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IP Strategy Highlights ZenO's Public Beta for Real-World AI Data on Story

MWN-AI** Summary

IP Strategy Holdings, Inc. (NASDAQ: IPST) has announced the launch of ZenO, a public beta initiative within the Story ecosystem, aimed at enhancing real-world data collection for physical AI systems. By enabling users to capture first-person audio, video, and image data through smart glasses and mobile devices, ZenO emphasizes the importance of high-quality, anonymized datasets in training robotics and embodied AI. With the global robotics market projected to surpass $218 billion by 2031, there is a clear demand for robust, rights-cleared data, contrasting the limitations of AI systems trained on simulated or web-sourced data.

The initial beta phase, slated for 6 to 8 weeks, aims to validate the data capture, anonymization, and metadata structuring process, confirming ZenO's capacity to deliver a scalable data supply. ZenO is also a new participant in NVIDIA Inception, which will provide essential GPU resources and market support as it gears towards catering to enterprise demands.

Contributors to the platform are incentivized through rewards for data collection, and they stand to gain from stablecoin revenue if their datasets are sold, promoting a focus on quality data over arbitrary labeling tasks. The future development roadmap includes embedding licensing information directly onto the Story blockchain, which would facilitate streamlined revenue sharing and transparent licensing for AI training datasets.

In summary, ZenO is a strategic advance for IP Strategy, positioning the company as a pivotal player in supplying verifiable, human-sourced data for physical AI applications, thus contributing to the growing need for practical, rights-cleared datasets in an evolving technological landscape.

MWN-AI** Analysis

IP Strategy Holdings, Inc. (Nasdaq: IPST) has positioned itself at a significant intersection of artificial intelligence and blockchain technology with the public beta launch of ZenO. This initiative offers a critical solution for the burgeoning market demand for quality data collection that physical AI systems necessitate. The expected global robotics market growth to over $218 billion by 2031 underscores the importance of high-quality, rights-cleared datasets, which ZenO is uniquely positioned to provide.

Investors should monitor IPST closely as ZenO’s capabilities can address the common inadequacies found in AI models that utilize unverified or simulated data. By enabling real-world data collection via smart devices, ZenO taps into the pressing need for context-aware robotics. Moreover, the recent partnership with NVIDIA Inception enhances its technological foundation, providing essential infrastructure and fostering market accessibility.

The innovative reward structure for data contributors, which aligns financial incentives with data quality, further strengthens ZenO's potential. With contributors earning shares of future revenue from dataset sales, there exists a robust motivation for high-quality input, making ZenO a sustainable model within an industry increasingly dependent on verified data.

Furthermore, IP Strategy’s integration of their $IP tokens as a primary reserve asset showcases a novel framework for monetizing intellectual property. As the company expands its offerings and builds towards enterprise-grade data supply, it stands to gain from the rising interest in tokenized assets and automated licensing through its blockchain platform, Story.

Given these factors, investors may find IPST an enticing prospect for exposure to the next frontier of AI and robotics. However, they should remain aware of underlying market volatility and regulatory risks associated with such emerging technologies. Keeping abreast of ZenO's developments will be crucial for gauging the firm’s trajectory and its potential impact on the market landscape.

**MWN-AI Summary and Analysis is based on asking OpenAI to summarize and analyze this news release.

Source: GlobeNewswire

GIG HARBOR, Wash., March 23, 2026 (GLOBE NEWSWIRE) -- IP Strategy Holdings, Inc. (Nasdaq: IPST) (the “Company”) today highlighted the public beta launch of ZenO, a Story ecosystem project focused on real-world data collection for training physical AI systems.

ZenO enables users to capture first-person audio, video, and image data using smart glasses and mobile devices, which is then anonymized and structured for AI training. This supports the development of robotics and embodied AI systems that require real-world, rights-cleared datasets. The global robotics market is projected to exceed $218 billion by 2031, with physical AI systems increasingly reliant on large-scale, real-world datasets – highlighting the need for data that is not only high quality, but also verifiable and rights-cleared for commercial use.1

The launch addresses a recognized gap in physical AI development. Robots and embodied models trained on scraped web data or simulations struggle with everyday tasks that require real environmental context. ZenO's beta validates the end-to-end flow from capture through anonymization and structured metadata tagging, with the initial 6 to 8 week run successfully focused on proving the pipeline at scale. ZenO recently joined NVIDIA Inception, giving it access to GPU infrastructure and go-to-market support as it builds toward enterprise-grade data supply for robotics.

Contributors earn rewards for data collection, then receive a share of downstream stablecoin revenue if their datasets are sold, aligning incentives with data quality rather than one-time labeling tasks. ZenO's roadmap includes writing metadata and licensing information onto Story, enabling automated revenue distribution and transparent licensing for AI training data at the point of registration.

From IP Strategy’s perspective, ZenO represents a key step toward building scalable supply of verifiable, human-sourced data for AI systems operating in physical environments.

About IP Strategy

IP Strategy Holdings, Inc. (Nasdaq: IPST) is the first Nasdaq-listed company to hold tokens as a primary reserve asset and operate a validator for the Story Blockchain. The Company provides public market investors broad exposure to the $80 trillion programmable intellectual property economy in a regulated equity format. IP Strategy’s treasury reserve of tokens provides direct participation in the Story ecosystem, which enables on-chain registration, licensing, and monetization of intellectual property.

About Story

Story is the AI-native blockchain network powering the token and making intellectual property programmable, traceable, and monetizable in real time. Backed by $136 million from a16z crypto, Polychain Capital, and Samsung Ventures, Story launched its mainnet in February 2025 and has rapidly become a leading infrastructure for tokenized intellectual property. Story allows creators and enterprises to turn media, data, and AI-generated content into legally enforceable digital assets with embedded rights, enabling automated licensing and new markets for intellectual property across AI and entertainment.

Forward-Looking Statements

This press release contains forward-looking statements, including statements made pursuant to the safe harbor provisions of the Private Securities Litigation Reform Act of 1995. These statements may be identified by words such as “aims,” “anticipates,” “believes,” “could,” “estimates,” “expects,” “forecasts,” “goal,” “intends,” “may,” “plans,” “possible,” “potential,” “seeks,” “will,” and variations of these words or similar expressions that are intended to identify forward-looking statements. Any such statements in this press release that are not statements of historical fact may be deemed to be forward-looking statements. These forward-looking statements include, but are not limited to, the projected revenue of the global robotics market, increasing reliance on large-scale, real-world datasets for physical AI systems, the need for high-quality, rights-cleared data, and ZenO’s ability to build toward enterprise-grade data supply for robotics or represent a key step toward building scalable supply of verifiable, human-sourced data for AI systems operating in physical environments.

Any forward-looking statements in this press release are based on IP Strategy’s current expectations, estimates and projections only as of the date of this release and are subject to a number of risks and uncertainties that could cause actual results to differ materially and adversely from those set forth in or implied by such forward-looking statements. These risks and uncertainties include, but are not limited to, risks related to the volatility of the Company’s common stock and any correlation between the Company’s stock price and the price of tokens or any correlation between the Company’s stock price and activity or projects within the Story ecosystem, the legal, commercial, regulatory and technical uncertainty regarding digital assets generally, and expectations with respect to future performance and growth. These and other risks concerning IP Strategy’s programs and operations are described in additional detail in its registration statement on Form S-1 initially filed with the Securities and Exchange Commission (“SEC”) on August 26, 2025, as amended by Amendment No. 1 filed on October 16, 2025, Amendment No. 2 filed on December 12, 2025 and Amendment No. 3 filed on December 19, 2025, its latest annual report on Form 10-K, subsequent quarterly reports on Form 10-Q, and any other subsequent filings with the SEC. IP Strategy explicitly disclaims any obligation to update any forward-looking statements except to the extent required by law.

Investor Contact
(800) 595-3550
ir@ipstrategy.co

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1 https://www.mordorintelligence.com/industry-reports/robotics-market


FAQ**

How does Heritage Distilling Holding Co. Inc. plan to leverage the advancements in real-world data collection from the ZenO project by IPST to enhance its own operations or product offerings?

Heritage Distilling Holding Co. Inc. plans to leverage the advancements in real-world data collection from the ZenO project by utilizing insights to refine distillation processes, optimize product offerings, and enhance customer experiences through data-driven decision-making.

In what ways might the collaboration between Heritage Distilling Holding Co. Inc. and IPST impact the future of consumer engagement through AI-driven solutions?

The collaboration between Heritage Distilling Holding Co. Inc. and IPST could enhance consumer engagement by leveraging AI-driven solutions to personalize marketing strategies, improve customer interactions, and optimize product offerings based on data-driven insights.

What strategies could Heritage Distilling Holding Co. Inc. employ to benefit from the high-quality, rights-cleared datasets provided by IPST’s ZenO for improving its marketing or distribution processes?

Heritage Distilling Holding Co. Inc. could leverage IPST's ZenO datasets to optimize targeted marketing campaigns, enhance customer segmentation, improve distribution logistics, and personalize product offerings based on consumer preferences and purchasing behaviors.

Considering the projected growth of the global robotics market, how can Heritage Distilling Holding Co. Inc. integrate IPST’s technology to optimize its supply chain and production systems?

Heritage Distilling Holding Co. Inc. can integrate IPST's technology to enhance automation, improve inventory management, and streamline production processes, ultimately optimizing its supply chain efficiency and reducing operational costs in alignment with the growing robotics market.

**MWN-AI FAQ is based on asking OpenAI questions about IP Strategy Holdings Inc. (NASDAQ: IPST).

IP Strategy Holdings Inc.

NASDAQ: IPST

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