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South Korean Startup DoctorPresso Launches Groundbreaking App That Detects Depression Through Voice

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A New Era of Mental Health: Meet REDI, the App That Listens for Depression

SEOUL, South Korea, Sept. 12, 2024 /PRNewswire/ — In a world where mental health challenges are on the rise, South Korean startup DoctorPresso is taking an innovative step forward. The company has introduced REDI, a voice-based diary app that can detect early signs of depression by analyzing users’ speech patterns. It’s a bold new approach to mental health care—one that promises to change how we monitor and manage emotional well-being.

Depression, which affects over 258 million people globally, is not just an emotional struggle; it’s a leading cause of disability and lost productivity. Traditional screening methods, such as questionnaires, often fall short in accurately assessing the depth of a person’s mental state. Recognizing this gap, DoctorPresso has harnessed the power of artificial intelligence to develop an app that listens to what you say—and how you say it—offering deeper insights into your mental health.

“While someone might not realize they’re depressed, their voice often carries subtle clues,” explains Dr. Shin, the CMO of Doctorpresso.

“With REDI, we can capture those clues and provide real-time analysis that helps users understand their emotional state in ways traditional tools can’t.”

How REDI Analyzes Your Voice While Keeping Your Data Safe

REDI analyzes four key voice characteristics: average pitch, pitch variability, spectral centroid, and spectral roll-off. According to the research these elements change as depression worsens—lower pitch, greater variability, and shifts in the voice’s frequency range are all indicators. REDI’s AI uses these factors to classify users into three depression stages: non-depressed (ND), mild depression (mDE), and major depressive episode (MDE).

What sets REDI apart is not just its innovative technology but also its emphasis on privacy. Unlike many AI-powered tools that send data to the cloud, REDI employs a Small Language Model (SLM), which processes all voice data directly on the user’s device. This ensures that sensitive information remains private, giving users peace of mind while using the app to manage their mental health.

A Game-Changer for Mental Health

The potential of REDI is groundbreaking. By providing real-time, voice-based depression screening, it could help millions of people recognize the early warning signs of mental health struggles and seek help before conditions worsen. This proactive approach could be especially beneficial in a world where access to mental health professionals is limited, and stigma often prevents people from seeking care.

The strength of REDI is that it takes something we all do—speak—and turns it into a tool for mental health,” says Dr. HwanBo Jung, the CEO of Doctorpresso.

“It’s like having a mental health checkup in your pocket.”

The app also offers a habit-tracking calendar that monitors lifestyle factors like sleep, alcohol consumption, and physical activity. These patterns are closely tied to emotional health, and REDI’s ability to connect the dots between lifestyle and mental well-being makes it an all-in-one tool for users looking to gain a better understanding of themselves.

Next Steps: A New Era for Digital Mental Health

REDI is more than just a tool for personal use—it’s a step toward the future of digital mental health. The app’s success has already been recognized by the Journal of Clinical Medicine (JCM). Shin, D., Cho, W. I., Park, C. H. K., Rhee, S. J., Kim, M. J., Lee, H., … & Ahn, Y. M. (2021). Detection of minor and major depression through voice as a biomarker using machine learning. Journal of clinical medicine, 10(14), 3046. where DoctorPresso’s study was recently published. The study validated REDI’s ability to detect depression with over 90% accuracy, showcasing the app’s potential as a reliable, AI-driven solution.

As REDI prepares for its global rollout, DoctorPresso is optimistic about the app’s impact. “Mental health care is evolving,” says the CEO.

“With REDI, we’re giving people the power to take control of their mental well-being in a way that’s easy, private, and effective.”

In an age where mental health awareness is more critical than ever, REDI could be the tool that helps millions rediscover their emotions—just by speaking up.

Press Inquiries:
www.doctorpresso.com
Phone: +82-10-3922-7575
Email: work@drpresso.com

 

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Driving Certainty Through Uncertainty: eclicktech’s Engineering Approach to Agentic AI

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XI’AN, China, May 9, 2026 /PRNewswire/ — As generative AI moves from experimentation to enterprise deployment, the industry focus is shifting from model capability to operational reliability. The challenge is no longer simply building smarter AI, but ensuring AI systems can operate safely and consistently inside complex production environments.

eclicktech recently shared its internal engineering practices around Agentic AI, highlighting how the company is applying context engineering, multi-cloud infrastructure, and layered security frameworks to support enterprise-scale AI deployment.

To support global operations across more than 230 countries and regions, eclicktech built its Cycor platform around a multi-cloud architecture integrating AWS, Google Cloud, Alibaba Cloud, Tencent Cloud, Huawei Cloud, and other providers. According to the company, this approach improves infrastructure flexibility, reduces vendor lock-in risk, and enables more efficient orchestration of large-scale Kubernetes clusters and AI workloads.

eclicktech stated that one of the key lessons from early Agent development was that prompt engineering alone was insufficient for enterprise deployment. The company therefore shifted toward context engineering — an approach focused on delivering the right information, at the right time, while optimizing limited token resources.

Its engineering framework includes six layers of context management covering active sessions, short-term memory, long-term semantic storage, knowledge graphs, operational experience, and reusable organizational skills. The system also supports proactive context injection, allowing relevant operational history and risk information to be surfaced automatically before sensitive actions are executed.

To improve inference efficiency, eclicktech introduced layered token governance and progressive tool-loading mechanisms, dynamically loading tools and information only when required. The company said this approach helped improve tool selection accuracy and reduce unnecessary token consumption during complex operational workflows.

Security remains a core requirement throughout the architecture. eclicktech’s governance framework includes namespace isolation, dry-run verification, human approval workflows, rule-based validation, and rollback mechanisms designed to reduce operational risks associated with AI-driven automation.

According to eclicktech, the next stage of enterprise AI competition will depend not only on model capability, but also on engineering reliability, infrastructure orchestration, context management, and organizational knowledge systems.

Note: Certain technical information referenced in this article is derived from eclicktech’s internal engineering practices and is provided for industry reference purposes only.

View original content:https://www.prnewswire.com/apac/news-releases/driving-certainty-through-uncertainty-eclicktechs-engineering-approach-to-agentic-ai-302767441.html

SOURCE eclicktech

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How a Unified Monetization Solution Is Driving eCPM and Revenue Growth for Casual Games Worldwide

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SINGAPORE, May 8, 2026 /PRNewswire/ — Casual, hyper-casual, and hybrid-casual games have become dominant categories in the global mobile market, making in-app advertising (IAA) a key driver of monetization success. However, many developers continue to face major challenges, including unstable fill rates, fluctuating eCPMs, difficulties balancing multiple regional markets, and the ongoing tradeoff between user experience and revenue growth.

To address these issues, zMaticoo has compiled a series of monetization case studies from leading game publishers and studios across China, Vietnam, Europe, and North America. These teams span hyper-casual, puzzle, board, card, and light-casual game categories, with DAUs ranging from millions to tens of millions. By adopting the same monetization framework, they achieved simultaneous growth in fill rate, eCPM, and ad revenue while maintaining stable user experience.

A common challenge among these teams was the shrinking monetization margin across global markets, creating an urgent need for sustainable revenue growth. At the same time, developers were cautious about over-monetization negatively impacting retention and player engagement.

To solve these challenges, zMaticoo introduced an AI-driven monetization system with full-funnel optimization capabilities. The platform connects developers directly to premium global advertiser budgets across both performance and brand advertising. AI models identify high-value traffic in real time based on region, audience, and usage scenarios, prioritizing high-eCPM demand sources. Separate bidding strategies are applied for mature and emerging markets to avoid revenue loss caused by one-size-fits-all pricing models.

The platform also provides refined ad format optimization:

Banner Ads: optimized display share and loading timing to improve SOV and stabilize eCPM;Interstitial Ads: precisely triggered during high-value moments such as level completion or pause screens, with especially strong premiums in emerging markets;Rewarded Video: deeply integrated into gameplay loops, delivering high user acceptance and conversion performance.

On the technical side, zMaticoo optimized SDK infrastructure to improve fill stability under weak network conditions. Ad loading time was reduced from five seconds to under two seconds through a rebuilt loading architecture. Progressive asset loading further minimized timeout-related drop-offs. AI-powered ad templates dynamically generated personalized creatives, improving both CTR and conversion performance.

The zMaticoo team also provides one-stop operational and analytics support. Developers can monitor fill rate, impressions, eCPM, and revenue through a unified dashboard, while dedicated optimization specialists provide 7×12 support for A/B testing, strategy iteration, and scaling guidance. The platform is deeply integrated with major mediation solutions, enabling one-time integration and multi-scenario deployment while reducing development and maintenance costs.

According to zMaticoo platform data:

In mature markets including the United States, Germany, Japan, and South Korea, banner eCPMs increased by 5%–10%, while interstitial premiums improved by over 5%;In emerging markets such as Brazil, Mexico, and Southeast Asia, interstitial eCPMs increased by more than 10%.

The monetization framework has demonstrated effectiveness across hyper-casual, puzzle, board/card, and utility app categories, supporting both rapid scale-up and long-term monetization stability.

Partner feedback includes:

“We are highly satisfied with the revenue uplift after integration. Our core products’ banner performance now ranks among the top tier.””Revenue recovered significantly after A/B testing, and we are expanding testing across more products.””One solution now supports multiple global markets without requiring separate monetization strategies for each region.””Interstitial monetization performance has been especially strong, with SOV reaching 10%–20% for several partners.”

zMaticoo believes successful monetization today is not about stacking more ad platforms, but about leveraging AI, technology, and refined operations to unlock long-term traffic value. Whether for hyper-casual publishers, puzzle game studios, or global mobile app companies, this AI-powered monetization framework is designed to deliver sustainable revenue growth while preserving user experience.

View original content:https://www.prnewswire.com/news-releases/how-a-unified-monetization-solution-is-driving-ecpm-and-revenue-growth-for-casual-games-worldwide-302767432.html

SOURCE zMaticoo

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Fox ESS Celebrates Strong Momentum with Integrated Solar Storage & Charging Solutions at Smart Energy 2026

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SYDNEY, May 9, 2026 /PRNewswire/ — Fox ESS, a global leader in renewable energy solutions, attended Smart Energy 2026 during 6-7 May as a platinum sponsor. At the event, Fox ESS showcased its next-generation approach to solar storage and EV charging solution, delivering a seamless, future-ready energy experience for homeowners and installers across Australia.

Integrated Solutions Tailored for Aussie Homes

At Smart Energy 2026, Fox ESS highlighted its storage-to-charging solution, designed to make everyday energy use more convenient for local residents. With performance-led products and proven market traction, Fox ESS is set to play its part in building a more resilient energy future for Australia.

Battery Systems

Fox ESS continues to build momentum in the battery market. Sunwiz, an Australian solar consultancy, recently reported that Fox ESS ranked No.1 in March for installation capacity. And the company also revealed it has installed more than 25,000 systems in April. During the exhibition, Sunwiz presented Fox ESS with an award, recognising the company as Top Solar Company for Fastest Growing Battery.

CQ7 V6+ High Voltage Battery (42kWh and above)
Building on Fox ESS’ proven strengths, compact design and high capacity, CQ7 V6+ is well suited to medium-sized households and ensure the free use of electricity and maximize the self-consumption.EQ4800 High Voltage Battery (28kWh)
A reliable choice for smaller households, designed for efficient day-to-day energy storage.

Alongside its battery range, Fox ESS showcased all-in-one systems, including Stackable AIO and EVO, designed to simplify installation while maintaining a high standard of design and presentation.

Inverters

Fox ESS offers a range of inverters to suit local requirements, supported by up to 200% PV oversizing and a 10-year product warranty.

Single-phase: H1‑G2 (3–6kW); KH series (7–10.5kW)Three-phase: H3 Smart (5–15kW); H3 Pro (15–29.9kW); H3 Plus (50–125kW)

EV Chargers

With EV adoption accelerating, Fox ESS also offers EV charging solutions with solar linkage, designed to work across its inverter portfolio. The chargers provide robust, smart energy management, including dynamic load balancing to help protect home circuits.

A Series (7.3kW / 11kW / 22kW): IP65 and IK08 protection, OCPP-compliant.L Series (7.3kW / 11kW): straightforward installation with multiple colour options.

Big Battery Still Takes Centre Stage

As the Cheaper Home Battery Program moves into a new phase under an updated rebate policy, interest in larger battery systems continues to grow, particularly as more households consider EV upgrades amid rising fuel costs. More EVs typically mean households need greater energy availability, making higher-capacity storage an increasingly attractive option.

Looking ahead, from 1 July 2026, the Australian Government’s Solar Sharer Offer (SSO) will provide eligible households with three hours of free daily electricity to align with peak solar generation. Households with larger batteries will be well placed to make the most of this opportunity.

Fox ESS is also working with local VPP partners, including Amber Electric and Origin Loop VPP, helping homeowners unlock maximum value while supporting greater grid stability.

Maimai Comes Alive at the Exhibition

Visitors to the Fox ESS stand experienced a full programme of brand activations across the event. Following the online announcement, Sydney served as Maimai’s first physical stop, bringing the community together for face-to-face engagement. Attendees queued to take photos with the brand’s friendly and recognisable mascot.

Long-Term Commitment to Australia

Fox ESS has opened two local offices in Melbourne and Sydney, with more than 30 dedicated specialists supporting local customer needs. The company is also looking to play a wider role in Australia’s energy transition.

Notably, Ian Thorpe made his first in-person appearance at Fox Night, where he presented partners with awards. At the event party, Fox ESS also hosted a battery installation challenge, featuring eight rounds of competition, with the final winners receiving a range of prizes.

“We’re delighted to see such a strong result following the rollout of local policy. With nearly 400,000 Australian households now installing batteries, Fox ESS has played a key role, but this is only the beginning. We’re committed to keeping momentum and helping make a smarter, more reliable energy future a reality for more homes.” said Brooks Richard Geng, APAC & Middle East Managing Director, Fox ESS.

View original content to download multimedia:https://www.prnewswire.com/apac/news-releases/fox-ess-celebrates-strong-momentum-with-integrated-solar-storage–charging-solutions-at-smart-energy-2026-302767429.html

SOURCE Fox ESS

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