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90% of organisations increase AI marketing investments, but only 12% can measure real impact: Comviva Global CMO Survey Report

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NEW DELHI, June 5, 2026 /PRNewswire/ — Even as AI adoption accelerates across marketing functions, most organisations are struggling to prove its business value. Ninety percent of organisations increased their AI marketing investment over the past two years. Only twelve percent can prove it worked. This gap between expectation and actual delivery is the defining challenge of the next eighteen months of marketing leadership. Against this backdrop, Comviva has released its Global CMO Survey Report titled ‘The AI Efficiency Divide: Measuring AI’s Real Value Beyond the Hype,‘examining how marketing leaders are scaling AI while facing pressure to demonstrate tangible outcomes.

The report further underscores gaps in measurement maturity, with only 16% of marketing leaders confident in defending AI investments with clear business evidence, while many continue to rely on approximations. It also reveals limited cost visibility, as 67% of organizations are unable to determine total AI costs and 79% rely on estimates rather than precise measurement, reinforcing the disconnect between investment and measurable impact.

The Accountability Gap No One Planned For

According to the report, a significant disconnect exists between AI deployment and value realization, with most organizations lacking robust measurement frameworks.

While 35% rely on rough estimates, 32% track campaign activity without linking it to revenue outcomes, and 21% lack consistent measurement infrastructure altogether.At the same time, 86% of leadership teams are demanding stronger proof of ROI, increasing pressure on CMOs to justify AI investments with tangible business outcomes.

What’s Blocking AI Measurement?

The report identifies structural barriers that prevent organizations from effectively measuring AI impact.

Cost fragmentation is the biggest challenge, with 62% of organizations struggling as AI expenses are spread across cloud, talent, data, and vendors.In addition, 58% cite revenue attribution complexity, as AI influences multiple touchpoints, making its contribution difficult to isolate.A further 55% report a disconnect between customer experience and revenue, while 50% highlight governance and integration gaps that limit consistent measurement.

Rajesh Chandiramani, Chief Executive Officer at Comviva, said, “AI is rapidly moving from experimentation to enterprise-wide adoption, and the industry is entering a phase where accountability and outcomes will define success. Organisations will increasingly focus on connecting AI investments directly to business metrics—whether it is revenue growth, customer lifetime value, or operational efficiency. The real opportunity lies in building the right measurement frameworks and data foundations that enable this shift. Those who can translate AI from a capability into a consistently measurable business driver will be best positioned to lead in the next phase of digital transformation.”

These findings indicate that AI delivers the strongest impact when applied to use cases linked to revenue generation and real-time decision-making.

Where AI Investment Actually Pays Off

Despite these challenges, certain AI use cases are delivering clear returns.

Customer segmentation and targeting lead, cited by 57% of respondents, followed by campaign automation and optimization at 43%.Predictive personalization and recommendations, highlighted by 41%, are also driving stronger customer engagement.Pricing and offer optimization (39%) and demand forecasting (36%) further contribute to improved decision-making and revenue outcomes.

The Real Cost Equation: Revenue Drivers and Hidden Costs

While organizations are beginning to identify where AI drives revenue, they often underestimate its true cost.

Key revenue drivers include improvements in customer lifetime value (43%), acquisition efficiency (40%), and conversion rates (38%).However, cost visibility remains fragmented, with 62% tracking software and API costs and 56% accounting for cloud infrastructure.Critically, talent and integration costs are often underreported, leaving total AI investments underestimated by as much as 30–50%.

This incomplete view risks overstating ROI and misguiding investment decisions.

Why Promising AI Initiatives Still Fail

The report highlights that many AI initiatives fail to scale due to operational gaps.

Around 54% of organizations struggle to define and track deployment timelines, delaying time-to-value.Meanwhile, 57% are unable to link customer experience improvements to measurable revenue outcomes, and 58% cite challenges around explainability and trust.

These gaps suggest that success depends not just on deploying AI, but on operationalizing it effectively across speed, experience, and governance.

Access the full report here – CLICK

Media Contact: Sundeep Mehta | +91 9910030732 | sundeep.mehta@comviva.com

Logo: https://mma.prnewswire.com/media/995982/5554137/Comviva_Logo.jpg

 

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SOURCE Comviva

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Cellebrite Announces Upcoming Investor Events on June 10, 2026

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TYSONS CORNER, Va. and PETAH TIKVA, Israel, June 5, 2026 /CNW/ — Cellebrite DI Ltd. (NASDAQ: CLBT), a global leader in AI-powered Digital Investigative and Intelligence solutions for the public and private sectors, today announced that the Company plans to participate in two upcoming investor events on June 10, 2026.

Date:

June 10, 2026

Event:

Cellebrite AI Technology Talk

Overview:

A deep dive into AI at Cellebrite – from vulnerability research to internal use and
the introduction of Genesis, the Company’s new agentic AI platform for
investigations

Presentation Time:

9:00 a.m. ET

Format:

Webcast

Event URL:

https://investors.cellebrite.com/events/event-details/cellebrite-technology-talk

Webcast URL:

https://jp-morgan-tech-talk-with-cellebrite-management-oe-live-jun-2026.open-exchange.net/ 

Moderated by:

Brian Essex, CFA, executive director, J.P. Morgan

Cellebrite executives:       

Shiven Ramji, president, products & technology

Christopher Wade, chief technology officer

Evyatar Ramot, head of AI Innovation

Date:

June 10, 2026

Conference:

Mizuho Technology Conference 2026

Presentation Time:

11:15 a.m. ET

Format:

Fireside Chat

Event URL:

https://investors.cellebrite.com/events/event-details/mizuho-technology-conference-2026

Webcast URL:

https://kvgo.com/mizuho/cellebrite-di-ltd-june-2026

Cellebrite executives:       

David Barter, chief financial officer

Andrew Kramer, vice president, investor relations & treasury

About Cellebrite 
Cellebrite’s (Nasdaq: CLBT) mission is to protect communities, nations and businesses as a global leader in digital investigative and intelligence solutions. More than 7,000 global law enforcement agencies, defense and intelligence organizations and enterprises trust Cellebrite’s AI-powered software portfolio to make forensically sound digital data more accessible and actionable. Cellebrite technology allows customers to accelerate nearly 3 million legally sanctioned investigations annually, enhance sovereign security, elevate operational efficacy and efficiency, and enable advanced mobile research and application security. Available via cloud, on-premises and hybrid deployments, Cellebrite’s technology enables its customers around the globe to advance their missions, elevate public safety and safeguard data privacy. To learn more, visit us at www.cellebrite.com and https://investors.cellebrite.com and find us on social media @Cellebrite.

Investors Relations
Andrew Kramer
Vice President, Investor Relations & Treasury
investors@cellebrite.com
+1 973.206.7760

Media 
Victor Cooper
Sr. Director of Corporate Communications + Content Operations
Victor.cooper@cellebrite.com
+1 404.804.5910

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SOURCE Cellebrite

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Hitachi and Intel announce strategic collaboration to accelerate AI transformation across key industries

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TOKYO and SANTA CLARA, Calif., June 5, 2026 /CNW/ — Hitachi, Ltd. (TSE:6501, “Hitachi”) and Intel Corporation (NASDAQ: INTC, “Intel”) today announced a strategic collaboration to explore opportunities that advance physical AI, advanced computing, and next-generation digital infrastructure across manufacturing, energy, mobility and other critical industries. Through the collaboration, the companies plan to combine Hitachi’s information technology (IT) expertise, deep operational technology (OT) and product manufacturing knowledge with Intel’s advanced computing capabilities and silicon-based platforms to develop next-generation compute capabilities and industry solutions that help organizations modernize operations, improve efficiency, and build more intelligent, resilient infrastructure systems.

The companies plan to work together across five strategic pillars–foundry tools, quantum computing, energy optimization, custom silicon and edge-AI applications, and factory automation–to create new solutions and optimize existing processes.

In the area of foundry tools, Hitachi gathers high-precision data generated from its market-leading metrology systems, dimension scanning electron microscopes (CD-SEMs), as well as etching systems, on the integrated platform “ExTOPE.” Leveraging physical AI, Hitachi uses that data to enable predictive diagnostics and maintenance optimization, contributing to improved yield, shorter time to market, and enhanced quality in semiconductor manufacturing processes. For quantum computing, the collaboration will strengthen co-development efforts between R&D teams of Hitachi and Intel, accelerating the advancement of quantum technologies and creating new value. The partnership also aims to focus on energy optimization. Hitachi’s HMAX Energy will be deployed within Intel’s fabs to provide managed services for core power equipment, while Intel plans to supply high-voltage silicon chips to further improve Hitachi’s power systems. In addition, the two companies are exploring opportunities for collaboration in custom silicon, edge-AI applications and factory automation, leveraging their respective cutting-edge technologies.

“Building on more than 40 years of trust with Intel, we are delighted to launch a comprehensive strategic collaboration,” said Toshiaki Tokunaga, President & CEO, Hitachi, Ltd. “As the emergence of Physical AI brings a significant impact on our society, this collaboration will accelerate AI transformation across a wide range of industries that support social infrastructure. By combining Hitachi’s IT, OT, and products with Intel’s advanced computing capabilities, we are well positioned to advance the deployment of AI in mission-critical social infrastructure worldwide. We will also create new value in frontier fields such as quantum computing.”

“The coming wave of physical AI will transform the industrial edge of our economy through new advances in robotics, autonomous machines, and other AI edge devices,” said Lip-Bu Tan, CEO, Intel Corporation. “By combining Intel’s advanced computing and AI capabilities with Hitachi’s deep OT expertise and world class IT capabilities, we are uniquely positioned to help industries capture the enormous opportunity represented by physical AI at industrial scale. Together, we will accelerate the deployment of intelligent, real-world systems and bring the benefits of AI to more businesses and industries around the world.”

About Hitachi, Ltd.
Through its Social Innovation Business (SIB) that brings together IT, OT (Operational Technology) and products, Hitachi aims to be a global leader in continuously transforming social infrastructure through digital, contributing to a harmonized society where the environment, wellbeing, and economic growth are in balance. Hitachi operates worldwide across four sectors – Digital Systems & Services, Energy, Mobility, and Connective Industries – as well as a Strategic SIB Business Unit focused on new growth areas. With Lumada at its core, Hitachi creates value by combining data, technology and domain knowledge to solve customer and social challenges. Revenues for FY2025 (ended March 31, 2026) totaled 10,586.7 billion yen, with 606 consolidated subsidiaries and approximately 290,000 employees worldwide. Visit us at www.hitachi.com.

About Intel
Intel (Nasdaq: INTC) designs and manufactures advanced semiconductors that connect and power the modern world. Every day, our engineers create new technologies that enhance and shape the future of computing to enable new possibilities for every customer we serve. Learn more at intel.com.

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SOURCE Hitachi Americas

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UFC® AND NINJATRADER ANNOUNCE EXPANSIVE MULTIYEAR PARTNERSHIP

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NinjaTrader, a Payward company, brings the #1 rated futures platform to UFC’s global audience of more than 700 million fans, joining as Presenting Partner of Dana White’s Contender Series and Official Partner of UFC® Freedom 250 at the White House

LAS VEGAS and CHICAGO, June 5, 2026 /PRNewswire/ — UFC®, the world’s premier mixed martial arts organization, has named NinjaTrader, a Payward company and a global leader in retail futures and trading technology, the Official Futures Trading Partner of UFC. The agreement brings accessible futures trading to UFC’s global audience of more than 700 million fans across 210 countries and territories.

UFC commands one of the most engaged fan bases in the world, an audience defined by its understanding of discipline, preparation, and performing when it counts. NinjaTrader has spent more than two decades building technology that rewards those same qualities in financial markets. The partnership pairs UFC’s global platform with futures trading technology built for individuals who want to compete on the same terms as professionals.

“UFC fans understand discipline, preparation, and the pressure of performing in moments that matter, which makes NinjaTrader a perfect partner for UFC,” said Nicholas Smith, Senior Vice President, Global Partnerships, TKO. “NinjaTrader is using technology to make futures trading more accessible for individual traders, and together, we have an opportunity to provide NinjaTrader with high-impact ways to tell its story across some of UFC’s biggest moments.”

“Payward is building open, global rails for financial markets. The premise is simple. Anyone with an internet connection should have access to the same markets, on the same terms, as anyone else. No credentialing, no gatekeeping, no geography tax,” said Arjun Sethi, Co-CEO of Payward. “UFC built the equivalent system in sport. A global stage, transparent rules, performance as the only currency. 700 million fans across 210 countries and territories follow it because the standard is consistent everywhere. That is the system we aspire to in finance, and the alignment is why this partnership exists.”

Under the agreement, NinjaTrader becomes the inaugural Official Futures Trading Partner of UFC in the United States and Canada, with brand visibility extending across UFC’s global platform through live events, broadcasts, and social content. The relationship is anchored by two significant commitments: Presenting Partner of Dana White’s Contender Series and Official Partner of UFC® Freedom 250, the historic event taking place on the grounds of the White House in Washington, D.C., on Sunday, June 14.

As Official Partner of UFC® Freedom 250, NinjaTrader branding will appear in the world-famous Octagon®, across the main card broadcast, and as Presenting Partner of the official Watch Party at the Ellipse, reaching a potential 1 billion households in 210 countries and territories.

Dana White’s Contender Series is where unknown fighters earn a UFC contract through pure performance — no shortcuts, no inherited advantage — and futures trading rewards the same discipline. For more than two decades NinjaTrader has worked to lower the barriers that kept those markets out of reach for individual traders, putting institutional-grade technology in the hands of people who want to own their outcomes. That connection will come to life through fan-first activations, including trading competitions, educational experiences, and opportunities to trade alongside professional traders. These experiences will be powered by the same proprietary infrastructure used by many of the world’s leading prop firms, helping fans understand the pathway to access and trade firm-backed capital in live accounts.

As Presenting Partner of Dana White’s Contender Series, NinjaTrader becomes the exclusive Official Fight Kit Partner, with branding on the fight kits and walkout gear worn by athletes and their corner teams, with both brands collaborating on fight night content across UFC’s digital and social channels.

For Payward, NinjaTrader’s parent company spanning crypto, futures, derivatives, payments, and tokenized equities, the partnership with UFC reflects a consistent strategy: pair credible platforms with serious distribution to bring sophisticated markets to a wider audience.

For more information about the partnership, please visit NinjaTrader.com.

About UFC®

UFC® is the world’s premier mixed martial arts organization (MMA), with more than 700 million fans and approximately 363 million social media followers. The organization produces more than 40 live events annually in some of the most prestigious arenas around the world while distributing programming to an estimated 1 billion broadcast and digital households across 210 countries and territories. UFC’s athlete roster features the world’s best MMA athletes representing more than 75 countries. The organization’s digital offerings include UFC FIGHT PASS®, one of the world’s leading streaming services for combat sports. UFC is part of TKO Group Holdings (NYSE: TKO) and is headquartered in Las Vegas, Nevada. For more information, visit UFC.com and follow UFC at Facebook.com/UFC and @UFC on X, Snapchat, Instagram, and TikTok: @UFC.

About Payward
Payward, Inc. is a unified financial infrastructure platform that powers a family of products advancing an open, global financial system. Built on a single shared architecture, Payward enables customers to hold, trade, earn, pay, and invest across asset classes without friction or fragmentation. At its core, Payward provides the infrastructure layer behind Kraken and a growing set of purpose-built products, including NinjaTrader, Breakout, xStocks, and CF Benchmarks. Payward separates infrastructure from product expression. Each product surface is designed for a specific customer segment, regulatory regime, and use case, while operating on the same global foundation:

One global liquidity poolOne unified risk and margin engineOne collateral and settlement systemOne compliance and licensing framework

This shared architecture allows Payward to scale efficiently, launch new products at low marginal cost, and serve diverse global markets while maintaining consistent risk management, regulatory integrity, and operational resilience. For more information about Payward, please visit www.payward.com.

About NinjaTrader Group, LLC
NinjaTrader Group is a global leader in retail futures and trading technology. Since 2003, NinjaTrader has been empowering a community of over 3.5 million traders with cutting-edge technology, low commissions, and world-class support. Our modern, cloud-based platform, available on desktop, web, and mobile, gives traders the freedom to seize market opportunities anytime, anywhere. NinjaTrader Clearing, LLC provides direct access to the futures markets, while NT Technologies delivers new tools, seamless NinjaTrader platform integration, and institutional-grade technology to support both individual prop traders and prop trading firms. For institutions, NinjaTrader Connect delivers a comprehensive suite of B2B solutions, providing advanced technology and financial infrastructure for technology providers. For more information, visit www.ninjatrader.com.

Disclaimer: Futures trading involves substantial risk and is not suitable for everyone. Losses may exceed the initial investment. Past performance is not necessarily indicative of future results. View Risk Disclosure Statement.

NinjaTrader Clearing, LLC d/b/a NinjaTrader is a CFTC-registered futures commission merchant and an NFA Member (NFA ID: 0309379). View Disclosures: ninjatrader.com/disclosures/

Media Contacts:
UFC
ufcpress@email.ufc.com

Payward
Lauren Post
press@kraken.com

View original content to download multimedia:https://www.prnewswire.com/news-releases/ufc-and-ninjatrader-announce-expansive-multiyear-partnership-302792246.html

SOURCE NinjaTrader

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