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News about Artificial Intelligence

<a target="_blank" href="https://cmscritic.com/critics/michael-spenceley">Michael Spenceley</a> is Leader, Learning &amp; Content Standards - Innovative Medicine at <a target="_blank" href="https://www.jnj.com/">Johnson &amp; Johnson</a> and a CMS Critic Contributor. <hr />If you're a content professional, you've likely spent much of your career focused on how to govern the accuracy and quality of content. As Generative AI (Gen AI) has entered our collective corporate consciousness, our content is now under a microscope. If you have outdated or inaccurate content, Gen AI will bring it into focus for all to see. On one hand, this will lead to uncomfortable conversations for those who are responsible for the accuracy of content, but this also presents a significant opportunity for content professionals. Here's a conversation I’ve had a few times lately: Business Leader: “We have all this content, if we put it in a Gen AI tool, won’t that make it easier for people to get answers, reduce call center volume and create a better experience for our employees and customers?”Technologist: "Yeah, we can do that. We can integrate your CMS or knowledgebase with our Gen AI platform."Business Leader: “Michael, what do you think?”Me: "Well, I think there are more questions we need to ask. Do we have quality content to feed into the Gen AI experience? Do we have the right level of governance to ensure accuracy? Do we have clear roles and responsibilities for those who own content feeding into Gen AI? Is the ROI sufficient to invest the time and money to do this right?”  Business leaders are now recognizing the importance of good content to enable an effective Gen AI experience for employees and customers. Getting content governance right, especially in large organizations, takes lots of people, rigorous processes, clear roles and responsibilities and accountability. Here are three things all content professionals should focus on as Gen AI initiatives take center stage: <h3 id="1.-keep-moving,-even-when-it's-not-perfect">1. Keep moving, even when it's not perfect</h3>Be agile and be okay with imperfection. If you wait to use Gen AI until you've solved all your content governance problems, you will never start. Come up with an approach that works for your organization.  I see it as a two-pronged approach. First, what steps do you take right now to keep Gen AI moving? At this stage, you don't know what will work so keep it simple. Second, while you're doing that, plan for the long-term. To scale your approach, what tech do you need, what integrations and what processes need to be in place? Here’s a real example of what I’ve tried in my organization:When we need content for a new Gen AI use case, we follow this process:<ul><li>Identify – Identify relevant content that already exists. </li><li>Validate – Analyze content to ensure we have the most current version and it’s the correct level of detail.</li><li>Remediate – Work with subject matter experts to update content that is out of date and create new content to fill any gaps.</li><li>Extract – Technical team extracts content from our source system to ingest into Gen AI. </li><li>Monitor &amp; Update – Leverage existing reporting and processes to determine when content needs to be updated in the Gen AI tool.</li></ul>This is a largely manual process, but it works for now and as we refine it, we're planning for how best to scale it in the future and reduce manual effort through integrations and automation. <h3 id="2.-get-the-right-people-involved-">2. Get the right people involved </h3>If you're a content professional or a SME who owns content, speak up and get involved in Gen AI initiatives. You know things that are important to this process that others may not know. If you're not a content professional and you're on the technical side of Gen AI, don't go it alone. While you can probably get your hands on some content to start, there is a chance that there's a lot you don't know about the content. When assessing content for accuracy and relevance, there can be many nuances, especially in large global organizations. Additionally, content teams already have processes in place to source and update content, and they have relationships with the subject matter experts who can validate content. Rely on content professionals and SMEs to tell you which content is ready for Gen AI and what steps need to be taken to prepare content. Here’s a real example of what I’ve tried in my organization:We established weekly touchpoints that include a combination of content, IT and business process owners. The content team drives the identify, validate, remediate, extract, and monitor process. The content team works with SMEs and content owners to validate content accuracy and remediate gaps. Our IT partners ingest content into the Gen AI tool and train the model. This ensures that this work is connected to our existing content governance process and isn't seen as additional work for content and process owners. We have one source of truth, one process and one governance model for content. Gen AI is just an additional channel where the content is being consumed. This could change in the future, but leveraging existing processes and infrastructure is an effective way to get things moving quickly.    <h3 id="3.-seize-the-opportunity-to-get-resources-and-support">3. Seize the opportunity to get resources and support</h3>In large organizations, content governance has often not gotten the time and attention it deserves, beyond a small group of content professionals. In the short time I've been working on this, I have learned that this connection between content and the success of Gen AI, is logical but isn't always obvious. It's on us, as content professionals, to speak up, get involved and make the case. Here’s a real example of what I’ve tried in my organization:We engaged with leaders and content owners to help them understand how our content will make or break our journey with Gen AI and are weaving Gen AI into our strategic vision for the future of content. We’re defining requirements for how our content needs to be structured and stored in the future to enable a good Gen AI experience.  Specifically, how to simplify and componentize content with component-level metadata. We’re also defining future-state content governance and what that takes from a resource standpoint. This includes how we drive greater accountability and create clearer roles and responsibilities for our content professionals and content owners to ensure content accuracy. <h3 id="conclusion">Conclusion</h3>As with anything new, there are still more questions than answers. Here are a few questions that content professionals should be thinking about:<ul><li>I’ve been on a mission to promote the idea that less content is more. Will a minimalist approach to content work in the age of Gen AI? </li><li>Many people challenge the accuracy of information coming from Gen AI. What role might content professionals play to change that perception? </li><li>Will content structure, metadata and governance still matter as Gen AI gets more advanced?</li></ul>I’m sure we’ll continue to debate these questions in the coming years. This space is evolving quickly, and I'm confident there will be advancements to make it easier in the future. Given the technology and resource constraints that all organizations are dealing with, these are some practical things to consider as you embark on your Gen AI journey. For now, it’s going to be messy, and that’s okay. Seize this opportunity to elevate your role as a content professional in your organization.    <hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:30.46%" src="https://cmscritic.com/ms-content/uploads/2024/11/cms-summit-25.png" alt="" /><h4 id="cms-summit-25"><a target="_blank" href="https://www.boye-co.com/conferences/cmssummit25">CMS Summit 25</a></h4>May 13-14, 2025 – Frankfurt, GermanyDon't miss the first European edition of our prestigious international conference dedicated to the global content management community! CMS Summit 25 will bring together top-notch speakers, our renowned learning format, and engaging social events. Hear from leading practitioners like Deutsche Bahn, Dr. Oetker, and more – and join customers, agencies, and CMS vendors as we discuss current trends and what's ahead for the content and digital experience fields. Connect and network at the only vendor-neutral, in-person conference focused on CMS. Space is limited for this exclusive event, <a target="_blank" href="https://www.boye-co.com/conferences/cmssummit25">so book your seats today.</a> <img style="width:31.83%" src="https://cmscritic.com/ms-content/uploads/2025/01/cms-connect-2025-logo.png" alt="" /><h4 id="cms-connect-25"><a target="_blank" href="https://www.boye-co.com/conferences/cmsconnect25">CMS Connect 25</a></h4>August 5-6, 2025 – Montreal, CanadaWe are delighted to present the second annual summer edition of our signature global conference dedicated to the content management community! CMS Connect will be held again in beautiful Montreal, Canada, and feature a unique blend of masterclasses, insightful talks, interactive discussions, impactful learning sessions, and authentic networking opportunities. Join vendors, agencies, and customers from across our industry as we engage and collaborate around the future of content management – and hear from the top thought leaders at the only vendor-neutral, in-person conference exclusively focused on CMS. Space is limited for this event, <a target="_blank" href="https://www.boye-co.com/conferences/cmsconnect25">so book your seats today.</a>

Generative AI is Making Content King Again

michael-spenceley

<hr /> The martech landscape is, in a word, messy. And we don’t need <a target="_blank" rel="noopener noreferrer" href="https://chiefmartec.com/2025/05/2025-marketing-technology-landscape-supergraphic-100x-growth-since-2011-but-now-with-ai/">Scott Brinker’s 2025 Supergraphic</a>, now a breathtaking pointillist painting of 15,384 discrete solutions, to tell us how confusing this morass has become.Marketers know this truth all too well. Data lives everywhere, scattered across CRMs, analytics dashboards, customer data platforms, CMSes, and dozens of other tools. Getting a complete view of their customers and campaigns has become a struggle, if not impossible.Along comes AI, and with it, the promise of finally unlocking personalization at scale with automated variants and streamlined workflows. But despite the eagerness of non-technical marketers to tap the fabric of AI, the lack of unified data has been a barrier to success. As such, their efforts are falling flat, and their content strategies feel more reactive than revolutionary.But <a target="_blank" rel="noopener noreferrer" href="https://www.databricks.com/">Databricks</a> might have an answer to this conundrum. The cloud-based data and AI company recently announced the launch of its new Data Intelligence for Marketing solution, which combines its popular <a target="_blank" rel="noopener noreferrer" href="https://www.databricks.com/product/data-intelligence-platform">Data Intelligence Platform</a> with a library of out-of-the-box integrations – connecting its capabilities to an ecosystem of leading marketing solution providers. Data Intelligence for Marketing leverages the proven power of Databricks to amplify and accelerate successful outcomes. By weaving AI across a bench of trusted marketing partners like <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/adobe-experience-manager">Adobe</a> and <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/salesforce">Salesforce</a>, anyone can access insights, personalize experiences, and run more effective marketing – all from a single, unified platform. “We’re launching Data Intelligence for Marketing to ensure every marketer, regardless of technical background, can get the data they need to make smarter decisions faster and run relevant, efficient campaigns,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/rischultz/">Rick Schultz</a>, CMO at Databricks. “By unifying customer and campaign data and using AI to reason on that data, this platform enables real-time, conversational analytics for marketers. This empowers marketers to make financially impactful decisions faster and drive more effective and efficient campaigns. It’s what marketers need to compete in today’s data-driven era.”Already deployed in global brands as the data and AI foundation for their broader martech stack, Data Intelligence for Marketing is giving teams an AI pathway that’s bolstered by Databricks. By combining customer and campaign data in real time, marketers can sidestep the complexities, self-serve deeper insights, and develop more relevant and efficient campaigns at scale. <h3 id="powered-by-an-ai-“brick-house”">Powered by an AI “brick house”</h3>Over the last few months, we've been covering the data frontier extensively, focusing on some big moves that vendors like <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</a> and <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/u-cant-touch-this-cdp-hightouch-nails-80m-series-c-to-power-its-ai-decisioning">Hightouch</a> have made in purchasing or expanding their data capabilities at the DXP and CDP levels. In a composable world, increasingly more tools are being leveraged to augment digital experience stacks. And as <a target="_blank" rel="noopener noreferrer" href="https://chiefmartec.com/2025/05/2025-marketing-technology-landscape-supergraphic-100x-growth-since-2011-but-now-with-ai/">recently codified on Martech Day</a>, AI has been a catalyst for significant growth in multiple dimensions, and data is the elemental fuel for the fire.Databricks is part of the growing <a target="_blank" rel="noopener noreferrer" href="https://www.databricks.com/product/data-lakehouse">data lakehouse</a> and <a target="_blank" rel="noopener noreferrer" href="https://docs.databricks.com/aws/en/sql/">data warehouse</a> ecosystems, and the company has been on a meteoric rise. Founded in 2013 by the original creators of <a target="_blank" rel="noopener noreferrer" href="https://aws.amazon.com/what-is/apache-spark/">Apache Spark</a> – an open-source, distributed processing system used for big data workloads – Databricks is a unified analytics platform for building, deploying, sharing, and maintaining enterprise-grade data, analytics, and AI solutions at scale. Why all the fuss? Because data systems are big – and only getting bigger. Enterprises are struggling to keep up, and marketers are drowning in the overflow. Databricks helps to unify and simplify this riptide of complexity by providing a fast, cost-effective, and highly scalable solution. There’s also the inherent flexibility. Databricks lives on top of existing cloud infrastructure, whether it’s <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/aws">AWS</a>, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/microsoft-azure">Azure</a>, <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/google-cloud-platform">GCP</a>, or even a multi- or hybrid cloud combination. The Databricks Data Intelligence Platform integrates with cloud storage and security in a user’s cloud account, and automates the management and deployment of cloud infrastructure. The Apache Spark heritage is also a key asset, providing both speed and efficiency for large-scale data processing. Databricks is a clear innovator in the expanding AI landscape, and its Data Intelligence Platform is unlocking possibilities for leading global brands. Now, with the advent of its new marketing integrations, it’s making the promise of AI more attainable. <h3 id="unlocking-the-ai-potential">Unlocking the AI potential</h3>Marketers are hungry for AI. But they’re also cautiously optimistic – and sometimes, downright resistant. According to a <a target="_blank" rel="noopener noreferrer" href="https://www.brafton.com/ebooks/state-of-ai-adoption-in-marketing-teams/?utm_campaign=Saturday&amp;utm_medium=email&amp;_hsenc=p2ANqtz--48LEY4V7WS3TcqHusrz9uJnUfJvH4bm3wYAx3hp-ielN7erV5V2wcizL8Uj3799cBZDwg_w2BJDU4owusHJWCG2UU6JFEKW2HxlMkN9NjMoXNhnw&amp;_hsmi=361878176&amp;utm_content=361870430&amp;utm_source=hs_email">recent survey conducted by Brafton</a>, AI tools are creating a lot of difficulty, even if the potential for value is clearly understood. This is especially true for marketers, who have mixed feelings about the role of AI in their content and marketing operations. On the upside, there’s been an abundance of adoption for streamlining manual tasks. But the struggle is real: Over half of Brafton’s respondents admit to challenges with content personalization, and a quarter find it difficult to generate specific content formats. Some of the friction with onboarding and managing AI tools is also a contributing factor. It can take time to assess AI platforms from a usability and performance perspective, and fully leveraging the capabilities can take time. There’s also the need to create the right internal policies and governance for marketing teams – and how they should use AI-powered resources or generated content. This also includes navigating the complexities of external regulatory requirements for data privacy. Finally, there’s the soft challenge: marketers are underwater. <a target="_blank" rel="noopener noreferrer" href="https://www.marketingweek.com/career-overwhelmed-emotional-exhaustion/">According to a recent survey</a>, over half of them feel overwhelmed, undervalued, and emotionally exhausted. While AI has the propensity to complicate the matter, it could also be part of the solution.This is where simplification is essential, and Databricks stands to make its greatest impact. By connecting marketing data substantively, marketers can streamline processes and insights in new ways, giving them greater confidence in their strategies. Adding conversational analytics further eases the complexity of engaging with data and cutting through the noise. <h3 id="leveraging-key-partnerships-to-scale-ai">Leveraging key partnerships to scale AI</h3>Along with unifying marketing data, Databricks is democratizing broad insights for everyone. Now, marketers can easily access a complete view of customers and campaigns to improve segmentation, personalization, and conversion. With on-board AI that reasons on your customer and campaign data and understands the semantics of your business, enterprises can empower every marketer – not just technical teams – with tools to explore and act on data in real time. And by integrating with meaningful tools, Databricks can help streamline and accelerate the overall AI horizon.Built with open standards and out-of-the-box integrations, Databricks allows marketing teams of all sizes to maximize the value of their existing martech tools and services. The company has partnered with industry-leading technology platforms across multiple categories like analytics, customer data platforms, data management, customer engagement, data privacy, and more:<ul><li><a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/adobe-experience-manager">Adobe</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://amperity.com/">Amperity</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://www.braze.com/">Braze</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://www.getcensus.com/">Census</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://deepsync.com/">DeepSync</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://www.epsilon.com/us">Epsilon</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/hightouch">Hightouch</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://www.onetrust.com/">OneTrust</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/salesforce">Salesforce</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://snowplow.io/">Snowplow</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://tealium.com/">Tealium</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://www.uniphore.com/">Uniphore</a></li></ul>Databricks has also aligned with key integrators to provide custom solutions and consulting expertise in critical areas like data decisioning, data science, customer analytics, and AI solutions for specific industry verticals:<ul><li><a target="_blank" rel="noopener noreferrer" href="https://celebaltech.com/">Celebal Technologies</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://www2.deloitte.com/us/en.html">Deloitte</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://www.latentview.com/">LatentView</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://lovelytics.com/">Lovelytics</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://www.slalom.com/us/en">Slalom</a></li><li><a target="_blank" rel="noopener noreferrer" href="https://www.tredence.com/">Tredence</a></li></ul>Given the challenges and resistance marketers face in the shift to AI, this partnership model provides a unique asset for marketing organizations. It helps ensure seamless workflows and innovation at scale while helping businesses unlock the full potential of their marketing data.<h3 id="realizing-value-with-data-intelligence-for-marketing">Realizing value with Data Intelligence for Marketing</h3>For marketing professionals, it’s all about efficiency. AI can’t be part of the problem, and Databricks is working to address that. With Data Intelligence for Marketers, teams can adopt AI quickly with fewer barriers––allowing them to run more effective campaigns using real-time, accurate data to power recommendations, triggers, and automation they can trust.Marketing teams at leading global brands are already seeing the impact of Data Intelligence for Marketing while maintaining compliance with global privacy standards like GDPR and CCPA. Based on figures from highly visible customers, the investment appears to be paying off. For example, <a target="_blank" rel="noopener noreferrer" href="https://www.databricks.com/customers/skechers">Skechers</a> – the global footwear brand – uses <a target="_blank" rel="noopener noreferrer" href="https://www.uniphore.com/products/actioniq/">ActionIQ</a>, a composable CDP, with Databricks. The combo helps personalize customer journeys that boost lifetime value, resulting in a 324% increase in CTRs, a 68% decrease in CPC, and a 28% increase in return on ad spend.<a target="_blank" rel="noopener noreferrer" href="https://hightouch.com/customers/petsmart">PetSmart</a>, a leading pet retailer, also tapped Hightouch on Databricks. By juicing the CDP capabilities with AI, the company’s marketing team orchestrates personalized journeys at unmatched scale while powering its broader marketing and loyalty initiatives. “We’re syncing millions of records directly to SFMC every single day to orchestrate personalized journeys for the 65+ million members in our loyalty program,” said <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/tinotomasone/">Tino Tomasone,</a> Senior Manager, Database &amp; Audience Management at PetSmart. “We’re powering thousands of audiences and over four billion emails every year, and that’s not even factoring in what we do across other channels.”<h3 id="why-it-matters">Why it matters</h3>We all live in a data-driven world, and it's getting spicy. Digital leaders are feeling the heat, but data intelligence platforms are providing a life ring of enhanced data management and insights. By employing AI models to deeply understand the semantics of enterprise data, brands and organizations are deriving faster insights, optimizing their decision-making, and scaling data analytics workflows with ease.Marketers stand to benefit significantly from AI-powered systems that unify data. That said, AI fatigue is a real phenomenon. And while marketers are wrestling with the need for more AI, they’re also struggling with onboarding greater complexity. What we need is less confusion, so marketers can do their jobs more efficiently. That’s where Databricks is potentially easing the burden. As an AI pioneer, the company has long focused on the essential layers of data that power effective AI. With its Data Intelligence for Marketing, it now brings the best capabilities of data lakehouse architecture to unify data, analytics, and AI while simplifying the value for marketers. Databricks is also greasing the wheels with purpose-built integrations that align with data-centric platforms and applications. They're also balancing the complexity equation by partnering with SIs and consultancies that can provide a foundation through the journey, which includes the perilous challenges surrounding data privacy and governance. This all translates into greater confidence and fewer limiting concerns when it comes to scaling marketing programs with AI.I have questions about the fabric of the partnership model and the roadmap for future additions, but harnessing AI successfully requires expertise – and this feels like the right approach for delivering product and support.From a content and digital experience perspective, we’re already seeing the potential for evolution. CDPs have been crucial components in the DXP composition, and Databricks is helping to augment their value through tangible use cases. This could have big implications for the CMS and DXP landscape as platforms continue to innovate with AI along a composable edge. One of the things I really like about Databricks is the spectrum of usability. At its core, it's designed to simplify the modern data stack by eliminating data silos and facilitating data access and insights. But it does this for everyone, whether you’re a non-technical marketer or a data scientist immersed in deep learning. This announcement is relatively fresh, so we can anticipate more details to emerge. In the meantime, do the intelligent thing with this data – and check it out.   <hr /><h4 style="text-align:center" id="looking-for-guidance-on-databricks?-talk-to-an-expert.">Looking for guidance on Databricks? <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:33.07%" src="https://cmscritic.com/ms-content/uploads/2025/05/contentcon25-logo-1747412490394.png" /><h4 id="contentstack-contentcon-25"><a target="_blank" rel="noopener noreferrer" href="https://www.contentstack.com/contentcon">Contentstack ContentCon 25</a></h4>June 3-5, 2025 – Chicago, USAThe future of digital is waiting for you! Contentstack presents ContentCon, the premier event for digital teams and industry leaders who are reimagining the future of digital experiences. Join us for two days of transformative presentations and workshops designed to help you put personalization and AI strategies into action. <a target="_blank" rel="noopener noreferrer" href="https://contentcon2025.site.zuddl.com/">Register today! </a> <img style="width:31.83%" src="https://cmscritic.com/ms-content/uploads/2025/01/cms-connect-2025-logo.png" alt="" /><h4 id="cms-connect-25"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmsconnect25">CMS Connect 25</a></h4>August 5-6, 2025 – Montreal, CanadaWe are delighted to present the second annual summer edition of our signature global conference dedicated to the content management community! CMS Connect will be held again in beautiful Montreal, Canada, and feature a unique blend of masterclasses, insightful talks, interactive discussions, impactful learning sessions, and authentic networking opportunities. Join vendors, agencies, and customers from across our industry as we engage and collaborate around the future of content management – and hear from the top thought leaders at the only vendor-neutral, in-person conference exclusively focused on CMS. Space is limited for this event, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmsconnect25">so book your seats today.</a>

From Data Chaos to Campaign Clarity: Databricks Delivers AI for Marketers

matt-garrepy

<hr /> At <a target="_blank" rel="noopener noreferrer" href="https://cts.businesswire.com/ct/CT?id=smartlink&amp;url=https%3A%2F%2Fmachalliance.org%2Fevents%2Fcomposable-conference-25&amp;esheet=54242130&amp;newsitemid=20250423626378&amp;lan=en-US&amp;anchor=The+Composable+Conference+2025&amp;index=3&amp;md5=43a1cfa7eaa4a3566b2d9ca6d14dae9d">“The Composable Conference 2025”</a> this week, the topic of AI permeated almost every session and sidebar conversation. Based on my connections with attendees, it’s clear that many organizations have already invested heavily in their own strategies with varying results. Meanwhile, some businesses are still searching for the right place to start their journey.Now, the <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/the-composable-conference-2025-takes-shape-as-mach-alliance-announces-speakers-and-new-events">MACH Alliance</a> is providing a helping hand across the lifecycle, built on the terra firma of composability. The Alliance – a not-for-profit industry body dedicated to advocating for open, best-in-class technology ecosystems – just unveiled its new <a target="_blank" rel="noopener noreferrer" href="https://cts.businesswire.com/ct/CT?id=smartlink&amp;url=https%3A%2F%2Fmachalliance.org%2Fmach-ai-exchange&amp;esheet=54242130&amp;newsitemid=20250423626378&amp;lan=en-US&amp;anchor=MACH+AI+Exchange&amp;index=2&amp;md5=2db441d6ec823188692b0030ff55277b">MACH AI Exchange</a>, a professional peer network focused on guiding real-world AI implementation for enterprise companies. The program, which was launched during this week’s conference, was inspired by a recent Alliance study that codifies the value of MACH in streamlining and accelerating AI adoption. According to the <a target="_blank" rel="noopener noreferrer" href="https://cts.businesswire.com/ct/CT?id=smartlink&amp;url=https%3A%2F%2Fmachalliance.org%2Fglobal-annual-research&amp;esheet=54242130&amp;newsitemid=20250423626378&amp;lan=en-US&amp;anchor=2025+MACH+Alliance+Global+Annual+Research&amp;index=4&amp;md5=8b35e7c9765b71263fa3b549fb481c06">2025 MACH Alliance Global Annual Research</a> report, 77% of organizations well into their composable journey are using AI. That’s compared to only 36% of those new to MACH. The data suggests that MACH's flexible, connected, and open foundation could translate into successful AI outcomes.<h3 id="implementing-ai-solutions-at-scale">Implementing AI solutions at scale</h3>As part of its rollout, the MACH AI Exchange will launch with three founding members who are leaders in their field. This includes <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/karlrh/">Karl Hampson</a>, CTO, Data &amp; AI at <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/company/valtech/posts/?feedView=all">Valtech</a>; <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/vikasjain2007/">Vikas Jain</a>, Director, US Retail &amp; Consumer Ecosystem Portfolio at <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/showcase/google-cloud/posts/?feedView=all">Google Cloud</a>; and <a target="_blank" rel="noopener noreferrer" href="https://www.linkedin.com/in/thexunwang/">Xun Wang</a>, CTO at <a target="_blank" rel="noopener noreferrer" href="https://cmscritic.com/products/bloomreach">Bloomreach</a>.Core to its charter, the network’s mission is to support enterprise businesses as they implement AI solutions at scale. This includes the bleeding-edge realms of generative and agentic AI technologies. The MACH AI Exchange will accelerate a knowledge base of technical insights, architectural patterns, and implementation methodologies that can significantly reduce integration risk and accelerate deployment timelines.“AI thrives on structured, real-time data, and enterprise architectures face heightened challenges as AI workloads dynamically scale,” said Vikas Jain, founding member and Director of Google Cloud’s U.S. Retail &amp; Consumer Ecosystem portfolio. “The MACH AI Exchange will enable the convergence of composable principles and AI capabilities to help technical leaders establish a competitive advantage through architectural innovation.”<h3 id="who-can-join?">Who can join?</h3>According to the press release, the peer-to-peer community is open to those implementing AI in enterprise systems. This includes engineers, architects, and strategists integrating AI into workflows, builders and innovators shaping AI in MACH environments, and problem solvers pushing AI forward in business technology.“Enterprise stacks weren’t built to handle the constant innovation of the AI era, but that also doesn’t mean we need to start from scratch, either,” said Xun Wang, founding member, CTO of Bloomreach. “Just like MACH de-risks change by making technology adaptable, open, and connected, AI adoption requires the same foundation. In the MACH AI Exchange, members will share what works, what breaks, and how to de-risk AI adoption without common AI buzzwords and hype.”<h3 id="why-it-matters">Why it matters</h3>As AI continues to ripple across our roadmaps, enterprises are struggling to separate the hype from the hope. Regardless of where an organization is on its AI maturity lifecycle, guidance continues to be a missing link – and without it, many businesses risk missing the mark on AI’s full potential.Buoyed by a MACH foundation, it’s evident that organizations can leverage a composable posture to accelerate and streamline their plans. But more importantly, the MACH Alliance is providing valuable industry insight to help mitigate risk and guide the journey. This layer of human expertise could be a critical differentiator.To learn more about the MACH AI Exchange, visit <a target="_blank" rel="noopener noreferrer" href="https://cts.businesswire.com/ct/CT?id=smartlink&amp;url=https%3A%2F%2Fmachalliance.org%2Fmach-ai-exchange&amp;esheet=54242130&amp;newsitemid=20250423626378&amp;lan=en-US&amp;anchor=https%3A%2F%2Fmachalliance.org%2Fmach-ai-exchange&amp;index=6&amp;md5=835c89f808371874a54aaa43b71e7f53">https://machalliance.org/mach-ai-exchange</a> <hr /><h3 id="upcoming-events">Upcoming Events</h3> <img style="width:24.53%" src="https://cmscritic.com/ms-content/uploads/2025/03/image-1742910054704.png" /><h4 id="the-composable-conference-2025"><a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">The Composable Conference 2025</a></h4>April 22-24 – Chicago, USAExperience the future of composable and MACH principles in “The Windy City” and dive even deeper into the innovative world of MACH architecture and its benefits for your business. Building on the momentum of MACH THREE, this conference will provide your teams with the expert, impartial guidance needed to craft a winning transformation strategy and leverage the latest advancements in automation and Al to maximize efficiency and drive your organization forward. This event is ideal for executives, business leaders, technologists, and everyone in between who is looking to harness the power of composable. <a target="_blank" rel="noopener noreferrer" href="https://machalliance.org/events/composable-conference-25">Secure your spot today.</a> <img style="width:30.46%" src="https://cmscritic.com/ms-content/uploads/2024/11/cms-summit-25.png" alt="" /><h4 id="cms-summit-25"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">CMS Summit 25</a></h4>May 13-14, 2025 – Frankfurt, GermanyDon't miss the first European edition of our prestigious international conference dedicated to the global content management community! CMS Summit 25 will bring together top-notch speakers, our renowned learning format, and engaging social events. Hear from leading practitioners like Deutsche Bahn, Dr. Oetker, and more – and join customers, agencies, and CMS vendors as we discuss current trends and what's ahead for the content and digital experience fields. Connect and network at the only vendor-neutral, in-person conference focused on CMS. Space is limited for this exclusive event, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmssummit25">so book your seats today.</a> <img style="width:31.83%" src="https://cmscritic.com/ms-content/uploads/2025/01/cms-connect-2025-logo.png" alt="" /><h4 id="cms-connect-25"><a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmsconnect25">CMS Connect 25</a></h4>August 5-6, 2025 – Montreal, CanadaWe are delighted to present the second annual summer edition of our signature global conference dedicated to the content management community! CMS Connect will be held again in beautiful Montreal, Canada, and feature a unique blend of masterclasses, insightful talks, interactive discussions, impactful learning sessions, and authentic networking opportunities. Join vendors, agencies, and customers from across our industry as we engage and collaborate around the future of content management – and hear from the top thought leaders at the only vendor-neutral, in-person conference exclusively focused on CMS. Space is limited for this event, <a target="_blank" rel="noopener noreferrer" href="https://www.boye-co.com/conferences/cmsconnect25">so book your seats today.</a>

MACH Alliance Launches New MACH AI Exchange to Help Enterprises Streamline AI Adoption

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<hr /> Skip the intro and directly access my <a target="_blank" href="https://bit.ly/Responsible-AI-Guidelines-For-Content-Teams">downloadable Responsible AI Principle worksheet</a> for your team now.<h3 id="an-introduction-to-responsible-ai-for-digital-marketing-teams">An Introduction to Responsible AI for Digital Marketing Teams</h3>In today's digital age, artificial intelligence (AI) has rapidly become a cornerstone of marketing strategies and tactics, driving innovation and efficiency across various tasks that marketers must complete. However, as AI technology becomes increasingly integrated into digital marketing teams, the need for ethical guidelines and responsible usage is also becoming increasingly crucial.I’m just going to say it: As powerful as AI is, in my opinion, content creation and digital teams are rushing headstrong into using tools like <a target="_blank" href="https://chat.openai.com/">ChatGPT</a>, <a target="_blank" href="https://copilot.microsoft.com/">Copilot</a>, and <a target="_blank" href="https://gemini.google.com/">Gemini</a> without considering how to use them responsibly. I think there is a need to have a prudent approach and set of guidelines in place to ensure these tools are integrated correctly into their content operations. Does your digital marketing team have an AI Policy in use? Mine didn’t. In fact, I’d wager that most teams haven’t even prioritized having such a policy. I believe it’s time to start thinking about implementing one. Below is some context and background that may help. I’ve also listed some of the main factors you should consider when developing guidelines for your team's responsible use of AI.<h3 id="the-rise-of-ai-in-digital-marketing">The Rise of AI in Digital Marketing</h3>AI has revolutionized the marketing landscape, offering tools that can write content, translate from one language to another, automate content delivery, and optimize campaign performance. These advancements have enabled digital marketing teams to achieve high levels of efficiency, leading to more effective writing and improved ROI. CMS platforms and tools such as <a target="_blank" href="http://kontent.ai">Kontent.ai</a>, <a target="_blank" href="https://www.sitecore.com/">Sitecore</a>, <a target="_blank" href="https://www.kentico.com">Kentico</a>, <a target="_blank" href="https://www.contentful.com/">Contentful</a>, <a target="_blank" href="https://www.optimizely.com/">Optimizely</a>, <a target="_blank" href="https://www.storyblok.com/">Storyblok</a>, etc., are all rushing as fast as possible to add more value with AI-enabled features in their products. I’ve seen it firsthand in many of them. All of these platforms want to be seen as the market leader in the space through AI innovation.In fact, <a target="_blank" href="https://www.futurepedia.io/ai-tools/marketing">Futurepedia</a>, a tool that tracks new AI tools as they come on the market, has over 211 AI tools listed in the Digital Marketing category.  <figure class="image image-style-align-center image_resized" style="width:83.28%"><img src="https://lh7-us.googleusercontent.com/docsz/AD_4nXftvTU4IabsW3KwL1ga2eWKlnhaDjSgAxG64tQEQ8O_vHarNdLMXPU70heYHuek2Loa9bVU5ln_WmC8Da2JE_QKs8avuqLGXZ6I8l1tmTE_rb0GS-8OhSoqZRQPubq6c1S2cUvye4yoQJMEY3uM996fRQLd?key=CLw_KJ6KxDiqOvRg30VM1w" /></figure> Heck, by the time I publish this article, there will probably be 212 or more listed. The pace of change and innovation is impressive. However, with great power comes great responsibility. The reliance on AI-driven tools necessitates a framework that ensures these technologies are used correctly, both from a vendor perspective and a digital team perspective.How do we place some governance on all this change? The answer is to be prudent in the approach to AI by leveraging Responsible AI as a core theme.<h3 id="what-is-responsible-ai?">What Is Responsible AI?</h3>Responsible AI refers to the development and use of artificial intelligence in ways that prioritize ethical, fair, and safe outcomes. Major tech companies like Google, Meta, IBM, and Microsoft emphasize that organizations should follow a set of key principles when leveraging AI. The principles listed below are the most common ones I see. They combine to be a set of guiding principles when using AI.<h3 id="six-key-principles-when-leveraging-ai">Six Key Principles When Leveraging AI</h3><ol><li>Fairness: AI systems should treat all people fairly.</li><li>Reliability and safety: AI systems should perform reliably and safely.</li><li>Privacy and security: AI systems should be secure and respect privacy.</li><li>Inclusiveness: AI systems should empower everyone and engage people.</li><li>Transparency: AI systems should be understandable.</li><li>Accountability: People should be accountable for AI systems.</li></ol>I actually completely agree with the way that Microsoft and others have laid this out. All of those large tech giants have complex resource sites or large PDFs that spell out even more detail around the idea of Responsible AI. The challenge is that these resources are extensive. As an example, the <a target="_blank" href="https://ai.meta.com/static-resource/responsible-use-guide/">Meta Responsible AI guide</a> is over 25 pages. Motivating myself to read all of that or browse multiple pages on the Microsoft Responsible AI site is hard enough. I can’t see my team or my client’s team going through all of that information. That’s why I really like focusing on the main six principles above.I believe that having a responsible approach to using or producing any AI tool in an organization is critical. It is also something that is needed in digital marketing/content teams as well. That’s why I started down this path. I wanted to put a policy in place at my own agency, <a target="_blank" href="https://www.bizstream.com">BizStream</a>. <h3 id="why-an-ai-policy-is-essential">Why an AI Policy is Essential</h3>Adopting AI in digital marketing isn't just about leveraging new technologies for improved outcomes; it's also about acknowledging and mitigating the potential risks associated with AI's autonomy and influence. Issues such as data privacy, bias, and the chances of hallucinations (errors by a generative AI tool) pose significant challenges. Without a comprehensive AI policy, organizations risk breaching ethical standards, violating customer trust, and potentially facing legal consequences.In fact, to me, the clearest example of where generative AI can go wrong is the published information around <a target="_blank" href="https://www.washingtonpost.com/travel/2024/02/18/air-canada-airline-chatbot-ruling/">Air Canada’s chatbot failure</a>. An earlier ruling this year ended in favor of the end customer, and now Air Canada is on the hook for AI that was not used responsibly.An AI policy serves as a guiding beacon for digital marketing teams, ensuring that every AI-driven initiative is aligned with ethical principles and corporate values. It helps establish clear boundaries and standards for AI usage and addresses concerns like fairness, transparency, and accountability.<h3 id="the-role-of-principles-in-ai-deployment">The Role of Principles in AI Deployment</h3>Drawing inspiration from established frameworks like Microsoft’s six principles for responsible AI—fairness, reliability and safety, privacy and security, inclusiveness, transparency, and accountability—digital marketing teams can develop a robust policy that governs AI use. These principles are not just theoretical ideals; they can be necessities that shape how AI tools are selected, deployed, and managed within a team.As digital marketing continues to evolve with AI advancements, having a well-defined, responsible AI policy should reduce friction with AI usage. It can ensure that while organizations pursue technological innovation, they remain steadfast in their commitment to ethical practices, full transparency, and working within societal norms.<h3 id="my-responsible-ai-principles-worksheet">My Responsible AI Principles Worksheet</h3>Bringing us back to my situation specifically, as 2024 has progressed, I witnessed more and more AI tools being used by my team. On the one hand, this was great because we were seeing the benefits firsthand of faster content creation on our website, email, and social media channels. On the other hand, I was getting a little concerned about two things. First, as more tools were added to our digital marketing stack, my SaaS tool spend was climbing quickly, and second, I questioned if all of these tools being used safely and responsibly.In an effort to ensure my own team at BizStream is adequately trained on the benefits and risks associated with using AI in a marketing context, I created the following tool for us internally. The idea is that I wanted to ensure each of my team members working with these types of tools had a set of guardrails or guiding principles. I used the key Responsible AI principles (Fairness, Reliability, and safety, Privacy, and security, etc. etc.) as the main set of information. From there, I pivoted a table across those principles to include the category or type of activity that we perform in our digital marketing efforts. Then, I added a description to explain further what kind of considerations to take around that type of activity that align to a principle. It started to look like this: <figure class="image image-style-align-center image_resized" style="width:88.25%"><img src="https://lh7-us.googleusercontent.com/docsz/AD_4nXcyan4Kp5V4ui62GBclk3PRP2zf896t_SA2ud9i9Vpo_1v8qPrOQWfOp9xqD3WxN5ckXvPxyMRKoZXo45T-gZ4IY7D5nxcx73So7V4Ke7Bcqg63hunm9UIdd7i0AKnJKRkW2_kd8D0TMDctuawkQD6vaJ0c?key=CLw_KJ6KxDiqOvRg30VM1w" /></figure> After the first draft, my marketing specialist asked me some questions about this, so I added some guiding questions in the last column to help kick-start the brainstorming process. The current incarnation ended up looking like the screenshot below: <figure class="image image-style-align-center image_resized" style="width:83.97%"><img src="https://lh7-us.googleusercontent.com/docsz/AD_4nXfbgC_IIHSM1GTgfHUuYOxyKFikNuvB0mTdJu7oMB-maSSu0PxyYEKSKqJKnAsyS94qwbCMs_0wXMkIwpNfpD7wAei-G3vA7zYCH1yfadhC_eCth-Qa2Eiyk3OZI2MxajJ9EdHKKf2iiOIC-44Dc2pjylVL?key=CLw_KJ6KxDiqOvRg30VM1w" /></figure> You can <a target="_blank" href="https://bit.ly/Responsible-AI-Guidelines-For-Content-Teams">download the editable version of my Responsible AI Principles &amp; Guidelines for Content Teams</a> for free. My goal for this tool is to ensure that Responsible AI practices are considered when selecting third-party vendors, tools, platform features, and subscription services. I also aim for it to add governance to both our adoptions and those of our clients.Additionally, as we onboard new marketing team members or interns, I believe they will come up to speed faster with how we operate as a team. We are working to improve this process, but only time will tell.<h3 id="periodic-reviews-of-your-ai-policy-on-a-schedule">Periodic Reviews of your AI policy on a Schedule</h3>One other note. Don’t be fooled into thinking that an AI policy or single document is a ‘set and forget’ thing. The AI and especially generative AI world is constantly changing, as are the laws and regulations around it. You must treat your AI policy as a living, breathing document. Schedule time to review it regularly, considering the changes that are coming in at a rapid pace.<h3 id="feedback-wanted">Feedback Wanted</h3>As with any new idea, I’d love to gather feedback on it and improve it. If you download the worksheet and have thoughts on it, please let me know via <a target="_blank" href="https://www.linkedin.com/in/brianmckeiver/">LinkedIn</a> or email.<h3 id="conclusion">Conclusion</h3>Using AI in digital marketing and content creation comes with many benefits and responsibilities. By following clear guidelines and responsible principles, we can use AI ethically and efficiently. I recommend that all digital marketing teams strive to implement a responsible AI policy. Note: The above information has been written to provide general guidance only. It does not equate to legal advice. Varying legal requirements exist in different locations, and laws and regulations governing AI, privacy, and cybersecurity do not exist in a consistent manner.Note: Generative AI was used to edit this document for grammar and spelling. <hr /><h3 id="upcoming-conferences">Upcoming conferences</h3> <img style="width:29.67%" src="https://cmscritic.com/ms-content/uploads/2024/01/cms-connect-2024-logo.png" alt="CMS Connect 24 logo" /><h4 id="cms-connect-24---sold-out"><a target="_blank" href="https://www.boye-co.com/conferences/cmsconnect24">CMS Connect 24</a> - SOLD OUT</h4>August 6-7, 2024 – Montreal, CanadaWe are delighted to present our first annual summer edition of our prestigious international conference dedicated to the global content management community. Join us this August in Montreal, Canada, for a vendor-neutral conference focused on CMS. Tired of impersonal and overwhelming gatherings? Picture this event as a unique blend of masterclasses, insightful talks, interactive discussions, impactful learning sessions, and authentic networking opportunities. <img style="width:29.58%" src="https://cmscritic.com/ms-content/uploads/2024/01/cms-kickoff-2025-logo.png" /><h4 id="cms-kickoff-25"><a target="_blank" href="https://www.boye-co.com/conferences/cmskickoff25/tickets">CMS Kickoff 25</a></h4>January 14-15, 2025 – Tampa Bay Area, FloridaJoin us next January in the Tampa Bay area of Florida for the third annual CMS Kickoff – the industry's premier global 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, so secure your tickets today.

Responsible AI Principles for Digital Marketing and Content Teams 

bmckeiver

<hr /> <a target="_blank" href="https://en.wikipedia.org/wiki/Artificial_intelligence">Artificial intelligence</a> keeps steamrolling almost every part of the tech conversation. Even as litigation heats up around copyright issues – with authors like Margaret Atwood and Dan Brown <a target="_blank" href="https://www.techtarget.com/searchenterpriseai/news/366544611/A-look-at-writers-battle-to-get-AI-vendors-to-pay-them">demanding</a> <a target="_blank" href="https://openai.com/">OpenAI</a> (and others) stop training on their content – the AI machine is full speed ahead. And it makes sense: there are already numerous provable benefits to AI, namely around automation at scale. This is an area where <a target="_blank" href="https://cmscritic.com/products/solodev">Solodev</a>, a cloud platform for developers with CMS products, has frequently run ahead of the pack. Working closely with <a target="_blank" href="https://cmscritic.com/products/aws">AWS</a>, they have a history of deploying specialized services from the Amazon AI/ML stack, including a <a target="_blank" href="https://aws.amazon.com/personalize/">cloud-based recommendation engine</a>. Today, the company announced a new offering called <a target="_blank" href="https://www.solodev.com/platform/ai/">Solodev AI</a> – a cloud platform for building, training, and hosting custom AI apps and foundation models in one place. From search to chat and beyond, Solodev AI enables organizations to start their AI journey with customizable off-the-shelf apps from an AI marketplace or host their existing AI apps in a secure, scalable cloud environment powered by AWS. One of the big challenges with building custom AI apps is figuring out where it put it. Scalability is a big concern, but so too is security. Without understanding the unique DevOps requirements, the cloud can get awfully expensive. Solodev AI seems to be easing these challenges for AI developers, promising the right resources to connect almost any Large Language Model (LLM) – including <a target="_blank" href="https://www.globenewswire.com/Tracker?data=mZZscIvHdlJxNZw0eGA31GfGh3Gvs35hVYsktUsJPk0XW-RMzILYUFuTHux6COjtSfHMQwtz7uEpmAuvA6isMA==">GPT-4</a>, <a target="_blank" href="https://www.globenewswire.com/Tracker?data=s76p5OKjo-A7PPxq5gykSabnUQJDbjYS78S_y9dCJoycsf8EsQsq2EFY8CgYToPumy0Vi4kOg40iAyLOEBJDqq1TARa6uV54UqBchBOq8yA=">OpenLLaMA</a>, <a target="_blank" href="https://www.globenewswire.com/Tracker?data=_LROvpsAF9KnzbJ0VGofMc-MvQoXiwM2MQxs3mBlK-XDSXA25MOIuzE0ICM3gPjKuo8_BArcc8FzzpMRy5B8-1HnK46nhl9gJ68oVuvczCM=">Amazon Titan</a>, and more – so users and organizations can train their apps all in one place.While almost anyone can play in the sandbox on OpenAI or jump into <a target="_blank" href="https://huggingface.co/">Hugging Face</a>, there are numerous considerations when going custom, and much of it depends on where you're at in your AI journey. Along with its platform features, Solodev offers consulting and professional services to help set up, manage, and support early-stage or advanced AI app strategies with experienced AI engineers and cloud solution architects at the ready.<h3 id="demand-for-ai-apps-is-driving-growth-in-the-cloud">Demand for AI apps is driving growth in the cloud</h3>We already know that AI has taken the world by storm. From <a target="_blank" href="https://openai.com/">ChatGPT</a> to <a target="_blank" href="https://gemini.google.com/">Google Gemini</a> to <a target="_blank" href="https://www.midjourney.com/home">Midjourney</a>, AI-powered apps are being harnessed by millions of users across every business sector. Generative AI is on target to become a <a target="_blank" href="https://www.globenewswire.com/Tracker?data=vyln-fRIcorWP8muYo98topGkbSU7h8NStKWzis6KaMN_QWerIqHstjQrgeJVI3Jxl1RP6s69TIh4Omwxvat1VWRb5lRBBCYCbK97l6tVr1hyN3IcKVow8Ht4Gc5uLvwl4v0zurP2SJguASGIKqlqXGrirdUzgOnVFBwkPkKWuxqnCAr9LSBr0Cr3eULG1_zoiP04oWXzCw0Z1954cwKcwp67gZFF8q0wEddCAm3v0c=">$1.3 trillion market by 2032</a>, with a CAGR of 42% over the next decade. As organizations look to build their own solutions, like custom chatbots and search assistants, the market is expecting compounded growth of 38.3% in the AI app sector through 2028. This is why dizzying levels of investment are still saturating this tech segment. While developing custom apps is a primary goal, developers and companies struggle with the requirements to deploy, build, and maintain their AI strategy. Picking the right model can be challenging given the breadth of choices, and few model options offer dedicated support. Further, training a foundation model requires a significant amount of compute resources to process large datasets via deep learning algorithms – and although cloud solutions exist, the cost of hosting and leveraging AI services can be exorbitant. Many organizations are feeling the combined pinch and, in some cases, abandoning AI initiatives due to cost and a lack of demonstrable value. <h3 id="a-cloud-platform-for-powering-ai-app-strategies">A cloud platform for powering AI app strategies</h3>Solodev AI provides a complete, cloud-based platform for building and training AI apps with total control. That begins with everything being hosted in a developer's or organization's own AWS account as opposed to a closed system. As previously noted, Solodev AI offers a blend of advanced cloud technologies and expert resources to guide and scale an AI app – regardless of where a customer might be in their cloud journey. The engagement is process-driven, starting with a consultative discovery session with a team of AI and cloud architects, working to understand an app's purpose and vision. From here, Solodev outlines the essential cloud DevOps and services, including containers and serverless technologies, that will be required. Solodev’s AI engineers also help recommend the right LLM for an app’s features and functionality, from leading models like OpenLLaMA – an open reproduction of Meta’s LLaMA – to up-and-coming solutions like <a target="_blank" href="https://www.globenewswire.com/Tracker?data=PYEM7VGvITQOnpTmiO1R0baluzzY7MZrI7GRHgAvhaRQB6jgZFjzIF578EuCxe0HfvNj5SEwstuWfalniASCQA==">Mistral</a>.Even if you “bring your own model,” Solodev delivers a turnkey setup of automated tuning and monitoring to train a selected LLM in the cloud and optimize the required compute resources. They also provide access to a dedicated global AI help desk.For organizations that are just starting out and don’t have an existing app, Solodev AI includes a marketplace of basic AI “shells” to deploy with. These include handy features like chat, search, and even a custom app option.Solodev also offers consulting services to help map out an AI strategy. Regardless of where a company might be in its development or execution, Solodev's team of experienced engineers can add AI services to an existing app – including the most advanced stack of solutions from AWS – or help explore and develop a go-to-market strategy for an emerging concept.“If your business doesn’t have an AI strategy, you might not have a business in the future,” said <a target="_blank" href="https://www.globenewswire.com/Tracker?data=WogXmFMMvQRwxO_zTb9S8W5CRHgIzEF5LhDVbez3fzoD8wDUOgQ3TA7lHBvYWo4efk6G7HO5HBbXi6LKswmNLw_wTC-ZwLSZbXtOtnUpZ4Q=">Shawn Moore</a>, CTO at Solodev. “Now is the time to get on board, and Solodev AI is the answer. We’re helping forward-thinking developers and organizations harness the power of AI for a wide range of apps and use cases – including mobile, metaverse, blockchain, and IoT. It’s an AI world, and we’re here to help you navigate it successfully.”From a pricing perspective, Solodev AI includes cloud technology and services, one-time setup fees, and ongoing support.  <hr /><h3 id="upcoming-conferences">Upcoming conferences</h3> <img style="width:29.67%" src="https://cmscritic.com/ms-content/uploads/2024/01/cms-connect-2024-logo.png" alt="CMS Connect 24 logo" /><h4 id="cms-connect-24"><a target="_blank" href="https://www.boye-co.com/conferences/cmsconnect24">CMS Connect 24</a></h4>August 6-7, 2024 – Montreal, CanadaWe are delighted to present our first annual summer edition of our prestigious international conference dedicated to the global content management community. Join us this August in Montreal, Canada, for a vendor-neutral conference focused on CMS. Tired of impersonal and overwhelming gatherings? Picture this event as a unique blend of masterclasses, insightful talks, interactive discussions, impactful learning sessions, and authentic networking opportunities. <img style="width:29.58%" src="https://cmscritic.com/ms-content/uploads/2024/01/cms-kickoff-2025-logo.png" /><h4 id="cms-kickoff-25"><a target="_blank" href="https://www.boye-co.com/conferences/cmskickoff25/tickets">CMS Kickoff 25</a></h4>January 14-15, 2025 – Tampa Bay Area, FloridaJoin us next January in the Tampa Bay area of Florida for the third annual CMS Kickoff – the industry's premier global 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, so secure your tickets today.

Solodev Launches New AI Cloud Platform for Building, Training, and Hosting Custom AI Apps and Models

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