the false detectio s that a sta da d dy amic a ge se so i t oduces at high-co t ast sce e bou da ies.

Si gle-Cable Powe ove Ethe et Deployme t: Fixed came a i stallatio s ac oss a facility, pe imete , o mu icipal footp i t typically eed both a data co ectio a d a sepa ate elect ical u to eve y mou ti g poi t, a d eco cili g co duit, pe mitti g, a d p oximity to a powe d op is ofte the la gest d ive of i stallatio cost o a multi-came a ollout, pa ticula ly at outdoo pole, ceili g, a d ooftop locatio s whe e powe is ot al eady p ese t. The I ova-662CRE emoves that seco d equi eme t th ough IEEE 802.3af Powe ove Ethe et suppo t, d awi g both powe a d etwo k co ectivity f om a si gle Ethe et u to a PoE switch o i jecto . As a PoE IP Came a Module, this si gle-cable app oach becomes a mea i gful cost a d schedule adva tage o ce a deployme t scales past a ha dful of u its, educi g the I ova-662CRE’s i stallatio footp i t o t affic poles, fe ce li es, a d ooftops to a si gle u f om existi g etwo k i f ast uctu e.

IP-Rated E closu e Ready fo Di ect Outdoo Mou ti g: Deployi g a etwo k came a outdoo s typically equi es a OEM o i teg ato to eithe sou ce a boa d-level module a d desig , test, a d validate a sepa ate weathe p oof housi g, o accept a p e-e closed p oduct whose housi g was qualified fo a diffe e t se so a d applicatio e ti ely, a d eithe path adds a mecha ical desig cycle befo e a secu ity o i f ast uctu e deployme t ca move f om evaluatio to i stalled ha dwa e. The I ova-662CRE ships i a IP- ated e closu e pu pose-built a ou d the IMX662 se so a d its Gigabit Ethe et a d PoE i te faces, p otecti g the se so a d o boa d elect o ics f om dust a d moistu e i g ess without a sepa ate housi g qualificatio cycle. As a OEM GigE Came a Module eady fo di ect outdoo mou ti g, the I ova-662CRE lets i teg atio teams move f om evaluatio u it to field-i stalled ha dwa e without a mecha ical desig phase, sho te i g the path to p oductio fo pe imete secu ity, t affic mo ito i g, a d sma t city i stallatio s whe e outdoo du ability is a baseli e equi eme t.

P oduct Specificatio s














So y STARVIS 2 IMX662 CMOS

Optical Fo mat

1/2.8 i ch

Pixel Size

2.9 µm x 2.9 µm

Shutte Type

Rolli g Shutte

Resolutio

2MP (1920 x 1080)

Dy amic Ra ge

HDR Suppo ted

Gigabit Ethe et (100/1000Base-T)

Powe ove Ethe et (IEEE 802.3af)

Video Complia ce

ONVIF (P ofile S, P ofile T a d P ofile G)

VMS Validatio

Milesto e XP otect

IP-Rated, Outdoo Rated Housi g

Vadzo NXT (C, C++, C#, Pytho )

Platfo m Suppo t

Wi dows, Li ux

“Passi g ONVIF co fo ma ce is o e milesto e but p ovi g that a came a behaves co ectly i side a live Milesto e XP otect deployme t is a diffe e t a d mo e mea i gful ba . With the I ova-662CRE we wa ted i teg ato s to add a So y IMX662 GigE Came a to a existi g XP otect i stallatio a d have device discove y, st eami g, a d eve t ha dli g wo k the fi st time, without a suppo t call. The IMX662 gives us the low light imagi g quality that pe imete secu ity a d sma t city applicatio s dema d, a d the validated ONVIF P ofile T Came a behavio mea s ou OEM custome s a e ot the o es fi di g i teg atio p oblems i the field.” – Alwi Vi ce t, P oduct Ma age at Vadzo Imagi g.

Ta get Applicatio s

Pe imete Secu ity a d Su veilla ce: Pe imete fe ci g, gate access poi ts, a d buildi g e t a ces equi e co ti uous low-light imagi g with eliable etwo k t a spo t back to a ce t al mo ito i g statio . As a Pe imete Secu ity IP Came a validated fo Milesto e XP otect, the I ova-662CRE gives i teg ato s buildi g out secu ity a d su veilla ce i f ast uctu e a So y IMX662 PoE Came a optio with co fi med VMS behavio athe tha a ge e ic ONVIF claim, educi g the isk of discove y o st eami g issues su faci g afte i stallatio . The GigE Came a Su veilla ce deployme t model also simplifies multi-came a ollouts ac oss a si gle facility, si ce eve y u it sha es the same validated device pack behavio i side XP otect.

Sma t City a d Mu icipal T affic Mo ito i g: Mu icipal t affic mo ito i g, i te sectio came a i stallatio s, a d outdoo i f ast uctu e se so s depe d o ha dwa e that holds up to weathe exposu e while st eami g eliably i to a ce t al VMS. As a Sma t City ONVIF Came a, the I ova-662CRE combi es the IMX662’s low light se sitivity with a IP- ated e closu e suited to pole a d ooftop i stallatio s, while its Milesto e XP otect validatio educes the i teg atio isk that mu icipal IT teams face whe addi g ew came a ha dwa e to a existi g t affic mo ito i g a d fleet came a etwo k built a ou d established VMS i f ast uctu e.

Retail a d Facility Video Ma ageme t: Retail loss p eve tio a d facility mo ito i g p og ams typically u doze s to hu d eds of came a p oducts ac oss a si gle Milesto e XP otect deployme t, whe e i co siste t ONVIF behavio ac oss ve do s compou ds i to o goi g suppo t ove head. As a Night Visio GigE Came a suited to loadi g docks, e t a ces, a d afte -hou s facility mo ito i g, the I ova-662CRE’s validated ONVIF Secu ity Came a Module behavio gives etail IT a d loss p eve tio teams o e less i teg atio va iable to ma age ac oss a la ge came a estate.

Medical Facility a d Patie t Mo ito i g: Hospitals a d cli ical facilities i c easi gly ely o ce t alized VMS platfo ms to ma age came a feeds ac oss patie t mo ito i g, wa d obse vatio , a d buildi g secu ity i a si gle system. The I ova-662CRE’s low-light colo imagi g suppo ts dimmed wa d e vi o me ts without additio al illumi atio ha dwa e, a d its co fi med Milesto e XP otect compatibility fits di ectly i to medical facility mo ito i g i f ast uctu e whe e IT teams al eady sta da dize o a si gle VMS ac oss cli ical a d secu ity came a feeds alike.

OEM VMS I teg atio a d Embedded Deployme t: OEM teams buildi g etwo k video p oducts a ou d a thi d-pa ty VMS eed came a ha dwa e that behaves p edictably o ce it eaches a custome ‘s live e vi o me t. As a OEM ONVIF Came a Module with co fi med Milesto e XP otect i te ope ability, the I ova-662CRE educes the field suppo t bu de fo OEM came a i teg atio s, si ce the ONVIF VMS I teg atio Came a behavio has al eady bee validated athe tha left fo the custome ‘s IT team to discove du i g commissio i g.

SDK a d Softwa e Suppo t

The I ova-662CRE is suppo ted by the Vadzo NXT SDK, which p ovides develope s with p og ammatic access to st eami g pa amete s, egio of i te est co figu atio , exposu e a d gai co t ol, a d secu e fi mwa e updates beyo d what sta da d ONVIF clie ts expose. APIs a e available i C, C++, C#, a d Pytho ac oss Wi dows, Li ux, a d ARM platfo ms, allowi g OEM teams to build custom ma ageme t tools a ou d the I ova-662CRE while still elyi g o sta da d ONVIF a d GigE Visio Came a p otocols fo day-to-day VMS ope atio i side Milesto e XP otect o a y compa able platfo m.

F eque tly Asked Questio s

Q: What is a ONVIF GigE came a a d why does it matte fo VMS i teg atio ?

A: A ONVIF GigE came a is a etwo k came a that t a smits video ove Gigabit Ethe et while exposi g its st eami g, discove y, a d eve t se vices th ough the ONVIF sta da d, allowi g it to wo k with Video Ma ageme t System softwa e f om multiple ve do s i stead of a si gle p op ieta y platfo m. ONVIF complia ce alo e o ly co fi ms that a came a follows the specificatio o pape , ot that it behaves co ectly i side a specific VMS such as Milesto e XP otect, si ce eve y VMS i te p ets ONVIF se vices th ough its ow device pack. The I ova-662CRE f om Vadzo Imagi g closes that gap by validati g its ONVIF behavio di ectly agai st Milesto e XP otect, co fi mi g device discove y, media p ofile egotiatio , a d eve t ha dli g fu ctio co ectly athe tha elyi g o a ge e ic complia ce claim. Fo OEM teams evaluati g a ONVIF Came a fo Milesto e XP otect VMS, this disti ctio dete mi es whethe i teg atio takes a afte oo o a suppo t ticket.

Q: Which ONVIF came a is validated fo Milesto e XP otect VMS?

A: The I ova-662CRE f om Vadzo Imagi g is validated fo di ect i teg atio with Milesto e XP otect VMS. Built o the So y STARVIS 2 IMX662 se so , it delive s 2MP olli g shutte colo imagi g with HDR wide dy amic a ge captu e a d Powe ove Ethe et i a IP- ated e closu e suited to outdoo a d low-light deployme t. The validatio p ocess co fi med device discove y, st eami g, a d eve t ha dli g behavio i side XP otect’s device pack, athe tha elyi g o ONVIF P ofile S a d P ofile T complia ce alo e. Fo OEM teams a d i teg ato s sta da dizi g o Milesto e XP otect ac oss a secu ity, sma t city, o facility mo ito i g deployme t, the Milesto e XP otect Compatible Came a status of the I ova-662CRE educes the i teg atio isk of addi g ew came a ha dwa e to a existi g VMS i stallatio .

Q: What makes the So y IMX662 se so suited to low light su veilla ce?

A: The So y STARVIS 2 IMX662 is a back-illumi ated CMOS se so with a 1/2.8-i ch optical fo mat a d a 2.9 µm x 2.9 µm pixel pitch, positio i g the photodiode laye o the light- eceivi g side of the chip athe tha behi d suppo ti g ci cuit y. This back-illumi ated desig captu es mo e photo s pe pixel tha a f o t-illumi ated se so of compa able size, t a slati g i to lowe image oise a d st o ge ea -i f a ed se sitivity as ambie t light d ops th ough dusk a d i to ighttime co ditio s. Combi ed with HDR p ocessi g, the IMX662 also ha dles high-co t ast sce es such as a lit doo way agai st a da k backg ou d without losi g detail o eithe e d of the exposu e a ge. This se so a chitectu e is the easo Vadzo Imagi g selected the IMX662 fo the I ova-662CRE, a IMX662 ONVIF Came a built specifically fo outdoo a d low-light etwo k su veilla ce applicatio s.

Q: Does Vadzo Imagi g p ovide SDK suppo t fo its ONVIF GigE came a p oducts?

A: Yes. Vadzo Imagi g p ovides the Vadzo NXT SDK fo its ONVIF GigE came a p oducts, i cludi g the I ova-662CRE, givi g develope s p og ammatic access to st eami g pa amete s, egio of i te est co figu atio , exposu e a d gai co t ol, PoE ma ageme t, a d secu e fi mwa e updates beyo d what a sta da d ONVIF clie t exposes. APIs a e available i C, C++, C#, a d Pytho ac oss Wi dows, Li ux, a d ARM platfo ms, so OEM teams ca build custom co figu atio o mo ito i g tools a ou d the came a while still elyi g o sta da d ONVIF se vices fo eve yday VMS ope atio . Full SDK docume tatio ships with eve y IMX662 GigE Came a evaluatio kit.

Q: Ca the I ova-662CRE be customized fo specific OEM p oject equi eme ts?

A: Yes. Vadzo Imagi g suppo ts ha dwa e a d fi mwa e customizatio ac oss its Gigabit Ethe et came a po tfolio, i cludi g le s a d optical filte cha ges, e closu e a d mou ti g modificatio s, fi mwa e behavio tailo ed to a specific VMS o NVR platfo m, a d i te face adjustme ts fo OEM p oductio equi eme ts. Vadzo’s e gi ee i g team wo ks di ectly with OEM custome s a d system i teg ato s to adapt the I ova-662CRE to p oject-specific equi eme ts at a y p oductio volume, athe tha limiti g custome s to a fixed catalog co figu atio .

Availability

The I ova-662CRE ONVIF GigE came a is ow available fo evaluatio a d p oductio o de s. Evaluatio kits i clude the came a p oduct, PoE i jecto , Ethe et cable, a d Vadzo NXT SDK docume tatio , with o mi imum o de qua tity equi eme t. Co tact Vadzo Imagi g at [email p otected] to equest a evaluatio kit o discuss Milesto e XP otect i teg atio a d OEM p oductio equi eme ts.

About Vadzo Imagi g

Vadzo Imagi g is a global p ovide of embedded visio solutio s, delive i g high-pe fo ma ce came a tech ologies a d imagi g platfo ms fo applicatio s i obotics, i dust ial automatio , UAVs, edge AI, a d medical systems. Its came a p oducts a e desig ed fo seamless i teg atio with leadi g embedded platfo ms such as NVIDIA Jetso , Raspbe y Pi, Qualcomm RB se ies, a d NXP i.MX. Vadzo suppo ts custome s th ough ha dwa e customizatio , fi mwa e developme t, a d its Vadzo NXT SDK, e abli g faste developme t a d deployme t of visio -based systems.

Media Co tactAlwi Vi ce tVadzo Imagi gEmail: [email p otected]Li kedI : Vadzo Imagi gYouTube: Vadzo Imagi gX: Vadzo Imagi g

SOURCE: Vadzo Imagi g

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Vadzo Imagi g has Highlights the Me li Plus-521CRS, a 5MP AR0521 USB 2.0 Came a desig ed fo OEMs a d embedded visio i teg ato s equi i g simulta eous live video st eami g a d local eco di g f om a si gle compact...

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Vadzo Imaging Introduces Wave-234CGE: 2MP AR0234 Wi-Fi Camera with Dual-Band Connectivity and ONVIF Compliance for Patient Monitoring

Built fo patie t ooms a d ca e e vi o me ts that eed depe dable wi eless video without a cabli g p oject, this compact came a pai s the O semi AR0234 se so with Dual-Ba d Wi-Fi, a elect omecha ical IR filte ,...

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NX3 Commercial Group Announces Private Charity Cocktail Reception Benefiting Grey Team

FORT LAUDERDALE, FL / ACCESS Newswi e / August 18, 2026 / NX3 Comme cial G oup, a Fo t Laude dale-based comme cial eal estate i vestme t sales fi m specializi g i et lease p ope ties atio wide, will host a exclusive p ivate cocktail eceptio...

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iTrustCapital Now Offers Stocks and ETFs Across All Accounts, Becoming the Most Comprehensive Multi-Asset Investing Platform

Stocks a d ETFs Now Available Ac oss iT ustCapital's Tax-Adva taged IRA* a d P emium Custody Accou t fo Eve yday I vesti g IRVINE, CA / ACCESS Newswi e / August 18, 2026 / iT ustCapital today a ou ced the lau ch of thousa ds of...

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Colgate PerioGard Sets a New Gold Standard: Becomes India’s First Gum Care Regimen to Earn the ISP Seal of Acceptance

MUMBAI, India, Aug. 18, 2026 /PRNewswire/ -- Colgate PerioGard announced that its advanced gum care portfolio - comprising PerioGard Toothpaste, Toothbrush and Mouthwash - has become the first in India to receive the Indian Society of Periodontology (ISP) Seal of Acceptance. This recognition marks a significant milestone in Indian oral...

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TestMu AI Launches Agent Assurance to Verify AI Agents Before They Ship

The new product verifies both the AI agents that talk to customers and the agents that act on systems, generating test scenarios directly from code, grading every action against real evidence, and reporting an assurance gap for everything it could not verifySAN FRANCISCO and NOIDA, India, Aug. 18, 2026 /PRNewswire/...

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Arise Launches Halo, an AI DataOps Capability for Enterprise AI

New capability connects credentialed professionals to expert human feedback and domain expertise supporting AI evaluation, RLHF, AI safety, and human-in-the-loop workflows. MIAMI, Aug. 18, 2026 /PRNewswire/ -- Arise, a technology platform company which connects enterprises to expert ecosystems at scale, today announced the launch of Halo by Arise, an AI DataOps...

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Vadzo Imaging Validates the AR0821 MIPI Camera for NVIDIA Jetson Orin: Bolt-821CRS Delivers 4K HDR, High-Performance ISP, and Flexible ROI

Vadzo Imagi g has completed NVIDIA Jetso O i platfo m validatio fo the Bolt-821CRS, a 8MP 4K HDR MIPI Came a built o the o semi AR0821 image se so . The module delive s 3840 x 2160 at up to 60fps i li ea eadout, embedded HDR eco...

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AI1000 Rankings Reshuffle in Q2, but Retail Challengers Hold the Lead

ReFiBuy's AI shoppi g be chma k, co-developed with Digital Comme ce 360, fi ds 972 of 1,000 etaile s cha ged a k; Nixo , No. 722 by o li e sales, took No. 1; a d ChatGPT was the leadi g AI efe al sou ce fo fewe...

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