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LightMetrics Introduces ΦFP™: The AI Layer That Ensures Every Fleet Safety Alert Actually Matters

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A new cloud AI layer filters every driver safety alert before it reaches a fleet manager, eliminating the false alarms that have eroded trust in driver monitoring technology for years

SAN FRANCISCO, April 21, 2026 /PRNewswire/ — LightMetrics, a global leader in AI-powered video telematics and driver safety technology, today announced ΦFP™, a cloud-based artificial intelligence (AI) layer that filters every driver safety alert before it reaches a fleet manager, ensuring that only genuine safety events make it through to the coaching queue.

Fleets across the industry have invested heavily in driver monitoring cameras, but the volume of inaccurate alerts these systems typically generate has eroded trust on both sides. Drivers feel unfairly flagged for events that were not genuinely risky, and fleet managers spend hours reviewing alerts that turn out to be false alarms. Over time, both groups stop taking the system seriously. ΦFP is built to change that – giving fleet managers and safety teams a tool they can trust, rather than one they’ve learned to second-guess.

How ΦFP Works

Traditional dash cameras process video footage directly on the device, analyzing short clips to detect risky driving behavior. Edge devices, however, operate under real constraints: limited on-board computing power and the economics of device cost mean that the largest, most accurate neural networks cannot always run on in-vehicle hardware. This is a fundamental trade-off in the industry and not a flaw in design, but a reality of deploying safety technology at scale. ΦFP is built to resolve that trade-off, adding a second layer of intelligence in the cloud where a more powerful AI model re-examines every event flagged by the camera before it reaches anyone’s queue. This cloud layer has access to far greater processing power than any in-vehicle device, allowing it to run more sophisticated analysis and apply a higher standard of accuracy.

The impact is measurable. Drowsiness and fatigue detection is among the most challenging behaviors to identify accurately, given the wide range of ways it can manifest. LightMetrics’ edge AI already achieves 94% precision on these events, which means that for every 1,000 genuine drowsy driving incidents, roughly 60 alerts are false positives. In early customer deployments, ΦFP reduces that number to just 9, lifting precision from 94% to 99.1%. For a fleet manager, that is the difference between a coaching queue they can trust and one they have learned to ignore.

The result is a curated coaching queue that contains only the events that genuinely warrant attention.

“Every false positive has a cost, such as driver attention, eroded trust, and wasted time. Manual reviews are time-consuming, expensive, and inconsistent. ΦFP is built on the advances in generative AI and vision language models. We are giving fleet operators something they have never had before: complete confidence that when an alert surfaces, it is real, it is serious, and it demands action.”
– Krishna Govindarao, Co-Founder & Head of Product and Marketing, LightMetrics

What This Means for Fleets

For fleet managers and safety teams managing large numbers of drivers, the ability to focus on genuine risks rather than sifting through hundreds of questionable alerts is a meaningful shift in how driver safety technology can be used. LightMetrics sees ΦFP as part of a broader vision to make AI-powered fleet safety not just more accurate, but more actionable, which helps fleets build stronger coaching programs, improve driver relationships, and make better use of the technology they have already invested in.

With deployments spanning North America, Europe, Latin America, the Middle East, Asia, and Australia, LightMetrics is positioned to bring ΦFP to fleets and telematics providers worldwide. To learn more about LightMetrics and its AI-powered video telematics platform, visit www.lightmetrics.co.

About LightMetrics

LightMetrics is a global leader in AI-powered video telematics, on a mission to make roads safer for drivers and fleets everywhere. Its RideView platform delivers enterprise-grade driver monitoring, real-time coaching, and fleet safety intelligence to telematics service providers, OEMs, and fleet operators across North America, Latin America, Europe, the Middle East, Asia, and Australia. LightMetrics goes to market exclusively through a global network of white label channel partners, enabling telematics providers to deliver advanced video safety under their own brand. Learn more at www.lightmetrics.co and follow us on LinkedIn.

Media Contact
geetika.jain@lightmetrics.co
Director of Marketing
LightMetrics Technologies Pvt Ltd

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HVAC Expert Darrin Monks Explains How Dry Air Impacts Indoor Air Quality and Health in Colorado Homes in HelloNation

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The article outlines how humidity control and proper HVAC planning support comfort, efficiency, and healthier indoor environments.

STRASBURG, Colo., Sept. 12, 2026 /PRNewswire/ — How does dry Colorado air affect indoor air quality and overall health inside the home? HelloNation has published the answer in an article featuring insights from HVAC Expert Darrin Monks of U.S. Mechanical Company in Strasburg, Colorado.

The HelloNation article explains that indoor air quality is a critical but often overlooked part of home comfort. In Strasburg, Colorado, dry air is common, especially during the winter months. The article notes that low humidity levels can irritate the eyes, nose, and throat and may worsen asthma or allergy symptoms.

According to the article, dry air also affects more than personal comfort. It can increase static electricity and cause damage to wood floors, furniture, and musical instruments. Addressing indoor air quality in Strasburg, CO, helps protect both health and household materials throughout the year.

The article describes how the region’s high elevation, cold winters, and naturally low humidity create ongoing challenges. When heating systems run during colder months, they can further reduce indoor moisture levels. This combination often leaves homes feeling colder and less comfortable, even when thermostats are set at normal temperatures.

Managing humidity properly can improve both comfort and HVAC performance. The article explains that many homeowners begin with portable units, but these often provide uneven coverage. A whole-home humidifier offers a more consistent solution by distributing moisture evenly through the HVAC system.

Dry air can also affect equipment efficiency. The article notes that when humidity levels are too low, heating systems may work harder to maintain comfort. This added strain can increase energy use and lead to more frequent HVAC repairs. Integrating a whole-home humidifier with an energy-efficient HVAC setup can reduce wear and support more stable indoor temperatures.

The HelloNation article also highlights the benefits of pairing humidity control with smart thermostat installation in Strasburg. This combination allows homeowners to monitor and adjust both temperature and moisture levels more precisely. Improved control can enhance comfort while supporting lower monthly utility costs.

Beyond dryness, the article addresses airborne particles such as dust and pollen that can accumulate when homes remain closed during winter. Regular HVAC maintenance, including filter replacement and duct cleaning, plays an important role in protecting indoor air quality. A properly maintained HVAC system combined with humidifier installation can promote cleaner air and healthier breathing conditions.

The article emphasizes that children, seniors, and individuals with respiratory concerns may be especially sensitive to poor indoor air quality. Common symptoms of dry air include itchy eyes, sore throats, dry skin, and persistent coughing. Balanced humidity levels can ease these symptoms and create a more supportive indoor environment.

Professional planning is another key theme. The article explains that humidifier installation should be coordinated with properly sized equipment to ensure even air distribution. HVAC installation in Strasburg, CO, performed by experienced contractors helps ensure that all components work together efficiently and reduces the likelihood of future HVAC repair.

Cost considerations are also addressed. While installing a whole-home humidifier or upgrading to an energy-efficient HVAC system requires upfront investment, the article notes that long-term benefits often include fewer repairs, improved comfort, and lower energy bills. Careful equipment selection and qualified installation support lasting results.

The article concludes that improving indoor air quality through humidity control, routine maintenance, and thoughtful HVAC system design directly supports health and comfort. In Colorado’s dry climate, proactive solutions help homeowners maintain balanced air, protect their homes, and promote well-being year-round.

Understanding Indoor Air Quality: Why Dry Colorado Air Impacts Your Health features insights from Darrin Monks, HVAC Expert of Strasburg, Colorado, in HelloNation.

About HelloNation
HelloNation is America’s Good News Network, a premier media platform built on the idea that good news travels faster when real people tell real stories. Through its community-focused publications and innovative “edvertising” approach, HelloNation delivers content that informs, inspires, and spotlights the leaders making a meaningful impact in their communities.

www.hellonation.com

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Pizza Experts Kelly and Brian Glynn Explain How Pizza Brings People Together in HelloNation

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The article explores how pizza creates connection through family traditions, celebrations, casual gatherings, and shared experiences.

COLUMBIA, S.C., Sept. 12, 2026 /PRNewswire/ — Why is pizza a shared experience? According to a HelloNation article featuring Pizza Experts Kelly and Brian Glynn of Village Idiot Pizza in Columbia, SC, pizza has a rare ability to connect people across different moments in life. The feature explores how it fits into both casual and special occasions, making it a food that brings comfort, familiarity, and a sense of togetherness to almost any setting.

The HelloNation article begins by noting that pizza can belong anywhere. It is part of college study sessions, family dinners, celebrations, and quiet nights at home. Pizza has become a thread that links people of all ages and backgrounds. It is casual enough for a late-night snack yet special enough for a family gathering. The Glynns explain that this balance of comfort and simplicity is what makes pizza the ultimate shared food.

Kelly and Brian Glynn describe pizza’s appeal as both flexible and timeless. It can be served on paper plates or fine dishes, enjoyed with friends or alone after a long day. Students order it while studying, parents serve it to children on busy nights, and coworkers share it during lunch breaks. Pizza meets people where they are, offering comfort without any formality and connection without planning.

The HelloNation feature explains that pizza’s design encourages sharing. One large pie naturally becomes the centerpiece of a table. People gather, talk, and take slices while conversation fills the space. The Glynns say that this simple act of sharing food brings people together without effort. Even among strangers, the sight and smell of a pizza can create an instant sense of welcome.

Pizza often marks the best moments in everyday life. After a game, a concert, or a long day at work, a warm pizza can feel like a reward. Its familiarity gives people a chance to slow down and connect. The Glynns note that pizza has the power to turn ordinary nights into lasting memories because it combines nourishment with emotion. It brings comfort, celebration, and belonging in a way few other foods can.

At home, pizza becomes part of family tradition. Children look forward to pizza night, and parents appreciate how simple it is to serve. Everyone gets their favorite topping, and no one feels left out. For many families, pizza night becomes a weekly ritual that signals relaxation and togetherness. Whether made from scratch or ordered from a favorite shop, the focus stays on connection and shared time.

Restaurants also build community around pizza. Local pizzerias host first dates, team celebrations, and family milestones. The sound of conversation and the smell of baking dough create a sense of familiarity that keeps people coming back. Beyond taste, pizza carries emotional meaning. The smell of melted cheese or the sound of a box opening often brings back memories of past gatherings. Kelly and Brian Glynn explain that this emotional link keeps pizza timeless. It is more than food; it is a reminder of connection and comfort. Even in a fast-paced world, pizza remains something people can count on to feel grounded and at home.

The HelloNation article also highlights how pizza’s variety keeps it popular. Classic toppings like pepperoni and cheese remain favorites, but regional and creative styles continue to evolve. From deep dish to thin crust, pizza reflects the diversity of the communities it serves. It adapts to new tastes while maintaining its familiar character. This flexibility helps it stay relevant and universally loved.

Pizza also brings equality to the table. It belongs at every kind of event, from casual hangouts to formal gatherings. It can be enjoyed anywhere and by anyone. Kelly and Brian Glynn believe that this inclusivity is why pizza remains such a powerful social food. It does not require a special occasion, but it has the ability to make any moment feel special.

The HelloNation feature explains that pizza’s universal appeal helps it bridge differences and create connections. People from different backgrounds share the same table and the same meal. The Glynns say that every time someone reaches for a slice, they take part in something familiar that feels both personal and communal.

In towns and cities everywhere, pizza continues to bring people together. It does not require planning or formality. It simply arrives, ready to share, ready to create a moment that feels like home.

From Late-Night Slices to Family Dinners: What Makes Pizza the Ultimate Shared Experience features insights from Kelly and Brian Glynn, Pizza Experts of Columbia, SC, in HelloNation.

About HelloNation

HelloNation is America’s Good News Network, a premier media platform built on the idea that good news travels faster when real people tell real stories. Through its community-focused publications and innovative “edvertising” approach, HelloNation delivers content that informs, inspires, and spotlights the leaders making a meaningful impact in their communities.

View original content to download multimedia:https://www.prnewswire.com/news-releases/pizza-experts-kelly-and-brian-glynn-explain-how-pizza-brings-people-together-in-hellonation-302876537.html

SOURCE HelloNation

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OneOdio Concludes a Successful IFA 2026 Showcase in Berlin

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BERLIN, Sept. 12, 2026 /PRNewswire/ — OneOdio concluded its showcase at IFA 2026, held from September 4–8 in Berlin. At Hall 8.2, Booth 217, the professional audio brand welcomed visitors, DJs, creators, and industry professionals for hands-on product experiences, live DJ performances, and interactive activities.

This year’s showcase highlighted OneOdio’s focus on professional audio and versatile listening experiences, with Studio Max 2 and A70 Gen 2 taking center stage.

Professional Audio Takes Center Stage

Designed for DJs, creators, and audio professionals, Studio Max 2 showcased OneOdio’s latest approach to professional wireless audio. Powered by third-generation Rapid Wireless+ technology, it delivers 9ms ultra-low latency and up to 120 hours of battery life, combining the precision needed for professional performance and music production with greater wireless freedom.

Alongside it, A70 Gen 2 introduced the latest evolution of OneOdio’s million-unit-selling A70 platform. Combining wired and wireless flexibility with LDAC, Hi-Res Audio, and up to 72 hours of wireless playback, it delivers high-quality sound while moving easily between DJ practice, home studio sessions, gaming, commuting, and everyday listening.

Together, the two products reflected OneOdio’s continued focus on professional performance, high-quality sound, and flexible listening across different scenarios.

Music, Energy, and Connection

Beyond product demonstrations, live DJ performances brought energy to the OneOdio booth throughout the five-day event, allowing visitors to experience its headphones in a real-world performance environment.

The daily Spin to Win activity added an interactive element, giving visitors the opportunity to receive OneOdio headphones, exclusive merchandise, and other prizes.

Throughout IFA 2026, OneOdio connected with DJs, creators, music enthusiasts, and industry professionals from different markets. Hands-on listening sessions and conversations offered valuable insights into how users increasingly move between professional creation, entertainment, and everyday listening.

The Evolution of Professional Audio

The audio market is increasingly shaped by the convergence of professional performance and everyday versatility. DJs and creators still demand accurate sound, reliable connectivity, and low latency, while modern listening habits increasingly require wireless freedom, longer battery life, and seamless transitions between work, entertainment, and mobility.

This shift is expanding the role of professional headphones beyond traditional studios and DJ booths. Products such as Studio Max 2 and A70 Gen 2 reflect this evolution by combining professional audio capabilities with the flexibility required by today’s increasingly diverse listening environments.

Continuing the Journey in Sound

The connections and feedback gathered at IFA 2026 will continue to inform OneOdio’s product development as the brand explores new ways to serve professionals, creators, and everyday listeners worldwide.

About OneOdio

OneOdio is a professional audio brand dedicated to delivering high-performance sound for music lovers, DJs, creators, and audio professionals worldwide. Driven by the belief in “The Power of Music,” OneOdio creates audio experiences that inspire passion and creativity—from studios and live performances to everyday listening.

Follow OneOdio on social media:
LinkedIn: https://www.linkedin.com/company/oneodio-headphones
Facebook: https://www.facebook.com/oneodio
Instagram: https://www.instagram.com/oneodioshop/

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