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UpCodes’ AI Reviews 1,300+ Plan Sets, Identifying More Than 180,000 Potential Issues

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Dallas-Fort Worth Airport, BDG Architects and Hereford Dooley Architects are among the companies newly adopting AI-native Plan Review, which has surfaced more than $1 million in average construction-phase exposure per project.

AUSTIN, Texas, Oct. 13, 2026 /PRNewswire/ — AI has moved beyond helping professionals create work. Increasingly, it is being used to review complex projects, helping teams catch issues earlier, improve accuracy, and streamline traditionally time-intensive workflows across industries.

In architecture, engineering, and construction, the goal is to move from design to build smoothly. Construction documents and plan sets sit at the center of that process, carrying critical information across disciplines, teams, and stages of a project. But analyzing them requires more than reading text. It requires understanding geometry, dimensions, annotations, and spatial relationships together, something AI has historically struggled to do reliably.

Advances in multimodal AI are changing that. UpCodes’ Plan Review combines state of- the-art AI models with its building code and construction content libraries to interpret both the visual and technical information within drawings. This allows AI to identify potential issues earlier in the design process, before they become more costly problems during review or construction.

Today, UpCodes announced that since launching in June, its AI Plan Review technology has reviewed more than 1,300 construction plan sets, identified more than 180,000 potential issues, and surfaced more than $1 million in estimated potential construction error costs on average per project*.

*Based on average issue counts from UpCodes Plan Review run plan sets and estimated costs to resolve comparable issues during design, permitting, and construction phases.

“The first chapter of AI at work was about helping people create faster. The next is about helping professionals review complex work that previously required multiple steps and intensive human review and shortening compliance workflows,” said Scott Reynolds, CEO and co-founder of UpCodes. “Construction drawings contain thousands of interconnected decisions. AI gives teams another set of eyes to surface potential issues earlier, when they’re easier and less expensive to address.”

What the First 1,300 Plan Sets Have Told Us

The first 1,300+ plan set reviews offer an early look at the scale and types of potential issues that can exist within construction drawing sets.

Across the plan sets reviewed, UpCodes Plan Review* has found:

Plans reviewed spanned 73 jurisdictions and 14 code editions, from single-family homes to commercial and medical facilities.Plans averaged 21 critical issues each, with missing exit signage the single most common critical finding.Roughly one in ten critical issues were cross-discipline coordination conflicts, the kind of clashes between architectural, structural, and MEP drawings that typically surface late and drive costly rework.Nearly half (46%) of all critical issues involved life-safety systems: means of egress, fire protection, and fire-resistance-rated construction.

*Plan Review is a first-pass analysis. It does not replace review by a licensed design professional or approval by the authority having jurisdiction.

These results reinforce that timing matters in construction. The earlier an issue is caught, the easier and less expensive it is to fix. A means of egress issue identified on a drawing may require a simple design change. The same issue discovered during construction could mean relocating a door, changing a corridor, or reworking already-built conditions, adding cost and delays.

UpCodes is already seeing this shift play out through its QA/QC platform and the first firms adopting AI review into their workflows. As AI-assisted review becomes a larger part of the AEC industry, the cost of maintaining traditional workflows may extend beyond time. Missed opportunities to catch issues early can translate into expensive rework, change orders, and delays, putting project budgets and firm profitability at risk.

About UpCodes

UpCodes is transforming how building professionals engage with code, creating a faster, smarter path from regulation to build. The AI-native platform connects the dots across the design and construction lifecycle, enabling confident, well-informed decisions at every step.

Grounded in trust, built for clarity, and driven by innovation, UpCodes reshapes how architects, engineers, and builders navigate complex requirements. By bringing fragmented regulations, collaboration tools, and automated code compliance checks into one intelligent system, UpCodes turns building codes from a barrier into a catalyst for better, more code-aligned projects. With a mission to bring clarity and intelligence to the built environment, UpCodes is redefining the future of design and construction.

For more information, visit up.codes.

Media Contact

Christie Horsman
marketing.pr@up.codes 

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SOURCE UpCodes, Inc.

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LG Electronics Accelerates GCC Growth Trajectory with Strategic Partnership in Kuwait

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Global tech leader reinforces regional commitment, introducing full consumer, commercial, and HVAC portfolios alongside new immersive experience and service hubs.

News Summary

LG Electronics collaborates with Al Mulla Group to strengthen its market presence and distribution capabilities in Kuwait.The agreement enhances access to LG’s complete ecosystem of Consumer Electronics, enterprise Business Solutions, and Commercial HVAC systems.An integrated facility featuring an immersive LG Experience Center and global-standard service center is scheduled to open in 2027.The agreement was signed in Kuwait alongside LG MEA leadership and Al Mulla Group executives.

KUWAIT CITY, Oct. 14, 2026 /PRNewswire/ — LG Electronics (LG) today announced a strategic distribution agreement with Al Mulla Group to strengthen its market presence and enhance product availability across Kuwait, reinforcing the brand’s long-standing commitment to local consumers and the wider GCC region.

The initiative aligns with LG’s commitment to driving regional growth across the GCC by bringing its complete, end-to-end technology ecosystem – spanning cutting-edge consumer electronics, business solutions, and commercial air conditioning – closer to regional consumers and commercial clients.

Under the strategic agreement, subsidiary Al Mulla Electronics will serve as an authorised distributor in Kuwait for LG, leveraging robust local infrastructure and market reach to deliver LG’s full product lineup. This includes premium OLED and QNED displays, AI-enabled home appliances, laptops and monitors, state-of-the-art digital signage and commercial display solutions, as well as high-efficiency commercial HVAC technologies including VRF systems, chillers, and building management solutions.

The agreement was signed during a ceremony at Al Mulla Group’s headquarters in Kuwait. The event was attended by Mr. Phil Won Jung, Regional CEO of LG Electronics Middle East & Africa, alongside Mr. Talal A. Al Mulla, Board Member and CEO of Al Mulla Group, as well as Mr. Elie Zoghb, Managing Director of Trading & Manufacturing and Rental & Leasing at Al Mulla Group.

Highlighting LG’s long-term vision for the region, Mr. Young Hak Jeong, Managing Director, LG Electronics Gulf, stated: “The GCC region represents a key growth driver in LG’s global strategy. As demand continues to surge across the Middle East for intelligent, energy-efficient, and connected living environments, our strategic expansion in Kuwait reinforces our commitment to bringing meaningful innovations to the region. Partnering with a respected market leader like Al Mulla Group provides the strong operational foundation needed to deliver the full breadth of LG’s technological expertise – supported by world-class local service standards and immersive retail experiences.”

To further enhance the brand experience for consumers and business partners, the partnership includes the development of an integrated, state-of-the-art facility scheduled to launch in 2027. The project will feature a flagship LG Experience Center, designed to offer an immersive, interactive environment showcasing LG technologies within realistic residential and commercial settings. The hub will also house a dedicated after-sales service center built to LG’s global standards, ensuring an elevated customer experience across the product lifecycle.

With this milestone, LG continues to consolidate its leadership position across key Middle Eastern markets, accelerating digital transformation and enriching customer experiences through tailored consumer and enterprise solutions.

About LG Electronics, Inc. 

LG Electronics is a global innovator in technology and consumer electronics with a presence in almost every country and an international workforce of more than 75,000. LG’s four Companies – Home Appliance Solution, Media Entertainment Solution, Vehicle Solution and Eco Solution – combined for global revenue of over KRW 89 trillion in 2025. LG is a leading manufacturer of consumer and commercial products ranging from TVs, home appliances, air solutions, monitors, automotive components and solutions, and its premium LG SIGNATURE and intelligent LG ThinQ brands are familiar names world over. Visit www.LG.com/global/newsroom/ for the latest news. 

 

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PEGATRON Brings AI Infrastructure from Design to Deployment at OCP Global Summit 2026

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SAN JOSE, Calif., Oct. 14, 2026 /PRNewswire/ — PEGATRON, a globally recognized provider of comprehensive AI infrastructure and server solutions, will showcase its capabilities in developing and manufacturing next-generation AI infrastructure at OCP Global Summit 2026. Under the theme “Scaling Innovation for the AI Era,” Pegatron will demonstrate how advanced AI platforms can be transformed into production-ready systems, racks, and clusters for rapid deployment in data centers.

As AI infrastructure scales from individual servers to large-scale clusters, successful deployment requires more than compute performance. It requires system-level engineering, liquid cooling, power architecture, open standards, manufacturing readiness, and rigorous validation. Pegatron brings these capabilities together through OCP-aligned architectures, including ORv3 busbar, DC-MHS, and OCP 3.0 network adapters, enabling modular and scalable infrastructure for modern data centers. Its OCP-compliant platforms span AI rack solutions, accelerated computing, compute, and storage infrastructure.

At the center of the showcase is the NVIDIA Vera Rubin NVL72, Pegatron’s RA4803-72N3, a rack-scale AI platform integrating 72 NVIDIA Rubin GPUs, 36 NVIDIA Vera CPUs, 6th generation NVIDIA NVLink, and fully liquid-cooled rack-level integration. The platform highlights Pegatron’s ability to engineer and manufacture complex rack-scale AI solutions and migrate from design to cluster deployment.

Extending beyond accelerated computing, Pegatron will showcase a NVIDIA Vera CPU liquid-cooled system and NVIDIA Groq 3 LPX, addressing the evolving infrastructure requirements of agentic AI. NVIDIA Vera, the CPU for agents, is optimized to execute tool calls, sandboxed code, and reinforcement-learning loops between model steps. Deployed at rack scale, NVIDIA Vera CPU provides dense capacity to run alongside GPU infrastructure, supporting efficient execution, orchestration, and data processing workloads in AI factories. NVIDIA Groq 3 LPX further extends the NVIDIA Vera Rubin platform for highly interactive, latency-sensitive inference.

Pegatron will also feature the AS210-2T1-8H3, a 2U fully liquid-cooled NVIDIA HGX Rubin NVL8 system combining dual Intel® Xeon® 6 processors, AMD EPYC™ 9006 processors, or NVIDIA Vera CPUs with an eight NVIDIA Rubin GPU baseboard. The platform demonstrates high-density system engineering, fully liquid-cooled architecture, and rack-level integration. Its rack-scale configurations include the RA4800-64H3, supporting eight systems and up to 64 GPUs, and the RA4800-72H3, supporting nine systems and up to 72 GPUs in a 48U liquid-cooled rack.

The portfolio also includes AI-ready compute and storage infrastructure powered by AMD EPYC™ 9006 Series processors. Pegatron will showcase the SS201-1A1, a 2U single-socket storage server supporting up to 32 E3.S NVMe SSDs for high-throughput AI data pipelines, alongside the GS203-2A2 and GS205-2A2E 2U dual-socket platforms for enterprise, cloud, HPC, and data-intensive workloads. With up to 256 cores and 512 threads, high memory bandwidth, and PCIe® Gen 6 connectivity, AMD EPYC 9006 processors provide a high-density compute foundation across compute and storage applications. These platforms incorporate OCP 3.0, DC-MHS, and flexible power architectures, including 48VDC busbar configurations for OCP racks.

From digital engineering to factory deployment, Pegatron is extending its AI infrastructure capabilities through NVIDIA DSX AI factory platform-aligned workflows. At its facilities, digital-twin simulation and optimization are connected with physical manufacturing, automated production, thermal validation, and system to rack level run-in testing, helping translate engineering insights into production-ready AI infrastructure.

“A key measure of AI infrastructure is how efficiently it can move from engineering to deployment,” said Gary Cheng, President and Co-CEO of Pegatron. “Pegatron combines deep system design expertise with vertically integrated manufacturing, OCP-aligned architecture, and rack-level validation before deployment to rapidly build and deploy AI servers, clusters, and data center infrastructure at scale. By connecting digital-twin simulation, thermal validation, automated manufacturing, and rack-level testing, we help customers move faster from AI infrastructure design to production deployment.”

Through its integrated capabilities, Pegatron is enabling AI infrastructure to move beyond individual systems toward production-ready AI clusters and data centers—bringing advanced AI infrastructure from concept and simulation to validated, scalable deployment.

For more information, please visit PEGATRON SVR website and follow us on LinkedIn and YouTube.
Website: https://svr.pegatroncorp.com  
LinkedIn: https://tw.linkedin.com/showcase/pegatron-svr/
YouTube: https://www.youtube.com/@PEGATRONSVR 

About PEGATRON

PEGATRON Corporation (hereafter referred to as “PEGATRON”), with abundant product development experience and vertically integrated manufacturing, is committed to providing clients with innovative design, systematic production, and manufacturing services to comprehensively and efficiently satisfy all our customers’ needs.

Drawing on accumulated experience in server design, manufacturing, and deployment, Pegatron focuses on developing a variety of state-of-the-art servers including liquid-cooled/air-cooled server solutions based on x86 and ARM architectures, racks, and AI clusters, that meet the requirements of present and future Cloud Service Providers’ data centers, as well as enterprise-grade data centers.

Pegatron Corporation Website: https://www.pegatroncorp.com/  

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SOURCE PEGATRON CORPORATION

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A $2.1 Trillion Wellness Industry Never Built a Daily Practice for Black Children. So This Atlanta Family Did.

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Bright Crowns, the first daily wellness practice made for Black children, delivers a five-minute morning routine backed by decades of research to help them walk into any room certain of who they are and ready to reach for more.

ATLANTA, Oct. 14, 2026 /PRNewswire/ — Bright Crowns, the first daily wellness practice built specifically for Black children, is now available on the Apple App Store. Its five-minute morning routine is designed to build resilience, identity and confidence before children walk out the door.

Breath, affirmation, and the example of inspiring Black figures, past and present, move together as one. Their courage, brilliance, and resolve are reflected back as strengths the child already carries. It’s a complete wellness session, made to strengthen a child from the inside out. Throughout those five minutes, a child settles, remembers who they are and where they come from, and leaves steadier and grounded in their own worth. The arc is deliberate: Breathe. Belong. Become.

It doesn’t end with the morning. Bright Crowns moves with a child from morning to night: boosting confidence before a test or a game, settling a big feeling the moment it rises, winding down at night with sleep stories from the African diaspora, and closing the week with a reflection a parent reads aloud to their child, to set the tone for the days ahead. Children earn crowns drawn from real African kingdoms, an inheritance rather than a reward. The point isn’t making a child feel better for five minutes; it’s giving them tools that compound: steadiness, identity and resilience they carry long after the session ends, and the belief that a brighter future is theirs to reach.

Husband-and-wife team David and Tia Harley, Atlanta parents of two young kids, built Bright Crowns for their own children after searching a $2.1 trillion wellness industry and finding only generic apps: polished and useful, but spoken in voices and settings that never felt like home, and asking a Black child to set part of themselves aside just to belong there. The couple each brought more than two decades of professional experience to a labor of love. David is an award-winning creative director who has led multicultural brand campaigns; Tia led business development and partnerships at Google after a marketing career at AT&T. They used Bright Crowns with their own children every morning for more than a year before sharing it with other families. Over that year, they watched their children grow: quicker to recover from tough moments, more willing to try hard things, holding their heads higher. And it showed up where parents care about it most: at school, where their kids became more engaged and their grades improved.

The approach draws on decades of research. A landmark study in the journal Science found that a brief, culturally grounded practice measurably narrowed the racial achievement gap for Black students, without any change to the school itself. Research has since identified ethnic-racial identity as a key protective factor for Black youth mental health in the Annual Review of Clinical Psychology, and a meta-analysis of 76 mindfulness programs for young people found significant improvements in stress, attention, emotional regulation and academic engagement.

“We can’t always lighten the load our children carry,” said co-founder and CEO Tia Harley. “But we can help make them strong enough to carry it, with their heads held high.”

“Our children are already brilliant,” added co-founder and chief product officer David Harley. “We don’t teach them to survive. We teach them they were born to thrive. Their crowns are already on. We just help them remember.”

Bright Crowns is available now on the Apple App Store with a free seven-day trial. Families who join by Dec. 31 lock in the Founding Family rate of $69.99 for the first year; one subscription covers every child in the home. Learn more at https://hellobrightcrowns.com.

About Bright Crowns
Bright Crowns is a five-minute daily wellness practice built for Black children, and the first daily practice of its kind, available now on the Apple App Store. Founded by husband-and-wife team David and Tia Harley, who built it for their own children first, it’s grounded in decades of research on identity, mindfulness and resilience. Bright Crowns helps Black children feel steady in themselves, certain of who they are, and ready to show the world what they’re made of. Learn more at https://hellobrightcrowns.com.

Digital Press Kit:https://hellobrightcrowns.com/press

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SOURCE Bright Crowns LLC

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