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As demand for on-premises computing rises, Spingence partners with Japanese AI startup FSR to support the digital transformation of Japanese industries

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TAIPEI, Feb. 12, 2025 /PRNewswire/ — Spingence, a Taiwan-based artificial intelligence startup, has announced a strategic alliance with ForceSteed Robotics (FSR) to promote the adoption of on-premises large language models (LLMs) in Japan and develop solutions that prioritize privacy protection, data security, and high-performance computing. FSR, a Japan-based startup specializing in artificial consciousness (AC), will represent Spingence in Japan, the two companies will establish a long-term partnership in sales and technology development, aiming to address the key challenges Japanese companies face in AI adoption. The alliance marks an important milestone for Spingence’s entry into the Japanese AI market.

Strategic collaboration launched: Meeting the demands of AI in the Japanese market

Research shows that demand for AI applications in the Japanese market is rising, particularly for LLMs, which have become a key technology for businesses across multiple sectors. As cloud-based services, which rely on the internet, struggle with data privacy and system stability, many companies are now turning to on-premises solutions.

“For businesses, Spingence’s on-premises LLM services are just as effective as cloud-based solutions, offering high privacy and security while maintaining strong performance,” said Hiroyuki OHSAWA, FSR’s founder and CEO. “By optimizing SSDs with DRAM, Spingence has developed a cost-effective solution to addressing memory limitations during large-scale AI model training, ensuring platform and application stability. We believe that on-premises services based on this technology will confer considerable benefits in the future.”

Furthermore, Spingence’s past success in the Taiwanese market serves as a strong foundation for expanding its business in Japan. The firm’s expertise in AI defect detection and edge AI will make its products highly competitive in the Japanese market.

Facing existing competitors in the Japanese market, OHSAWA believes that Spingence’s products hold advantages in price, maintenance efficiency, and server performance. “The emergence of local competitors in Japan indicates a sharp rise in demand for on-premises servers recently,” OHSAWA said.

Spingence and FSR have seen an opportunity to help small and medium-sized companies that struggle to find AI solutions tailored to their needs. Many solutions in the market now are expensive, come with high maintenance costs, and are typically designed for larger companies. Some solutions often fall short in terms of server performance and specifications. This leaves a gap in the market for comprehensive solutions that can address the unique challenges facing small and medium-sized enterprises.

Working together: Driving digital transformation in the Japanese market

This collaboration was initiated after Spingence gained valuable market insights at CEATEC 2024. “Japanese companies have been actively developing LLM applications and exploring various solutions, most of which rely on cloud technology,” said Jesse Chen, founder and CEO of Spingence. “The market potential of on-premises LLMs became clear as the companies identified the limitations of cloud services.” OHSAWA shared the same observation, and the mutual understanding quickly led to the formation of the partnership.

In the early stages of the collaboration, Chen said the focus would be on product-market validation to ensure that Spingence’s existing edge AI solutions meet market demands. “Based on current research and observations, it’s clear that Taiwan and Japan are in vastly different stages of development and application,” he said. “To succeed in both markets, Spingence needs to be more flexible and constantly validate market assumptions. This requires close collaboration with FSR.”

Spingence and FSR agree that on-premises LLMs have significant growth potential in the Japanese market. To ensure the effective implementation of the technology and support the digital transformation of Japanese industries, the short-term goals for the two companies include market promotion, customer education, and application case validation.

Looking ahead: Achieving technological co-creation and promoting localized product applications

In the next three to five years, Spingence and FSR will continue to promote the application of on-premises LLMs in the Japanese market and explore possibilities for product implementation through technological integration.

FSR will first focus on expanding enterprise applications, offering reasonably priced and highly secure products for companies in specialized fields. Based on experience, OHSAWA pointed out, “Whether it’s schools, factories, or other verticals, there’s skepticism about cloud computing, which has significantly increased the demand for edge AI.”

In the short term, FSR plans to strengthen local technical support and provide superior customer service. Spingence will focus on enhancing the localization of its LLM platform. By optimizing application and management tools, the company aims to provide more intuitive interfaces, customizable configuration options, and seamless integration features, all tailored to the needs of Japanese businesses, thus improving the convenience and efficiency of enterprise applications.

Technical integration is another key aspect of the collaboration. FSR will represent Spingence in Japan and act as a partner in co-creating technology, driving the deep integration of edge AI and AI technologies to develop smarter and more efficient applications.

The collaboration between Spingence and FSR represents the joint efforts of Taiwanese and Japanese AI startups to create new opportunities. Through the synergy of cutting-edge technology and market expertise, Spingence and FSR are committed to driving AI-powered digital transformation, setting new standards for on-premises AI solutions in Japan.

Media Contact
Spingence / Xenia Huang / xenia.huang@spingence.com
Forcesteed Robotics / contact@forcesteed.com

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SOURCE Spingence Technology Co., Ltd.

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Caladium Systems Launches Happiffie, India’s First AI-powered Celebration Platform

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CHENNAI, India, July 24, 2026 /PRNewswire/ — Caladium Systems today announced the launch of Happiffie, India’s first AI-powered Celebration Growth Platform, introducing a smarter way for customers to discover, compare, book, and manage celebrations while helping businesses connect with high-intent customers through intelligent technology.

Designed for weddings, birthdays, corporate events, social celebrations, parties, festivals, and more, Happiffie brings together over 400 celebration occasions and 1,000+ celebration experiences on a single AI-powered platform.

India’s celebrations industry continues to rely heavily on referrals, manual coordination, inconsistent pricing, and fragmented vendor discovery. Happiffie addresses these challenges by combining AI-powered recommendations, transparent price discovery, secure bookings, payments, and event management into one seamless platform.

A key innovation is Happiffie’s Reverse Auction, where customers simply submit their celebration requirements and verified vendors compete by offering customised proposals. Instead of spending hours searching and negotiating, customers can compare multiple qualified offers and choose the vendor that best matches their preferences and budget.

“Customers can now book the experience of their choice with the vendor of their choice, in the budget of their choice. At the same time, vendors receive qualified business opportunities matched to their category, location and capabilities, creating value for both sides of the marketplace,” said Pradhyumna T Venkat, Founder & CEO, Happiffie.

“Every major industry eventually reaches a point where technology fundamentally changes how it operates. Travel did. Hospitality did. Mobility did. We believe celebrations are next,” added Pradhyumna.

The platform is powered by Experience Intelligence™, a proprietary framework that combines over 15 years of celebration industry expertise with Artificial Intelligence to deliver smarter recommendations based on customer intent, preferences, and celebration needs.

Whether planning a wedding, birthday, corporate event, baby shower, anniversary, or festival celebration, customers can manage the entire journey—from vendor discovery and quotations to payments and execution—through a single platform.

Alongside its launch, Happiffie has opened registrations for vendor partners across Chennai and Tamil Nadu, with a phased expansion planned across India. The platform aims to build one of the country’s largest AI-powered celebration ecosystems, helping businesses generate qualified leads and grow more efficiently.

“Our vision is not simply to build another marketplace but to create the technology infrastructure that powers celebrations. Reverse Auction is the first step towards building a smarter, more transparent, and AI-driven celebration economy that benefits both customers and businesses alike,” added Pradhyumna.

Built on the experience of planning and executing over 5,000 weddings and celebrations, Happiffie combines deep industry expertise with AI to simplify celebration planning and transform how India celebrates.

For more information, visit www.happiffie.com. Vendor registrations are now open at www.happiffie.com/vendor-registration.

About Happiffie

Happiffie is India’s first AI-powered Celebration Platform, connecting customers, venues, event professionals, and celebration businesses through one intelligent ecosystem. Built on over 15 years of industry expertise, the platform combines Artificial Intelligence with Experience Intelligence™ to deliver smarter celebration planning across more than 1,000 celebration experiences spanning weddings, corporate events, birthdays, social celebrations, parties, and festivals.

Contact

Pradhyumna T Venkat
Founder & CEO
pradhyumna@happiffie.com
+91-7299002990

Logo: https://mma.prnewswire.com/media/3007635/Happiffie_Logo.jpg

 

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Beko Publishes 2025 Integrated Report, Charting Years of Progress Toward Net Zero

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As Beko releases its 2025 Integrated Report, the company’s third consecutive inclusion on TIME’s global sustainability ranking — retaining the #1 position in its industry — underscores the progress documented within it.

ISTANBUL, July 24, 2026 /PRNewswire/ — Beko published its 2025 Integrated Report, offering a comprehensive account of the company’s financial, environmental and social performance over the past year. In parallel, Beko has been named one of TIME Magazine’s World’s Most Sustainable Companies for the third year running, retaining the #1 position in its industry. The recognition, awarded in partnership with Statista, independently corroborates years of deliberate, measurable progress.

The report documents concrete results across Beko’s global manufacturing footprint. In 2025:

Energy efficiency projects across production sites saved 69,562 GJ of energy, avoiding 5,297 tonnes of CO₂e emissions.Waste recycling across all manufacturing facilities reached 98.6%, against a target of 99%.Renewable energy installed capacity reached 96 MWp, up from 90.2 MWp the prior year. Beko also reached 63.5% green electricity on the path to 100% across all manufacturing by 2030.Water efficiency and rainwater harvesting projects across locations delivered total water savings of 219,114 m3.

Behind these figures is a broader manufacturing transformation. Three of Beko’s manufacturing facilities have been recognised within the World Economic Forum’s Global Lighthouse Network, with the Ulmi plant earning the additional, and rarer, designation of Sustainability Lighthouse. The principles behind Ulmi’s approach are being extended across Beko’s broader manufacturing ecosystem, as the company scales low-impact production. Beko currently operates 13 smart factories globally — equipped with artificial intelligence, machine learning and robotics capabilities — with a target of 17 by the end of 2026.

On the circular economy side, Beko’s refurbishment centres across multiple locations reintroduced more than 148,000 appliances into the market in 2025 alone. The company recycled 1.98 million WEEE units through its own recycling facilities since 2014, and used 31,665 tonnes of recycled plastics in its products in 2025.

Across its product portfolio, 72.6% of Beko’s turnover in 2025 came from low-carbon products — a figure that reflects both the scale of the company’s energy-efficient product range and growing consumer demand for appliances that address environmental concerns.

“Being recognised by TIME three years in a row matters because it reflects that sustainability is a foundational part of Beko’s business,” said Can Dinçer, CEO of Beko. “Our factories undergo a twin transformation where we encounter both decarbonization and digitalization. That progress is deliberate and measurable, and our Integrated Report sets out exactly how. As the world prepares for COP31, the most credible thing a company can do is demonstrate its work rather than declare it. That is what we are doing.”

TIME’s annual list evaluates more than 5,000 companies worldwide across environmental and social performance, transparency and ESG reporting. Beko’s continued inclusion under increasingly rigorous standards points to a business model where sustainability is structurally embedded across operations, supply chains and product portfolios.

In addition to its Integrated Report, the Company has also published its second TSRS-compliant sustainability report, prepared in accordance with the Türkiye Sustainability Reporting Standards (TSRS), Türkiye’s adoption of the IFRS Sustainability Disclosure Standards issued by the International Sustainability Standards Board (ISSB). The report is publicly available and provides detailed disclosures on the company’s climate-related risks, opportunities, governance, strategy and performance.

About Beko

Beko is an international home appliance company with a strong global presence, operating through subsidiaries in more than 55 countries with a workforce of around 45,000 employees and production facilities spanning multiple regions—including Europe, Asia, Africa, and the Middle East. Beko has 22 brands owned or used with a limited license (Arçelik, Beko, Whirlpool*, Grundig, Hotpoint, Arctic, Ariston*, Leisure, Indesit, Blomberg, Defy, Dawlance, Hitachi*, Voltas Beko, Singer*, ElektraBregenz, Flavel, Bauknecht, Privileg, Altus, Ignis, Polar). Beko is the largest white goods company in Europe with its market share (based on volumes) and reached a consolidated turnover of 10.7 billion Euros in 2025. Beko’s 28 R&D and Design Centers & Offices across the globe are home to over 2,000 R&D employees and hold more than 4,500 international registered patent applications to date. The company has achieved the highest score in the S&P Global Corporate Sustainability Assessment (CSA) in the DHP Household Durables industry for the seventh consecutive year (based on the results dated 16 October 2025).** The company has been recognized as the 89th most sustainable company on TIME Magazine and Statista’s 2026 list of the World’s Most Sustainable Companies and has been the sector leader for three consecutive years. Beko’s vision is ‘Respecting the World, Respected Worldwide.’ 

www.bekocorporate.com

*Licensee limited to certain jurisdictions.
**The data presented belongs to Arçelik A.Ş., a parent company of Beko.

 

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SOURCE Beko

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JustMarkets Releases Market Analysis on How Foreign Exchange Markets React to CPI Surprises

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HO CHI MINH CITY, Vietnam, July 24, 2026 /PRNewswire/ — JustMarkets today released a new market analysis examining how foreign exchange markets react to Consumer Price Index (CPI) surprises and outlining key considerations for traders preparing for inflation data releases. The analysis explains why the gap between actual CPI data and market expectations, rather than the headline inflation figure itself, is often the primary driver of currency market movements.

What people often miss on CPI day is that the number itself isn’t what moves the market. The common reaction is to check whether the headline number is high or low, but it’s all priced in advance. According to JustMarkets, the real driver of EUR/USD is the gap between the actual number and what the market was positioned for.

Even an unchanged reading can cause dollar weakness if traders expect higher inflation, while weaker numbers that beat consensus expectations may drive dollar strength. Citing Federal Reserve research, the price driver is a surprise component rather than the headline.

Why the Expectation Gap Is More Important Than the Level

Forex is driven by expectations for interest rate decisions, with inflation impacting central bank policy. Key factors influencing this reaction include:

Main factors:

Monthly CPI and core CPICore services inflationRevisions to the previous period dataCentral banks policy pricing

Year-over-year data is less important in terms of price impact than monthly and core data.

How to Calculate Surprise

Start with the simplest metric: Surprise = Actual CPI − Consensus CPI. 

Consensus comes from the economic calendar’s forecast and reflects the market positioning. And then you need to check the market reaction through rates. The sequence typically runs: CPI surprise → change in front-end yields → USD movement → the sentiment adjustment.

Traders frequently employ this methodology in combination with the JustMarkets Economic Calendar to track high-impact releases in real time.

What the Intraday Move Actually Looks Like

CPI reactions usually happen in three stages. The first one is a headline shock with the potential algorithm’s reaction within a few seconds. Then comes the interpretation stage, with a time frame of 15-60 minutes and analysis of core numbers and yield confirmation. And then either continuation or reversal happens.

Approaches to Trading CPI Day

There are two common approaches to CPI.

The momentum approach requires the consistency of headlines and core surprises with yields’ confirmation. Most traders wait until the first minute’s candle is closed to avoid false signals.The fade approach requires dislocations like the absence of yield confirmation to FX movement or dislocations between headlines and core numbers. In this case, traders wait 10−20 minutes for exhaustion of the initial move and reversal setup search.

Risk management is crucial. Most traders limit their position size to 0.25%-0.50% of their equity because of widening spreads and slippage. Sometimes the decision to trade off is more optimal during extreme volatility than forced entry.

One Way to Prepare for the Next CPI Day Release

A simple way to get ready is to monitor EUR/USD, GBP/USD, USD/JPY pairs and an economic calendar with events’ importance. The workflow is simple: Economic calendar → release → Trading platform.

The final step brings traders to the execution platform. Many turn to JustMarkets, which offers CFDs on these currency pairs, with execution stability and fast market access that make it well suited for high-volatility macro events.

Disclaimer: For informational purposes only. Trading financial instruments involves significant risk and may not be suitable for all investors. Ensure you understand the risks involved and trade responsibly.

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SOURCE Just Global Markets Ltd

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