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Schneider Electric Publishes New White Paper on Liquid Cooling for AI Data Centres

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White paper 133 provides comprehensive guidance on selecting the optimal liquid cooling architecture for AI servers, addressing common challenges and solutions.Highlights the benefits of liquid cooling, including improved energy efficiency, enhanced server performance, and reduced environmental impact.Offers detailed insights into six common heat rejection architectures and their suitability for different data centre environments.

LONDON, June 19, 2024 /PRNewswire/ — Schneider Electric, the leader in digital transformation of energy management and automation, has released white paper 133 titled “Navigating Liquid Cooling Architectures for Data Centres with AI Workloads.” The paper provides a thorough examination of liquid cooling technologies and their applications in modern data centres, particularly those handling high-density AI workloads.

The demand for AI is growing at an exponential rate. As a result, the data centres required to enable AI technology are generating substantial heat, particularly those containing AI servers with accelerators used for training large language models and inference workloads. This heat output is increasing the necessity for the use of liquid cooling to maintain optimal performance, sustainability, and reliability.

Schneider Electric’s latest white paper guides data centre operators and IT managers through the complexities of liquid cooling, offering clear answers to critical questions about system design, implementation, and operation.

Understanding Liquid Cooling Architectures

Over the 12-pages authors Paul Lin, Robert Bunger, and Victor Avelar identify two main categories of liquid cooling for AI servers: direct-to-chip and immersion cooling. They describe the components and functions of a coolant distribution unit (CDU), which are essential for managing temperature, flow, pressure, and heat exchange within the cooling system.

“AI workloads present unique cooling challenges that air cooling alone cannot address,” said Robert Bunger, Innovation Product Owner, CTO Office, Data Centre Segment, Schneider Electric. “Our white paper aims to demystify liquid cooling architectures, providing data centre operators with the knowledge to make informed decisions when planning liquid cooling deployments. Our goal is to equip data centre professionals with practical insights to optimise their cooling systems. By understanding the trade-offs and benefits of each architecture, operators can enhance their data centres’ performance and efficiency.”

The white paper outlines three key elements of liquid cooling architectures:

Heat Capture Within the Server: Utilising a liquid medium (e.g. dielectric oil, water) to absorb heat from IT components.CDU Type: Selecting the appropriate CDU based on heat exchange methods (liquid-to-air, liquid-to-liquid) and form factors (rack-mounted, floor-mounted).Heat Rejection Method: Determining how to effectively transfer heat to the outdoors, either through existing facility systems or dedicated setups.

Choosing the Right Architecture

The paper details six common liquid cooling architectures, combining different CDU types and heat rejection methods, and provides guidance on selecting the best option based on factors such as existing infrastructure, deployment size, speed, and energy efficiency.

With the increasing demand for AI processing power and the corresponding rise in thermal loads, liquid cooling is becoming a critical component of data centre design. The white paper also addresses industry trends such as the need for greater energy efficiency, compliance with environmental regulations, and the shift towards sustainable operations.

“As AI continues to drive the need for advanced cooling solutions, our white paper provides a valuable resource for navigating these changes,” added Bunger. “We are committed to helping our customers achieve their high-performance goals while improving sustainability and reliability.”

Providing the Industry with AI Data Centre Reference Designs

This white paper is particularly timely and relevant in light of Schneider Electric’s recent collaboration with NVIDIA to optimise data centre infrastructure for AI applications.

This partnership introduced the first publicly available AI data centre reference designs, leveraging NVIDIA’s advanced AI technologies and Schneider Electric’s expertise in data centre infrastructure.

The reference designs set new standards for AI deployment and operation, providing data centre operators with innovative solutions to manage high-density AI workloads efficiently.

For more information and to download the white paper, visit the Schneider Electric website.

About Schneider Electric

Schneider’s purpose is to create Impact by empowering all to make the most of our energy and resources, bridging progress and sustainability for all. At Schneider, we call this Life Is On. Our mission is to be the trusted partner in Sustainability and Efficiency.

We are a global industrial technology leader bringing world-leading expertise in electrification, automation and digitization to smart industries, resilient infrastructure, future-proof data centers, intelligent buildings, and intuitive homes. Anchored by our deep domain expertise, we provide integrated end-to-end lifecycle AI enabled Industrial IoT solutions with connected products, automation, software and services, delivering digital twins to enable profitable growth for our customers.

We are a people company with an ecosystem of 150,000 colleagues and more than a million partners operating in over 100 countries to ensure proximity to our customers and stakeholders. We embrace diversity and inclusion in everything we do, guided by our meaningful purpose of a sustainable future for all.

www.se.com 

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Elementix and Lightning Docs Announce Reporting Partnership to Deliver Industry-Comprehensive Data on Business-Purpose Lending

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Each company’s monthly report will draw on shared recorded transaction data and loan-level document data, giving lenders, brokers, and investors a more complete view of current bridge, fix-and-flip, construction, and DSCR lending.

IRVINE, Calif., Oct. 27, 2026 /PRNewswire/ — Elementix, a leading provider of aggregated data on business-purpose lending, and Lightning Docs, the premier loan document automation platform for private lenders, Non-QM lenders, credit unions, and law firms, today announced a data-sharing partnership to strengthen reporting on the business-purpose lending market.

The partnership brings together two complementary datasets. Elementix aggregates recorded real estate transactions nationwide, including mortgages, deeds, satisfactions, assignments, and preforeclosure filings, providing a comprehensive picture of lender activity, loan volume, and market share. Lightning Docs captures loan-level terms at the point of document generation, including interest rates, loan amounts, and loan structures, from a document automation platform used by 60% of the nation’s top 50 private lenders. Combined, the two sources produce a level of coverage and detail that has been unprecedented in the private lending space.

“Private lending has long been an opaque industry, with limited data on interest rates, loan amounts, geographic trends, and other metrics that are vital to running a profitable operation,” said Nema Daghbandan, CEO of Lightning Docs. “Lightning Docs set the standard for monthly private lending market reporting, and this partnership raises it. By pairing our loan-level data with Elementix’s transaction data, we are delivering reporting with the scale, precision, and depth the market has been missing, and providing lenders, brokers, and investors a clearer view of the industry than they have ever had before.”

Each report, delivered at a regular monthly cadence, will cover bridge, fix-and-flip, ground-up construction, and DSCR loans, with aggregated data on interest rates, loan amounts, loan volume, lender activity, geographic trends at the state and regional level. All data will be aggregated and anonymized, with no borrower- or lender-specific loan terms disclosed.

“Managing risk in private lending starts with understanding the borrower and the broader market, yet lenders often have to make decisions with incomplete information. Elementix was built to help lenders understand that risk through public record data, and partnering with Lightning Docs adds the loan-level detail that completes the picture. Together, we’re helping lenders better understand market conditions and bring that context into how they assess and manage risk,” said Cameron Kelliher, founder and CEO of Elementix.

The first joint report is scheduled for release in November 2026. Reports will be published on the Lightning Docs and Elementix websites and distributed to subscribers of both companies.

About Elementix
Elementix is the borrower intelligence platform for private lenders. It helps lenders identify active investors, verify experience for better credit decisions, and reach decision-makers with leading contact data accuracy. For more information, visit www.elementix.com.

About Lightning Docs
Initially developed by nationally recognized private lending attorneys, Lightning Docs is the industry’s leading automated loan document software for lenders who make business-purpose loans. The platform instantly produces attorney-grade, compliant loan documents across all 50 states. It covers every business-purpose loan type, including short-term bridge and fix-and-flip loans, 30-year DSCR rental loans, ground-up construction, and complex modifications. Lightning Docs is the official loan document software of the American Association of Private Lenders®. More than 60% of the nation’s top 50 private lenders use it, along with many of the country’s largest Non-QM lenders. Since 2018, lenders have originated more than $100 billion using Lightning Docs. For more information, visit www.lightningdocs.ai.

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SOURCE Lightning Docs LLC

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Therap Services Enhances Therap Connect with Personalized Sleep Insights for Human Services Providers

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TORRINGTON, Conn., Oct. 27, 2026 /PRNewswire/ — Therap Services, the national leader in HIPAA-compliant electronic documentation solutions for Intellectual and Developmental Disabilities (IDD), Home and Community-Based Services (HCBS), and Long-Term Services and Supports (LTSS) industries, has introduced advanced Personalized Sleep Insights to its Therap Connect platform. This enhancement integrates ambient room monitoring with sleep tracking data to help care teams understand and optimize environmental factors affecting the sleep quality of individuals.

Understanding Environmental Factors for Better Rest

Tracking overnight sleep patterns is vital for maintaining physical health, emotional well-being, and individual safety. The updated Therap Connect module introduces a ‘Personalized Sleep Insights’ feature that evaluates three months of historical data from Withings sleep monitors and Watchdog room sensors. By evaluating sleep start times alongside ambient room temperature and humidity, the system highlights optimal environmental conditions to support healthier sleep habits and proactive care planning.

Streamlined Platform Workflows and Daily Tracking

Designed for ease of use, this update helps teams manage daily monitoring more efficiently. Staff can quickly review overnight alerts directly on dashboard views, manage notification settings in one place, and conveniently copy form details with a single click. These practical updates save time on routine administrative tasks, allowing care managers and staff to focus on monitoring health parameters.

Frequently Asked Questions (FAQs)

Does Therap Connect offer sleep tracking capabilities? 

Yes. Therap Services provides integrated sleep and health tracking through Therap Connect, combining continuous sensor data with daily documentation tools.

How do Personalized Sleep Insights in Therap Services help human services providers?

It analyzes sleep schedules, room temperature, and humidity data to identify optimal sleep environments, helping care teams make data-informed adjustments to support health outcomes.

Does Therap Connect require extra software for sleep tracking? 

No. Therap Connect operates through its own dedicated, secure web-based portal, allowing teams to access environmental and sleep tracking insights natively without installing third-party software.

For more information about Therap Connect, please visit: https://www.therapconnect.net/

About Therap Services

Therap Services provides HIPAA-compliant software for documentation, communication, reporting, EVV, and billing.

Learn more: https://www.therapservices.net/

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SOURCE Therap Services

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Meet Providi: One Company Behind Cerbo and OptiMantra

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The new name reflects a long-term commitment to the cash-pay personalized care market, where Cerbo and OptiMantra keep their brands and together serve nearly 7,000 clinics.

ATLANTA, Oct. 27, 2026 /PRNewswire/ — Providi launched today as the corporate brand of the company behind Cerbo and OptiMantra, two long-standing products in the cash-pay personalized care market. The companies combined in 2025, backed by a growth investment from Mainsail Partners. Cerbo and OptiMantra will continue as product brands within Providi.

Together, the two providers of electronic health record (EHR) and practice management products support nearly 7,000 clinics. These include functional, integrative, longevity, wellness, direct primary care, concierge, med spa and behavioral health practices. Both have served the market since 2011.

The name Providi combines “provi,” for the provider at the center of every practice, with “vidi,” Latin for “I saw.” It stands for a company that starts with the provider and can see where personalized care is going.

Providi’s mission is to empower personalized care providers to deliver better patient outcomes and create thriving practices. That mission is already shaping the product roadmap. With the Cerbo and OptiMantra teams building together, new capabilities reach providers faster, and AI Scribe is the first example. Available now, Cerbo AI Scribe captures visit notes automatically, so providers spend less time charting between visits or after hours. OptiMantra AI Scribe, built on lessons from the Cerbo launch, is coming to OptiMantra providers soon.

“Personalized care providers built this market one practice at a time, each one designed around the time, attention and care they believe every patient deserves,” said Jeff Hindman, CEO of Providi. “Cerbo and OptiMantra have each earned the trust of thousands of practices, and Providi exists to amplify that work. Coming together as one company accelerates the innovation we can bring to market and enables us to invest more in both products. Our focus remains giving the providers already running our products and the new providers entering the market the technology they need to succeed.”

Providers can expect to log in to the same Cerbo and OptiMantra products, reach out to the same reps and receive support, onboarding and product updates the same way they do today. They will start to see the Providi name at combined events and in company communications, and they’ll feel it in their products: two teams sharing what they learn, active investment in both products and new capabilities reaching their practices sooner.

About Providi

Providi is the company behind Cerbo and OptiMantra, two electronic health record (EHR) and practice management products serving the cash-pay personalized care market. Together, Cerbo and OptiMantra support nearly 7,000 clinics in functional, integrative, longevity, wellness, direct primary care, concierge, med spa and behavioral health. Providi is committed to meeting the specialty workflow needs of these practices and continues to invest in both products to help providers achieve better patient outcomes, grow their practices and operate more efficiently. For more information, visit providico.com.

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SOURCE Providi

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