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Constructor Named a Leader in IDC MarketScape for Worldwide Knowledge Discovery Software for External-Facing Use Cases 2024

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Report states: “Customers feel that transparency is one of Constructor’s key strengths, in terms of both support and AI technology”

SAN FRANCISCO, Dec. 5, 2024 /PRNewswire/ — Constructor, the leading AI-powered search and product discovery platform for enterprise ecommerce companies, today announced it has been named a Leader in the IDC MarketScape: Worldwide Knowledge Discovery Software for External-Facing Use Cases 2024 Vendor Assessment (Doc #US51813424, Nov. 2024).

In its definition of the market, IDC states that “search and knowledge discovery systems are software that can find, locate, and provide answers, knowledge, and product suggestions.”

The IDC MarketScape evaluated 13 vendors that address “use cases external to the organization, such as public-facing site search, customer support self-service search, and product/ecommerce search” — assessing them on two primary categories: capabilities and strategies.

Improving ecommerce product discovery

Ecommerce companies worldwide — including Under Armour, Petco, Sephora, Target Australia and more — rely on Constructor to create personalized, revenue-generating shopping experiences. With Constructor’s award-winning technology for product search, browse, recommendations and more, it’s easy for buyers to find the best items for them.

The report cited Constructor’s strengths in:

“Transparency: Customers feel that transparency is one of Constructor’s key strengths, in terms of both support and AI technology. Constructor provides proactive customer support, partnering closely with customers on road map features… It also provides strong explainability for its AI, helping admins understand why AI algorithms produce certain results or impacts.””Advanced tech with ease of use: Constructor provides advanced features such as AI-powered personalization, hybrid search reranking, and product catalog enrichment, in the form of easy-to-use tools intended for business users. Customers appreciated the simplicity and ease of use of Constructor’s offering.”

The next generation of product search

The IDC MarketScape further notes that “search and knowledge experiences are increasingly conversational. Natural language conversational interfaces are driving new expectations about user experiences, particularly when it comes to finding, discovering, summarizing, and deriving new insights from knowledge.”

The report cites Constructor’s AI Shopping Assistant (ASA) as an example of this new trend and rising imperative — a tool that “provides AI-powered conversational product search and discovery with personalization capabilities.” Recognized as a groundbreaking solution in the International Business Awards®, Convrt Awards for retail, and more, ASA enables shoppers on ecommerce sites to type their search queries in longform, natural language (e.g., “I’m going to a wedding in the Caribbean in August. What should I wear?”) and get results that make sense contextually, are in-stock, and are personalized to them.

“As generative AI is infused in more knowledge discovery products like Constructor’s, we see the knowledge discovery space changing and evolving,” said Hayley Sutherland, research manager, Knowledge Discovery and Conversational AI at IDC, and author of the IDC MarketScape. “Constructor provides advanced technology balanced with ease-of-use, helping more organizations to take advantage of features such as AI-powered personalization, search reranking, and product catalog enrichment to improve customer experience and commerce outcomes.”

Recent momentum

Constructor’s position as a Leader comes on the heels of other exciting news and momentum. Earlier this year, the company secured $25 million in Series B funding — increasing its valuation to $550 million (nearly triple that from its 2021 Series A round) — and expanded rapidly in Europe, the Middle East and Africa (EMEA). Constructor has won five gold Stevie® Awards in 2024, in recognition of the company as a whole, its product innovation and its leadership.

“At Constructor, we take immense pride in being able to play a part in the search and discovery experiences of hundreds of millions of people every week,” said Eli Finkelshteyn, CEO and co-founder of Constructor. “It’s a privilege to get to work with some of the world’s best and biggest companies and to do everything we can to meet the high bar they require for their customers. We believe this recognition as a Leader in the IDC MarketScape was only possible thanks to the feedback and support of those same companies we’re lucky enough to work with. It’s an honor to be called a Leader by the IDC MarketScape, and my sincere hope is that being recognized in this way only raises the bar for us. We plan to only get better from here, because that’s what our customers deserve.”

Additional report info

The IDC MarketScape concludes its assessment of Constructor, advising companies to “consider Constructor when you are looking for a vendor to partner closely with you on optimizing search, particularly for ecommerce use cases, with the ability to expand into related use cases such as site search and customer support search. Constructor offers strong personalization capabilities that further enhance ecommerce search, product discovery, and conversational search, and the vendor’s customers cited its responsiveness, transparency, and the explainability of its AI.”

For more information on the IDC MarketScape for Worldwide Knowledge Discovery Software for External-Facing Use Cases 2024, please see this complimentary excerpt, courtesy of Constructor: https://bit.ly/constructor-marketscape.

About IDC MarketScape
IDC MarketScape vendor assessment model is designed to provide an overview of the competitive fitness of technology and service suppliers in a given market. The research utilizes a rigorous scoring methodology based on both qualitative and  quantitative criteria that results in a single graphical illustration of each supplier’s position within a given market. IDC MarketScape provides a clear framework in which the product and service offerings, capabilities and strategies, and current and future market success factors of technology suppliers can be meaningfully compared. The framework also provides technology buyers with a 360-degree assessment of the strengths and weaknesses of current and prospective suppliers.

About Constructor
Constructor is the only search and product discovery platform tailor-made for enterprise ecommerce where conversions matter. Constructor’s AI-first solutions make it easier for shoppers to discover products they want to buy and for ecommerce teams to deliver personalized experiences in real time that drive impressive results. Optimizing specifically for ecommerce metrics like revenue, conversion rate and profit, Constructor generates consistent $10M+ lifts for some of the biggest brands in ecommerce, such as Sephora, Petco, The Very Group, home24, Grove Collaborative and Fisheries Supply. Constructor is a U.S.-based company that was founded in 2015 by Eli Finkelshteyn and Dan McCormick. For more, visit: constructor.com

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SOURCE Constructor

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HR Path Strengthens its Australian Presence with Strategic Acquisition of Payroll Experts Australia

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PARIS, Oct. 21, 2026 /PRNewswire/ — HR Path, a global leader in HR consulting and HRIS solutions, today announces its strategic acquisition of Payroll Experts Australia, a Brisbane-based company specialising in payroll compliance, remediation, workforce management and HR systems consulting.

Founded in 2009, Payroll Experts Australia has delivered more than 530 projects for over 260 organisations across Australia and New Zealand. Independent of any software vendor, the company supports employers across the full payroll, workforce management and HR systems lifecycle, with expertise spanning payroll compliance and audit, remediation, award and agreement interpretation, payroll processing, advisory and end-to-end systems implementation.

The acquisition strengthens HR Path’s ability to provide end-to-end HR transformation services across the ANZ market. Payroll Experts Australia’s specialist capabilities complement HR Path’s existing HRIS technology and SAP SuccessFactors expertise, enabling the combined organisation to support clients with a broader range of locally grounded services, from strategic advisory and systems implementation to payroll compliance and operational support. 

Payroll Experts Australia will continue to operate under the brand “Payroll Experts Australia, an HR Path Company”. Its leadership team and employees will remain in their current roles, ensuring continuity of service for clients while giving the business access to HR Path’s international capabilities and resources. 

The transaction builds on HR Path’s expansion in the region. HR Path has been active in Australia since 2019, following the acquisition of DDG. It opened an Australian office in 2024 and acquired RKM Consulting in 2025, strengthening its HRIS technology and SAP SuccessFactors capabilities across Australia and New Zealand.  

“The acquisition of Payroll Experts Australia, a company renowned for its expertise in payroll compliance, is a strategic move that supports our ambition to be the global reference in HR transformation,” said François Boulet, Co-founding Partner at HR Path. “Their deep knowledge and strong client relationships in Australia complement our global capabilities, enabling us to deliver even more value to our clients. This partnership is about synergy, innovation, and shared commitment to excellence.”

“We are very happy about this new chapter!” said Steve Keenaghan, Chief Executive Officer at Payroll Experts Australia. “This step opens up exciting opportunities for our team and our clients and ensures our continued growth and success. We will maintain our commitment to delivering exceptional, independent payroll expertise while exploring new possibilities within HR Path.”

Contact:

Fabienne LATOUR  Fabienne.latour@hr-path.com

 

 

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Sungrow Powers Up for All Energy Australia 2026 With New Residential Innovation and Full Ecosystem Showcase

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MELBOURNE, Australia, Oct. 21, 2026 /PRNewswire/ — Sungrow, the global leader in PV inverter and energy storage solutions, is set to make a strong return to All Energy Australia 2026, the region’s largest and most influential renewable energy exhibition. It will introduce its next-generation all-in-one residential flagship PowerHarbour, alongside a comprehensive showcase of technologies for residential, C&I, and utility-scale applications.

As Australia accelerates toward a cleaner, more resilient energy future, Sungrow’s presence at All Energy will once again serve as a central meeting point for industry leaders, installers, innovators, and policymakers. The booth will offer visitors a rich blend of product demonstrations, technical insights, interactive experiences, and opportunities to connect with Sungrow’s local engineering and sales teams.

A New Addition to Residential Energy Storage

At the upcoming All-Energy 2026, Sungrow will officially unveil PowerHarbour in Australia for the first time. It is a residential all in one solution designed to simplify energy independence for homeowners. It combines sleek design, intelligent integration, advanced safety features and a modular design that can deliver up to 120kWh of capacity. The enhanced AFCI 3.0 protection makes it one of the most flexible and homeowner‑friendly systems on the market. The result is a clean, integrated solution that empowers households to take control of their energy with confidence and ease.

C&I Solutions for Diverse Applications

The exhibition will also showcase Sungrow’s C&I portfolio, including PowerKeeper, deployed across diverse Australian environments, and the ST255CS liquid-cooled BESS cabinet, designed for applications such as microgrid stability and FCAS. Together, these solutions demonstrate Sungrow’s capabilities in delivering flexible, reliable energy storage for a wide range of commercial and industrial needs.

Utility-Scale Innovation on Display

For utility developers and EPCs, Sungrow will present a full-size PowerTitan 3.0, giving visitors a rare opportunity to see the battery container up close. Together, PowerTitan 3.0 and 1+X modular inverter demonstrate advanced energy storage, grid-forming capabilities, and flexible deployment for complex project environment. Backed by dedicated local project management, comprehensive technical support, and a growing project pipeline across Australia and New Zealand.

Visit Sungrow at Booth KK123

Sungrow invites all attendees to visit Booth KK123 at All Energy Australia 2026 to experience its latest residential, commercial, and utility‑scale innovations firsthand. Attendees can expect a vibrant and engaging atmosphere throughout the day featuring lucky draws with exciting prizes, free premium coffee, photobooth and insightful presentations. The booth promises a full day of discovery, connection, and inspiration. Sungrow looks forward to welcoming partners, customers, and renewable energy enthusiasts as we continue powering Australia’s clean energy future together.

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SOURCE Sungrow

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AglaiaSense and Leopard Imaging to Demonstrate Privacy-First AI Traffic Sensing at Smart City Expo World Congress in Barcelona

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FREMONT, Calif. and BARCELONA, Spain, Oct. 21, 2026 /PRNewswire/ — AglaiaSense and Leopard Imaging will exhibit together at Smart City Expo World Congress, November 3–5, 2026, at Fira Barcelona Gran Vía.

The two companies proposed AI-VIVA (Vision Intelligence for València and Arterials) and is selected as a finalist in the fifth urban challenge of Barcelona Innova Lab Mobility (BILM), on the application of artificial intelligence to traffic-light regulation. AI-VIVA combines AglaiaSense’s edge-AI traffic solutions with Leopard Imaging’s patented privacy architecture. At the show, the team will give a live demonstration of AglaiaSense’s signature MS500 and GS500 cameras, with the AglaiaSense AI Box, powered by NVIDIA, which adds local processing to coordinate groups of neighboring intersections.

The cameras analyze images inside the device, using the Sony IMX500 and IMX501 intelligent vision sensors. They count and classify vehicles, buses, cyclists and pedestrians in real time. Raw video is discarded on the device within 400–800 milliseconds, and only anonymous metadata is transmitted. Cities can feed that data into signal-control software to adapt traffic lights to real demand.

MS500: about 2 W average power, 1080p, powered from a standard NEMA or ZHAGA street-light socket.

GS500: about 6.5 W average, dual 4K cameras, with Ethernet, LTE Cat 4 and GPS; powered by PoE, 12–24 V DC or a NEMA adapter.

Both cameras: IP66-rated, −20 °C to +65 °C, mounted on existing poles, so no trenching or new masts are needed.

Bandwidth: more than 95% lower than CCTV-based monitoring.

“Cities want safer, smoother streets without turning every crossing into a surveillance point,” said Leon Luo, CEO of AglaiaSense. “Being named a finalist in Barcelona tells us the approach resonates.”

“Privacy has to be built into the camera, not added later,” said Bill Pu, CEO of Leopard Imaging.

AglaiaSense’s solutions are deployed across North America and Asia, and the company won first place in the Pedestrian Safety Challenge Hackathon, run by the Edge AI Foundation (formerly the tinyML Foundation) and the City of San José. In field tests, the systems achieved detection and counting accuracy above 95%. The City of Lakewood, Colorado, compared the GS500 with traditional IP cameras and LiDAR on real roads and found it more accurate, more energy-efficient, and less costly to deploy. At a high-risk crossing where pedestrians often crossed outside the crosswalk, the system alerted approaching drivers in real time.

Visit us at Pavilion 3, Level 0, Street D, Stand 71. To book a meeting, email sales@aglaiasense.com.

About AglaiaSense

AglaiaSense, is an edge-AI company specializing in privacy-first, vision-based sensing for smart cities. Its GS500 and MS500 cameras run AI on the image sensor to count and classify road users in real time and send only anonymous metadata.

About Leopard Imaging

Leopard Imaging is a global leader in high-definition embedded cameras and AI-based imaging solutions in industries including automotive, aerospace, drones, IoT, and robotics.

Media contact:

Cathy Zhao

+1 (408) 263-0988

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