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Constructor Wins MACH Impact Award for ‘Agentic Achievement’

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Recognition highlights successful AI agent deployments — with Constructor’s conversational agents driving better shopping experiences and measurable results for ecommerce retailers worldwide

SAN FRANCISCO, Oct. 2, 2026 /PRNewswire/ — Constructor, the product discovery platform for the agentic era, has been honored in the MACH Alliance’s 2026 MACH Impact Awards. A winner in the “Agentic Achievement” category, Constructor was recognized for successful AI agent deployments across ecommerce environments, helping retailers worldwide improve shopping experiences and drive meaningful business results.

The MACH Alliance is the global industry body for open, composable and connected enterprise technology — the foundation and framework for the agentic era. Its annual MACH Impact Awards celebrate real-world technology deployments, innovative solutions and industry changemakers driving measurable outcomes.

“The conversation around agentic AI has moved on from what’s possible to what’s actually working,” said Jason Cottrell, president of the MACH Alliance. “This year’s winners have taken agents out of the pilot phase and into production, with results they can measure. And they’ve done it by building on open, composable foundations.”

Putting Agentic AI to Work Across Ecommerce

Amid strong retailer demand and demonstrated results from Constructor’s AI agents, Constructor has seen rapid adoption of its agentic technology — with the number of companies deploying its conversational AI agents increasing 900% over the past year.

Constructor’s composable, API-first architecture enables its agents to work across retailers’ existing technology stacks and connect with the data, content and services they need. In addition, its Model Context Protocol (MCP) server exposes Constructor’s commerce intelligence through a standard interface that any agent can call, whether it runs on the retailer’s own site or outside it.

Constructor’s agentic portfolio spans shopper-facing, agent-facing and merchant-facing applications, including:

AI Shopping Agent (ASA): helping shoppers with broad, complex or exploratory shopping needs, using conversational AI to understand their goals and guide them to the right products.AI Product Insights Agent (PIA): acting as a virtual product expert on product detail pages, where PIA answers shoppers’ questions, suggests helpful prompts and provides personalized guidance — so shoppers can evaluate products and make decisions with confidence.Merchant Intelligence Agent (MIA): enabling ecommerce teams to ask questions in plain language about product-discovery performance — with MIA investigating what’s happening and why, recommending ways to improve results, and automating time-consuming merchandising work.Discovery MCP: bringing Constructor’s personalized product discovery into external AI answer engines such as ChatGPT. Through protocols such as UCP, compatible agents can find and connect to the retailer’s Discovery MCP Server — getting ranked, optimized product results to use in shopper recommendations instead of fetching raw catalog data. Further, this also allows new agents, plugins and apps (e.g., ChatGPT apps) to be built on top of the discovery, ranking and personalization Constructor already provides.

The MACH Impact Award recognized high-impact results retailers have achieved with Constructor’s agentic technology. Across different customer deployments, results included: a 57% reduction in support requests; shoppers converting at more than double the rate of those using standard search; and 52% higher add-to-cart rates and 56% higher purchase rates among shoppers using a Constructor agent.

“AI agents are moving quickly beyond experimentation and becoming a meaningful part of how people shop and how ecommerce teams work,” said Eli Finkelshteyn, CEO and co-founder of Constructor. “But for us, the goal isn’t to introduce new agentic capabilities for the sake of it. They need to be practical, powerful and easy to use — and, most importantly, make experiences better. As we bring agentic discovery across more of the shopper journey, that principle will continue to guide how we build. We’re honored to have the MACH Alliance recognize the impact retailers are achieving with our technologies.”

Constructor’s Agentic AI ‘Rolling Thunder’ Continues

The award adds to a growing list of accolades for Constructor’s work in agentic commerce. Within the last year, Constructor has:

Earned a MACH Alliance Agent Ready Award, a separate MACH Alliance program recognizing agentic solutions deployed in production and independently reviewed for real-world interoperability.Been named to The Agentic List 2026, honoring “the top 120 agentic AI companies shaping the future.”Been honored for the best use of AI in retail and ecommerce in both the Champions in AI Awards and the Global AI Awards.

In addition, Constructor was recognized as a sample vendor for agentic commerce in the Gartner Hype Cycle™ for Agentic AI, 2026.1 This year, Constructor was also named a Leader in the Gartner® Magic Quadrant™ for Search and Product Discovery — placing furthest in Vision and highest in Execution among all vendors evaluated.2

For more information about how Constructor is helping retailers deliver personalized, high-performing agentic shopping experiences, please visit constructor.com.

1 Gartner, Hype Cycle for Agentic AI, 2026, Rajesh Kandaswamy, Leinar Ramos, Gary Olliffe, Tom Coshow, Pieter den Hamer, Erick Brethenoux, April 22, 2026.

2 Gartner, Inc., Magic Quadrant for Search and Product Discovery, Mike Lowndes, Sandy Shen, Aditya Vasudevan, Noam Dorros, June 22, 2026.

Disclaimer

Gartner, Magic Quadrant and Hype Cycle are trademarks of Gartner, Inc. and/or its affiliates.

Gartner does not endorse any company, vendor, product or service depicted in its publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner publications consist of the opinions of Gartner’s business and technology insights organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this publication, including any warranties of merchantability or fitness for a particular purpose.

About Constructor

Constructor is the AI-driven search and product discovery platform that scales, learns, and adapts to how shoppers actually buy. Its central reasoning engine uses reinforcement learning to improve with every shopper interaction—delivering the right product to the right person in the right context at the right time. By learning directly from real shopper behavior across a company’s own properties, Constructor continuously drives stronger performance across the metrics that matter most. Purpose-built for ecommerce, Constructor generates consistent $10M+ lifts for leading brands such as Sephora, Petco, The Very Group, home24, Grove Collaborative and Fisheries Supply. Learn more at constructor.com.

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SOURCE Constructor

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Federal scientists warn Bill C-39 puts independent science at risk

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ST. JOHN’S, NL, Oct. 2, 2026 /CNW/ — Federal scientists rallied in downtown St. John’s today to push back against Bill C-39 and warn that the federal government is weakening the science, expertise and independent institutions Canada relies on to keep people and the environment safe.

Members of the Professional Institute of the Public Service of Canada’s Applied Science and Patent Examination Group (SP), including scientists at Fisheries and Oceans Canada, took to the streets as the government moves to accelerate major-project reviews, expand the use of predetermined findings and require economic feasibility to be considered when setting certain environmental safeguards.

“Our leaders should make informed decisions using rigorous and independent science,” said Bryan Van Wilgenburg, President of PIPSC’s Applied Science and Patent Examination Group. “You cannot cut scientists and rush expert reviews without risking disaster.”

Taken together, PIPSC says the changes threaten the integrity of evidence-based decision-making while federal science is already under pressure from cuts, staffing shortages, and recruitment and retention challenges.

Bill C-39 would allow required determinations, findings and opinions for some qualifying projects to be deemed favourable before the professional work that normally informs those decisions is complete. It would also push toward faster, more consolidated reviews and require decision-makers under several environmental laws to consider the technical, economic and practical feasibility of conditions placed on projects.

“When the government rushes reviews or predetermines findings, it risks undermining the independence of the experts protecting our environment, communities and public safety,” said Van Wilgenburg. “We shouldn’t prioritize short-term profits over sustainable economics and public safety.”

The SP Group is currently at the bargaining table with the federal government and has chosen the conciliation/strike route for this round of negotiations, amid growing concerns about cuts to public science, shrinking capacity and threats to evidence-based decision-making.

“This government needs to understand that scientists don’t take the possibility of a strike lightly,” said Bryan Van Wilgenburg, President of PIPSC’s Applied Science and Patent Examination Group. “Our members are bringing forward solutions at the bargaining table. The government has a responsibility to work with us and get a fair deal done.”

PIPSC says the same contradiction runs through both Bill C-39 and the pressures facing federal scientists at the bargaining table: government is demanding faster approvals and more from public-service experts while weakening the expertise and capacity needed to do that work properly.

“We want to send a clear message to the federal government to reverse the cuts to our public service, protect and strengthen evidence-based research, and keep their hands off the right to strike,” said Jessica McCormick, President of the Newfoundland and Labrador Federation of Labour. “Our country cannot be strengthened by eroding workers’ fundamental rights or our ability to make decisions based on independent and strong research.”

Building a strong Canada means strengthening the scientists, engineers, regulators and other experts who turn government commitments into reality. Canada’s strength did not happen by accident, and weakening the expertise the country has spent decades building puts that strength at risk.

PIPSC is calling on the federal government to protect independent scientific and professional judgment, invest in public-service expertise and ensure that faster project approvals do not come at the expense of evidence, environmental safeguards or public safety.

“Building Canada cannot mean weakening the very people and institutions that keep it strong,” said Van Wilgenburg.

PIPSC represents over 80,000 public-sector professionals across the country, most of them employed by the federal government. Follow us on Facebook, Bluesky, and Instagram.

SOURCE Professional Institute of the Public Service of Canada (PIPSC)

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TPRA Media – Aligned with UAE AI Strategy 2031: Credibility Engineering for a Machine-Readable Nation

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84% of AI citations draw on verified media as structured archiving is urged to safeguard UAE national milestones

DUBAI, UAE, Oct. 2, 2026 /PRNewswire/ — Public relations was never defined by ink, airtime or a distribution channel. It has always been earned credibility: third-party validation, stories others choose to amplify, and the ability to shape perception when the institution is not in the room. That core has not changed. What has changed, according to a study by TPRA Media on digital communications and knowledge governance, is the surface credibility now travels on.

In the UAE, that evolution is accelerating. Official releases from government departments and public entities are no longer only real-time press products. They have become sovereign knowledge assets — the ground truth from which generative AI engines answer citizens, investors and global users seeking verified insight on the nation’s socioeconomic landscape.

The shift arrives as the country advances the UAE National Strategy for Artificial Intelligence 2031 and leads MENA with a 75% enterprise AI adoption rate, according to the Arab Media in the Age of AI report by the Dubai Press Club and Deloitte. Public sector communications can no longer be measured by raw impressions. It must build persistent, verified digital authority so national achievements are protected against algorithmic hallucination and distortion.

Credibility engineering, not coverage volume

Reem Masswadeh, Strategic Communications and Reputation Management Expert at TPRA Media, said the profession’s essence is intact; only the discovery layer has moved.

“PR was never the press release. It was always earned credibility,” Masswadeh said. “Artificial intelligence does not manufacture that credibility. It identifies, validates and reorganises persistent digital signals. A government announcement now derives its value from long-term discoverability, verifiability and relevance as an algorithmic citation.”

Research across generative AI ecosystems shows chatbots draw about 84% of citations and contextual inputs from earned media and independent reporting in reputable outlets, based on analysis of more than 25 million cited links. Brand websites and paid placements barely register.

“This underlines the irreplaceable role of verified journalism in keeping large language models grounded,” she noted. “Authoritative coverage is citation fuel. Unstructured archives do the opposite: they create vacuums that models fill with unverified third-party claims.”

She said teams must leave vanity metrics behind and practise credibility engineering: building informational credit that still holds after the news cycle ends.

“Institutions no longer compete only for media space or search rankings,” she said. “They compete on the quality of their information inside a system AI tools use to answer, interpret and compare.”

The study calls this urgent in the UAE, one of the world’s most AI-saturated markets, where generative tools are becoming default discovery for a young, multilingual population. In that landscape, Masswadeh said, “traditional versus new media” collapses. What AI privileges is what strong PR has always produced: independent, authoritative signals.

From announcement to sovereign knowledge asset

The white paper concludes that official content must be archived as structured, reusable knowledge, not left as a one-day media hit. Collaboration between academic institutions and public communications bodies is required if verified national achievements are to remain the baseline for AI platforms worldwide.

Masswadeh’s test is practical: if an achievement cannot be discovered, verified and cited by a machine six months later, it has not been secured.

“PR never dies,” she said. “It evolves. In the UAE, that evolution is no longer optional. Credibility has to be engineered — or it will be inferred by someone else.”

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For the First Time, the Public Can Step Inside Walt Disney’s Personal Airplane to See Its Newly Restored Interior at Palm Springs Air Museum

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PALM SPRINGS, Calif., Oct. 2, 2026 /PRNewswire/ — For the first time the public, without being members of D23, can tour the newly restored interior of Walt Disney’s last personal airplane. Five exclusive Grumman G-1 Interior Tour Experiences are scheduled at the Palm Springs Air Museum, 745 N. Gene Autry Trail, Palm Springs, CA.

During each two-hour experience, guests will have the rare opportunity to tour the newly restored interior. The evening also includes light refreshments and a featured keynote presentation from speakers connected to the aircraft and the Walt Disney Company. Experiences are only $65 for general admission; $50 for Palm Springs Air Museum members. Kids 12 & under are free with paid adult admission. Attendance is limited, making this a truly rare experience for Disney and aviation fans alike. Tickets may be purchased online at https://palmspringsairmuseum.org/walt-disneys-gulfstream-i/. 

Doors open at 6 PM; confirmed dates and speakers are:

Saturday, October 17, 2026
Mark Malone, Former Captain, Walt Disney Productions Gulfstream I; Historical Consultant to the Aircraft Restoration
Ed Ovalle, Archives Manager, Walt Disney Archives, The Walt Disney Company

Saturday, January 16, 2027
Rebecca Cline
Director, Walt Disney Archives, The Walt Disney Company

February 20, 2027
Ed Ovalle
Archives Manager, Walt Disney Archives, The Walt Disney Company

March 6, 2027
Bob Gurr
Disney Legend and Former Walt Disney Imagineer

April 3, 2027
Ed Ovalle
Archives Manager, Walt Disney Archives, The Walt Disney Company

Plus, each event will feature its own unique, limited-edition T-shirt available for purchase that evening. For those coming from out of town, special room rates are available through https://www.hilton.com/en/book/reservation/deeplink/?ctyhocn=PSPCCHW&srpCodes=LHWP87.

The Palm Springs Air Museum contains over 80 vintage airframes from World War II, the Korean War, and the Vietnam War contained in 91,000 square feet of open hangars and on the tarmac. Additional displays and memorabilia are located throughout the hangar facilities. Hours are 10 am to 5 pm. Admission rates are $26 for adults and $24 for seniors, teens 13 – 17, and retired military. Kids 12 and under get in free with paid adult admission. Active military and immediate family are free with ID. For more info, visit PalmSpringsAirMuseum.org or call 760-778-6262 during business hours. The museum is closed Thanksgiving, Christmas and the first Saturday in February.

Media Contact: Ann Greer
ann@palmspringsairmuseum.org
(323) 363-8243 – cell

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SOURCE Palm Springs Air Museum

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