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Customer Data Article

<hr /> Today’s marketers and brands need unfettered control over their data. They want to own and access it quickly and securely. To power that thirst for agency and extensibility, they need more consented ID backing them up. But getting there requires a cost-conscious solution that utilizes the most trusted connections across multiple providers – without the friction of any duplication.Now, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/hightouch-adds-new-ai-powered-adaptive-identity-resolution-to-its-cdp">Hightouch</a>, a composable CDP and AI Decisioning platform, has launched a new composable identity partnership with <a target="_blank" rel="noopener noreferrer" href="https://www.narrative.io/">Narrative I/O</a> that shows real potential for combining the best in data, technology, and governance.Hightouch continues to push the innovation boundaries with its customer data solutions. The company has been deploying new features regularly, including <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/hightouch-adds-new-ai-powered-adaptive-identity-resolution-to-its-cdp">AI-powered adaptive identity resolution</a> capabilities. By leveraging Narrative I/O’s data collaboration features, they’re now enabling marketers and media networks to assemble <a target="_blank" rel="noopener noreferrer" href="https://aws.amazon.com/neptune/identity-graphs-on-aws/">identity graphs</a> by combining first-party data with over 30 third-party identity providers – directly and seamlessly in <a target="_blank" rel="noopener noreferrer" href="https://www.snowflake.com/en/">Snowflake's</a> AI-powered Data Cloud.With this connection, brands and teams can activate audiences at scale across a massive cache of over 250 marketing channels, all while maintaining strict data governance controls.“Our customers consistently asked for more control over their identity data and activation strategies,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/guptakashish/">Kashish Gupta,</a> Co-Founder and Co-CEO at Hightouch. “Our Composable Identity partnership with Narrative and Snowflake answers that call – enterprises own their data, control their identity graph, and can activate audiences how they choose while maintaining strong governance over data use. It's about giving power back to the customer.”Composable strategies are still raging, particularly in the age of agentic AI. This is reflected in the <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/an-alliance-for-ai-to-unlock-trusted-agent-to-agent-ecosystems-the-mach-alliance-is-evolving">MACH Alliance’s positioning</a>, crystallizing how organizations are relying on composable, cloud-native solutions to drive AI transformation and enable greater control over data and activation. The Narrative I/O partnership also reinforces what Hightouch sees as a shift in adtech and martech away from single-vendor lock-in and dependency.There’s an important distinction with the Hightouch/Narrative I/O partnership that's worth pointing out. With most traditional identity providers, customer data is treated as a proprietary asset. But this unified solution is challenging the status quo with a deep emphasis on transparency, flexibility, and control – giving enterprises true ownership over their most valuable asset: customer data.<h3 id="powering-data-collaboration-with-identity-graphs">Powering data collaboration with identity graphs</h3>We’ve talked about identity graphs in previous articles. But it’s worth a quicker refresher given their relevant value to CDPs, data warehouses, and the goal of enhancing 360° views of customers. Identity graphs are handy tools that offer a unified picture of customers and prospects based on their interactions with a product or website across a set of devices and identifiers. They’re designed for scale, and commonly used for targeting real-time personalization and advertising across millions of users. Identity graphs are another critical resource in the pursuit of understanding the customer journey. By linking multiple types of identifiers, graphs can shape a complete view of the customer, store profile data, and easily connect new consumer identifiers to profiles. They can also be used to build CDP solutions with an emphasis on data privacy regulation and other forms of compliance. As a forward-thinking data collaboration platform, Narrative I/O enables enterprises to build, own, and control custom identity graphs using multiple best-in-class providers directly in their data warehouse – and they do it for leading brands like Afterpay/Block and Fanatics. Now, by partnering with Hightouch to deliver a composable identity solution, they’re enabling enterprises with more freedom and domain via multi-vendor identity resolution and activation.  "The enterprise identity market has been broken by vendors who want to own your data and limit how you use it," said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/tim-mahlman/">Tim Mahlman,</a> CEO of Narrative I/O. “We built Composable Identity because enterprises should control their identity graphs in their own infrastructure. But ownership without activation is just expensive data storage. Our partnership with Hightouch gives you a transparent identity graph combined with sophisticated orchestration capabilities to actually put that data to work across your entire marketing and advertising stack.”<h3 id="key-capabilities-of-a-composable-identity-solution">Key capabilities of a composable identity solution</h3>There are a few big benefits with the Hightouch/Narrative I/O partnership, starting with the core ability to create third-party identity graphs with multiple vendors. Using combined resources, enterprises will be able to deploy their own composable identity graph by combining first-party data with a wide range of purpose-built solutions through cost-optimized enrichment, accessing credit card tokens, demographic data, and specialized global providers.At the data warehouse level, enterprises will also be capable of building and controlling custom identity graphs directly in their cloud data platform with full transparency into matching logic, data quality, freshness, and match rates – all with no vendor lock-in or proprietary systems. This complete ownership in Snowflake provides further confidence at a foundational level. As mentioned, there are over 250 channels where enterprises can activate identity-enhanced audiences across web, mobile, email, and paid media platforms using <a target="_blank" rel="noopener noreferrer" href="https://hightouch.com/docs/customer-studio/usage">Hightouch’s visual audience builder</a> and <a target="_blank" rel="noopener noreferrer" href="https://hightouch.com/integrations">extensive integrations.</a> This offers comprehensive activation and scale that can meet the growing demands of marketing and media networks.Finally, to tackle data misuse and enhance global compliance, this composable identity partnership will provide automated governance at every layer with built-in compliance guardrails – leveraging Narrative's automated data usage controls, Snowflake's built-in data governance, and Hightouch's consent management.“Whether we are talking about marketers or media networks, privacy legislation and signal loss are impacting the ability to activate at scale across channels and attribute disparate impressions to outcomes to validate investment," said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/davidallenwells/">David Wells,</a> Industry Principal, Advertising and Marketing Technology at Snowflake. “The future of owned and paid media is a federation of data and identity; consented linkages that are stitched together and packaged with an intuitive audience builder that allows optimal performance as well as ownership of one's own graph.”<h3 id="the-verdict">The verdict</h3>Hightouch has already been challenging the definition of the CDP space with its unique approach to AI decisioning and 1:1 AI agent model for lifecycle marketing. Its foundational modularity is providing a good deal of flexibility to composable enterprise stacks, and its continued concentration on yielding value at the data warehouse layer is a key consideration for enterprises looking to enrich their customer data strategies.The benefits of having an identity graph solution are evident. Leading brands are motivated to own their data assets, and having a partnership with Narrative I/O that enables this at scale across multiple vendors and channels is a win-win. Further, the emphasis on security, governance, and compliance reinforces the value play for global organizations with a variety of data privacy and regulatory concerns. If you’re evaluating CDPs, composability and interoperability should be primary considerations, as well as the flexibility and extensibility afforded by a clear agent-driven strategy. But the real proof is in the customer pudding and how the investment is translating into value. If you’re looking for examples of how Hightouch is unlocking this, I’ve previously mentioned their <a target="_blank" rel="noopener noreferrer" href="https://hightouch.com/customers/petsmart">case study for PetSmart,</a> which powers the personalization story and pays it off with double-digit growth.  <figure class="media"><div data-oembed-url="https://www.youtube.com/watch?v=8y6yHkPMg6w"><div style="position:relative;padding-bottom:100%;height:0;padding-bottom:56.2493%"><iframe src="https://www.youtube.com/embed/8y6yHkPMg6w" style="position:absolute;width:100%;height:100%;top:0;left:0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe></div></div></figure> From a pricing perspective, Hightouch offers a composable, usage-based approach that challenges the legacy MTU model and user-seat dependency. As usage grows, your costs go down – so they’re delivering value at scale over the long haul. Overall, Hightouch continues to set a high bar. Whether you’re interested in leveraging their AI Decisioning or Composable CDP, it’s worth a demo and some homework around your current infrastructure and your long-term goals.  <hr /><h4 style="text-align:center" id="looking-for-guidance-on-hightouch?-talk-to-an-expert.">Looking for guidance on Hightouch? <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/contact">Talk to an expert.</a></h4><hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.61%" src="https://cmscritic.com/ms-content/uploads/2025/08/storyblok-joyconf-2025-logo.jpg" /><h4 id="storyblok-joyconf-2025"><a target="_blank" rel="noopener noreferrer" href="https://joyconf.storyblok.com/">Storyblok JoyConf 2025</a></h4>October 14-15, 2025 – Amsterdam, Netherlands November 4, 2025 – New York, NY November 6, 2025 – Los Angeles, CAJoin us at JoyConf 2025, where the future of content meets the people shaping it. Built for developers, marketers, and digital innovators, this free conference goes way beyond product updates or yet another strategy playbook. It’s where you’ll get inspired, get real, and get connected – to ideas, to the community, and to what’s possible when you build joyfully. Whether you're building lightning-fast frontends or launching cross-channel campaigns, this is where content becomes connection and collaboration becomes second nature. Come for the talks. Stay for the community. Leave with joy. <a target="_blank" rel="noopener noreferrer" href="https://joyconf.storyblok.com/">Save your spot.</a> <img style="width:28.9%" src="https://cmscritic.com/ms-content/uploads/2025/08/sitecore-symposium-2025.jpg" /><h4 id="sitecore-symposium-2025"><a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Sitecore Symposium 2025</a></h4>November 3-5, 2025 – Orlando, FLAt Sitecore Symposium, you’ll learn how to meet your customers where they are – across channels, moments, and touchpoints that didn’t exist a year ago. You’ll hear how the boldest brands in the world are transforming content into outcomes and creating experiences that are fast, relevant, and human. Join 1,500 marketers, digital leaders, and technologists in Orlando to see what’s possible when personalization scales, AI accelerates creativity, and trust becomes your competitive edge. This is the Third Wave of the Internet. And this is your moment to lead in it. <a target="_blank" rel="noopener noreferrer" href="https://symposium.sitecore.com/">Get your tickets today.</a> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FLMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

Hightouch Partners with Narrative I/O to Power Multi-Vendor Identity Resolution and Activation

matt-garrepy

<hr /> I’ve written about CDPs quite a bit. The category is rapidly evolving, particularly as data and context become more critical to the CMS and broader DXP ecosystem. There's also been the periodic acquisition of a CDP by an enterprise digital experience platform – think <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/optimizely-acquires-customer-data-platform-zaius">Optimizely buying Zaius,</a> <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/sitecore-acquires-boxever-and-four51">Sitecore absorbing Boxever</a>, and <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/contentstack-just-acquired-lytics-a-real-time-customer-data-platform-heres-why-it-matters">Contentstack adding Lytics</a> to its menu. These purchases were separated by time, but they speak to the critical need for data within their integrated offerings, especially when powering the “Holy Grail” of personalization. And as we know, that last piece is taking on a whole new urgency in the age of AI.On a more architectural level, I’ve personally been crawling through the underbelly of CDPs for years now, connecting all kinds of apps and sources, inspecting JSON packages, and worrying incessantly about MTUs – those monthly tracked users that we care so much about. Most recently, when I was working on a big cloud-based SaaS product, it was breathtaking to watch the real-time events passing into our customer data platform. But it was also alarming as you considered the scale of users and the associated price tag. Ouch.In every stack, there are multiple cost dimensions to consider, and CDPs bring their own unique challenges to the mix. Some platforms are focusing less on MTUs and zeroing in on active users, while others are embracing event-based pricing. There are also the processing resources that come in the form of compute. This is where overruns are a persistent and pesky concern. But <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/treasure-data">Treasure Data</a> is trying to change that. The intelligent customer data platform, which is built for enterprise scale and super-charged by AI, just unveiled a groundbreaking “No Compute” pricing model that completely decouples cost from processing resources. This could be the unearthing of buried treasure for users in a hunt for more efficient data solutions. This “No Compute” model is made possible by Treasure Data’s <a target="_blank" rel="noopener noreferrer" href="https://www.treasuredata.com/product/hybrid-cdp/">Hybrid CDP</a> architecture. It primarily charges for the number of unified customer profiles stored and the behavioral events associated with them. This enables brands to run unlimited queries, segmentations, and activations – all without fear of runaway bills.I caught up with Treasure Data’s co-founder and CEO, <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/kazukiohta/">Kaz Ohta,</a> who provided a bit more context. In his mind, predictable costs in a CDP should be a right, not a luxury.“Our ‘No Compute’ pricing removes the biggest barrier to full CDP adoption – cost anxiety – so every team can activate data and AI agents with confidence.”Here’s some of Ohta’s vision from 2023, which is worth a listen. He lays out the challenge surrounding loyalty during periods of economic uncertainty (which takes on a more pressing urgency today), and where a CDP can unlock potential around personalization and customer experience: <figure class="media"><div data-oembed-url="https://www.youtube.com/watch?v=88nTuVXSJ6o"><div style="position:relative;padding-bottom:100%;height:0;padding-bottom:56.2493%"><iframe src="https://www.youtube.com/embed/88nTuVXSJ6o" style="position:absolute;width:100%;height:100%;top:0;left:0" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe></div></div></figure> A lot has changed in two years, but it provides a foundation for how Ohta is steering Treasure Data towards success in an increasingly competitive market. He’s a compelling figure in the customer data landscape, and this disruptive new approach to pricing could be another element that elevates the company’s preference.<h3 id="solving-the-cdp-industry’s-cost-dilemma">Solving the CDP industry’s cost dilemma</h3>When it comes to selecting a CDP, it’s fair to say that enterprises have been in a pricing pickle. On one side, DXPs have been consuming CDP players into their pre-ordained stacks with integrated capabilities. Meanwhile, pure play solutions have been energizing their feature sets to enhance their independent relevance. Composed solutions with built-in customer data layers have some obvious advantages. But do they deliver as intended? I asked Ohta about the nuances between the DXP strategy and pure-play solutions like Treasure Data and where his company might have the upper hand. “DXPs such as <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/adobe-experience-manager">Adobe</a>, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/acquia">Acquia</a>, and <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/optimizely">Optimizely</a> take a different approach,” Ohta said. “They want to provide the complete stack. They bundle CDPs in their stack. However, we see many failed implementations of their CDP, just because leading DXPs mostly acquired their CDPs as a bolt-on solution. They are not really integrated. While I see the vision of DXPs, the execution of DXPs are poor: they, in reality, are Frankenstein stacks and a collection of different businesses – and that’s why buyers are not happy with them.”Within these shifting business dynamics, pricing is a key consideration and fraught with challenges. Buyers are faced with a choice between packaged CDPs that focus on metering the number of profiles and compute, or composable-only CDPs that primarily meter the number of profiles and shift the processing burden to a cloud data warehouse, creating potentially unpredictable query charges.Treasure Data’s new pricing model attempts to end this trade-off by separating economics from compute location. Customers get transparent pricing based primarily on the number of real-time, resolved customer profiles managed and the volume of associated behavioral events – think website visits, mobile app usage, email activities, and the like. “The true value is no longer just in data storage and movement, but in the intelligence you apply to it,” said Ohta. “Treasure Data is infused with AI everywhere, and now our customers pay for the value they get from AI-driven outcomes like better personalization, predictive insights, and campaign optimization – not for the underlying compute cycles.”In an age where CDPs and data warehouses need to align in all the right ways, Treasure Data is providing an optimal solution. Whether workloads are running in its high-performance database engine or inside a customer’s CDW environments, enterprise teams get the same consistent experience without having to consider infrastructure or cost complexities. In this way, it’s a bit of a godsend.I asked Ohta how this new approach to Treasure Data’s pricing model came about and how users are receiving it thus far. “Our largest customers have trillions of records and hundreds of millions of profiles managed with Treasure Data,” he said. “We pioneered this pricing model with them in the last few years and renewed their contracts under these terms. It’s worked well and now we’re rolling it out to other customers.”<h3 id="powered-by-hybrid-cdp-architecture">Powered by Hybrid CDP architecture</h3>Flexibility is a keystone attribute for any software solution. Composability can deliver on this promise, but there are instances where customers might want a hybrid approach over purely composable architectures based on specific use cases. Treasure Data conducted some research around the preference for a hybrid CDP architecture, where IT teams can choose the optimal processing environment to meet their needs. Based on its global survey of CDP buyers, 65% wanted a hybrid approach (edging up to 69% in the US). In the same report, a much smaller portion opted for packaged or composable architectures.I asked Ohta how this reinforces Treasure Data’s position.“While people talk a lot about the composable stack, the majority of buyers want choice and flexibility,” he said. “An enterprise has multiple brands, businesses, regions, and departments where they have different levels of martech and data maturity. Customers are asking to have choice over their architecture, anchored in a CDP or in a data warehouse, per brand, region, etc. Composability on its own requires the right engineering resources around, but hybrid lets you have the best of both worlds.”How does Treasure Data’s unique Hybrid CDP architecture empower IT teams with choice? In two ways: First, they can leverage its Complete Mode, where Treasure Data provides the complete CDP solution – journey orchestration, segmentation and activation, ID unification, batch and real-time connectors, storage and compute – so you can implement it as a single source of truth.There’s also a Composable Mode. Designed for more mature data engineering organizations, where a cloud data warehouse already exists as a single source of truth, Treasure Data builds a real-time cache of the customer 360 view from the CDW for instant customer data activations.One of Treasure Data's key advantages is implementing the optimal processing environment based on preferences and use case suitability. This dual-mode approach helps preserve governance, maximize CDW ROI, and guarantee sub-second performance for time-sensitive engagement. All solid benefits.<h3 id="availability-and-pricing">Availability and pricing</h3>According to Treasure Data, the new “No Compute” pricing model is generally available today for new customers and existing ones who want to make the move. It’s worth noting that there are multiple options for deploying Treasure Data, including <a target="_blank" rel="noopener noreferrer" href="https://aws.amazon.com/marketplace/pp/prodview-jrcyyln5ecfgi">through the AWS Marketplace.</a> How do the pricing benefits translate in the real world? That’s the real question. The mechanics of the model make sense, and as Ohta said, they’ve seen success with existing users. Those metrics could be part of an upcoming webinar on <a target="_blank" rel="noopener noreferrer" href="https://www.brighttalk.com/webcast/15379/650390">The Power of a Hybrid CDP: Connected Experiences with Predictable Costs</a>, which is being held on September 8th.Obviously, a CDP’s total cost is a product of its usage, and this new model presents a big shift in how that functions. As far as assessing just how impactful this might be in your own stack, you’ll need to contact Treasure Data for a personalized cost analysis. There are different features composed into various packages across the CDP product landscape, so be sure to specify your goals when engaging with their pricing team – and do your homework on available integrations and warehouse options.From a security and compliance perspective, Treasure Data has a <a target="_blank" rel="noopener noreferrer" href="https://trust.treasuredata.com/">trust and security center</a> that includes all of its artifacts. It’s robust, but it’s always worth a look to ensure that you’re meeting the proper data privacy and regulatory requirements. There’s also an option to conduct a security review.<h3 id="why-it-matters">Why it matters</h3>The CDP space is heating up as the market evolves and data warehouses take on an elevated role. Organizations are struggling to turn these resources into action, and leverage CDPs to power their personalization and customer 360 efforts. Despite the consolidation within the DXP category, pure play solutions are finding value with new features – and now, new pricing models that are strengthening their posture within the composable stack.  With Treasure Data’s new “No Compute” pricing, customers are more empowered to utilize their CDP. It allows them to explore and assemble multiple segments, run various queries, and leverage its on-board AI agents – all without compute costs weighing them down. That means they’re free to align around outcomes that really matter to them, like the number of unified profiles and the behavioral events resulting from their marketing efforts.On that topic, marketers using Treasure Data will also have more latitude to keep their existing CMS or DXP and their data warehouse – and still get real-time, AI-powered engagement at a predictable cost with a CDP that integrates with all these tools. This core flexibility is a key competitive advantage for Treasure Data within the pantheon of customer data platforms. As Ohta said, AI is a big part of the feature set for marketers and enterprises. But cost anxiety is a major pain point – and they’re helping to overcome that challenge.“Our hybrid architecture blends historical depth with live behavioral data for sub-second personalization, all in a no-code, self-service environment for marketing teams,” he explained. “It’s about giving marketers the speed, insight, and freedom to act on every moment of opportunity without budget surprises.” <hr /> <h3 id="upcoming-events">Upcoming Events</h3> <img style="width:31.44%" src="https://cmscritic.com/ms-content/uploads/2025/08/cms-kickoff-2026-logo.png" alt="" /><h4 id="cms-kickoff-2026"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">CMS Kickoff 2026</a></h4>January 13-14, 2026 – St. Petersburg, FloridaMeet industry leaders at our fourth annual CMS Kickoff – the industry's premier global CMS event. Similar to a traditional kickoff, we reflect on recent trends and share stories from the frontlines. Additionally, we will delve into the current happenings and shed light on the future. Prepare for an unparalleled in-person CMS conference experience that will equip you to move things forward. This is an exclusive event – space is limited, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmskickoff26">so secure your tickets today.</a>

Treasure Hunt: 'No Compute' Model from Treasure Data Promises More Predictable Pricing with Hybrid CDP 

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Hightouch Partners with Narrative I/O to Power Multi-Vendor Identity Resolution and Activation

Treasure Hunt: 'No Compute' Model from Treasure Data Promises More Predictable Pricing with Hybrid CDP