{"id":33349,"date":"2023-09-20T15:02:26","date_gmt":"2023-09-20T22:02:26","guid":{"rendered":"https:\/\/salesforcedevops.net\/?p=33349"},"modified":"2024-01-21T09:25:30","modified_gmt":"2024-01-21T17:25:30","slug":"dreamforce-2023-devops-and-ai-reporters-notebook","status":"publish","type":"post","link":"https:\/\/cms.salesforcedevops.net\/index.php\/2023\/09\/20\/dreamforce-2023-devops-and-ai-reporters-notebook\/","title":{"rendered":"Dreamforce 2023 Devops and AI Reporter\u2019s Notebook"},"content":{"rendered":"\n<p class=\"has-drop-cap wp-block-paragraph\">It\u2019s a wrap! Dreamforce 2023 is over. At the end, everyone asked each other, \u201cWhat do you think?\u201d So, here is my \u201creporter&#8217;s notebook\u201d for this year\u2019s Dreamforce. Here&#8217;s a summary of Dreamforce 2023 highlights for me and what I discovered talking to attendees, other analysts, international reporters, vendors, and Salesforce employees.<\/p>\n\n\n\n<div class=\"wp-block-yoast-seo-table-of-contents yoast-table-of-contents\"><h2>Table of contents<\/h2><ul><li><a href=\"#h-einstein-1-keynote\" data-level=\"2\">Einstein 1 Keynote<\/a><\/li><li><a href=\"#h-metadata-unification\" data-level=\"2\">Metadata Unification<\/a><\/li><li><a href=\"#h-einstein-copilot\" data-level=\"2\">Einstein Copilot<\/a><\/li><li><a href=\"#h-prompt-engineering-evolution\" data-level=\"2\">Prompt Engineering Evolution<\/a><\/li><li><a href=\"#h-data-cloud-at-the-center\" data-level=\"2\">Data Cloud at the Center<\/a><\/li><li><a href=\"#h-true-to-the-core\" data-level=\"2\">True To The Core?<\/a><\/li><li><a href=\"#h-developer-platform-stagnation\" data-level=\"2\">Developer Platform Stagnation<\/a><\/li><li><a href=\"#h-ecosystem-companies-thriving\" data-level=\"2\">Ecosystem Companies Thriving<\/a><ul><li><a href=\"#h-copado\" data-level=\"3\">Copado<\/a><\/li><li><a href=\"#h-provar\" data-level=\"3\">Provar<\/a><\/li><li><a href=\"#h-autorabit\" data-level=\"3\">AutoRABIT<\/a><\/li><li><a href=\"#h-opsera\" data-level=\"3\">Opsera<\/a><\/li><li><a href=\"#h-salto\" data-level=\"3\">Salto<\/a><\/li><li><a href=\"#h-metazoa\" data-level=\"3\">Metazoa<\/a><\/li><li><a href=\"#h-idialogue\" data-level=\"3\">iDialogue<\/a><\/li><li><a href=\"#h-gptfy\" data-level=\"3\">GPTfy<\/a><\/li><\/ul><\/li><li><a href=\"#h-community-projects-fill-the-gap\" data-level=\"2\">Community Projects Fill the Gap<\/a><\/li><li><a href=\"#h-devops-and-ai-in-salesforce\" data-level=\"2\">Devops and AI in Salesforce<\/a><\/li><li><a href=\"#h-salesforce-leads-enterprise-ai-for-now\" data-level=\"2\">Salesforce Leads Enterprise AI For Now<\/a><\/li><\/ul><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-einstein-1-keynote\">Einstein 1 Keynote<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">I arrived at Moscone Center on a bright and sunny San Francisco morning. I got there early to get my badge and go to the press center. In the keynote room I noted there were a lot more press here than in 2022; perhaps triple the number of foreign and national press and analysts.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The AI announcements at Dreamforce mainly centered around a rebranding effort to put all AI efforts under the <a href=\"https:\/\/origin.salesforcedevops.net\/index.php\/2023\/09\/12\/einstein-copilot-salesforces-play-for-ai-dominance\/\">Einstein 1 brand<\/a>. Salesforce reiterated its industry-leading position that its existing data architectures combined with an innovative Einstein Safety Layer helps Salesforce customers deploy trustworthy AI in their workplace.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080620.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"512\" src=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080620-1024x512.png\" alt=\"\" class=\"wp-image-33351\" srcset=\"https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080620-1024x512.png 1024w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080620-300x150.png 300w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080620-768x384.png 768w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080620-1536x768.png 1536w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080620.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Salesforce removed the GPT labeling from its new products and now has generative AI a key architectural feature, like Flow. With this move Salesforce is on its way to infusing AI throughout its product line. \u201cIf this trend continues, the entire ecosystem will be turned upside down with new AI infused methods for executing business processes,\u201d said Mark Good, founder of <a href=\"https:\/\/aiforcetraining.com\/\">AIForce Training<\/a> and producer of <a href=\"https:\/\/gptdreamin.wpengine.com\/\">GPT Dreamin\u2019<\/a>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-081207.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"568\" src=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-081207-1024x568.png\" alt=\"\" class=\"wp-image-33352\" srcset=\"https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-081207-1024x568.png 1024w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-081207-300x167.png 300w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-081207-768x426.png 768w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-081207-1536x853.png 1536w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-081207.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">But there was also a familiar sense that the keynote pitch lacked substance. \u201cSalesforce&#8217;s commitment and focus on AI was in every keynote and every session,\u201d said Ian Gotts, CEO of Salesforce ecosystem vendor <a href=\"https:\/\/elements.cloud\">Elements.cloud<\/a>. \u201cAnd whilst there were compelling demos and GA dates announced, some of the details are still being worked out.\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-metadata-unification\">Metadata Unification<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">I did see glimmers of hope that some long-standing complaints, like lack of integration in the various clouds, were being addressed. Throughout the keynote and in other high-level sessions, metadata took center stage. This is because one needs a high degree of metadata definition, access, and implementation in a data set to make it useful to AI. This is one of the reasons why Salesforce currently has a leg up on the competition when it comes to integrating user data into AI.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080751.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"509\" src=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080751-1024x509.png\" alt=\"\" class=\"wp-image-33353\" srcset=\"https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080751-1024x509.png 1024w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080751-300x149.png 300w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080751-768x382.png 768w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080751-1536x763.png 1536w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080751.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Reinforcing the need for good metadata management throughout the Salesforce clouds, the company announced that the same Force.com metadata management model will be applied to Commerce and Marketing clouds. Exact details are still murky, but reports indicate that Salesforce is working hard on metadata capabilities because of AI requirements. \u201cThe clear message is that AI is coming, and you need to get ready,\u201d added Gotts.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-einstein-copilot\">Einstein Copilot<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In an ambitious announcement, Salesforce showed demos of Einstein Copilot. This is a conversational AI assistant that will be grounded in Salesforce knowledge as well as data from the user\u2019s org. The demonstration showed a Salesforce user interacting with Service Cloud application where any information in the Customer 360 view could be related.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082151.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"580\" src=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082151-1024x580.png\" alt=\"\" class=\"wp-image-33354\" srcset=\"https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082151-1024x580.png 1024w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082151-300x170.png 300w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082151-768x435.png 768w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082151-1536x870.png 1536w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082151.png 1192w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The demonstration also showed interactions with Einstein Skills, where a Flow, API, or web action could be initiated by Einstein Copilot. This showed glimmers of invoking an autonomous agent with a conversational interface.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">While impressive and an obvious next-step capability, I am skeptical of a conversational agent, or Executive Thinking Partner (ETP), being safely deployed soon. This is because brand risk and other safety measures have yet to be fully worked out in ETPs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-prompt-engineering-evolution\">Prompt Engineering Evolution<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Salesforce continues to evolve its use of prompts and other user-authored elements in its AI system architecture. Now all authoring efforts are unified under the Einstein Copilot Studio. Here you get Prompt Builder, Skills Builder, and Model Builder. The company announced some incremental improvements to Prompt Builder, such as versioning.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082235.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"547\" src=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082235-1024x547.png\" alt=\"\" class=\"wp-image-33355\" srcset=\"https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082235-1024x547.png 1024w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082235-300x160.png 300w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082235-768x410.png 768w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082235-1536x820.png 1536w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-082235.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Skills Builder may be used to create workflows which execute actions, including executing other tasks or invoking external APIs. Model Builder is part of Salesforce\u2019s efforts to let customers \u201cbring their own model\u201d, or BYOM. This allows customers with existing machine learning or LLM building efforts to add them to the Salesforce AI architecture.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-data-cloud-at-the-center\">Data Cloud at the Center<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In nearly every presentation, Data Cloud is mentioned as a unifying aspect of Salesforce\u2019s AI strategy. It is offered as a connectivity platform as well as a data lake solution.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080830.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"539\" src=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080830-1024x539.png\" alt=\"\" class=\"wp-image-33356\" srcset=\"https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080830-1024x539.png 1024w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080830-300x158.png 300w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080830-768x404.png 768w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080830-1536x809.png 1536w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/Screenshot-2023-09-11-080830.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">To make Data Cloud and Tableau more available to developers and users, Salesforce announced that all existing Enterprise and Ultimate licensees now have access to trail editions of Data Cloud and Tableau. The offer includes up to 10,000 profiles and two Tableau Creator licenses.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It should be noted that Data Cloud is technically not required for some Salesforce generative AI solutions. It certainly is not required in 3<sup>rd<\/sup> party solutions. There seems to be a disconnect when messaging that you need Data Cloud to use AI, which ultimately is not needed by most Salesforce customers.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cData Cloud\u2018s role as a necessity to feed the prompts the amount of data needed confused the message further,\u201d said Chris Pearson, Salesforce Engineering Director at Jostens. \u201cWhile the interface is point and click, the ETL work requires a data engineering background, as mentioned in Salesforce\u2019s own documentation.\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-true-to-the-core\">True To The Core?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">At every Dreamforce and TrailblazerDX there is a \u201cTrue To The Core\u201d session hosted by Parker Harris, Salesforce co-founder and CTO. This is where customers and partners get to line up and put hard public questions to Salesforce product people.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cWhile AI might have been the focus for Dreamforce, True To The Core showed there is still a lot of work to go on the core platform,\u201d said Andrew Russo, Enterprise Architect at BACA Systems. \u201cIf Salesforce does not remain true to their core values and roots, then it will be tough for admins and developers to deliver on the promise of AI to their companies,\u201d added Russo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Other key industry figures, such as Max Rudman, CEO of Salesforce ecosystem vendor Prodly, and formerly a Salesforce senior executive, agree. \u201cI feel like we are at or near \u2018Peak of inflated expectations\u2019 with AI. Everybody and their mother have announced AI-enabled this and AI-powered that,\u201d said Rudman. \u201cWhile I am certainly excited about the long-term potential of the technology, I prefer to focus on solving the problems with business software that move to the cloud has not fully solved \u2014 the overhead of maintenance.\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-developer-platform-stagnation\">Developer Platform Stagnation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Salesforce developers have long been crippled by a lack of a cohesive approach to creating, deploying, testing, and maintaining Salesforce applications. If we just narrow our attention to the \u201ccore\u201d Sales and Service clouds, major issues still abound in developer tooling. There are undone projects and lack of attention to details in developer tooling in every major Salesforce cloud.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Not only that, but major shifts in platform direction, like Flows, often complicates release management. And these new tools are introduced without consideration of the software developer lifecycle (SDLC). This is due to lack of adequate forethought on deployment implications. Unfortunately, it looks like the same thing may be happening with Prompts and Skills.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Plus, there are dramatic shifts in basic tooling that leave developers in the dust. This includes having three versions of the SF command line tool.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">And I\u2019m sad to say that recent efforts like Salesforce DevOps Center have only served to create a golden path that only works for a small percentage of Salesforce orgs. Aside from DevOps Center and the CLI, there has been no contribution by the Salesforce platform teams to the developer SDLC in years. And based on Salesforce executive conversations and interviews, I don\u2019t believe that the company will move to invest more in platform development tools. In my opinion, Salesforce has ceded the developer and devops tool market to vendors and community members.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-ecosystem-companies-thriving\">Ecosystem Companies Thriving<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Salesforce ceding the developer tooling market to vendors and community members is not news to Salesforce devops vendors. I found most vendors I track, including Gearset, Copado, Opsera, Provar, Prodly, Salto, Elements.cloud, OwnBackup, ACCELQ, CodeScan, AutoRABIT, Flosum, Odaseva, to have a strong presence at the show.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-copado\">Copado<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/copado.com\/\">Copado<\/a> <a href=\"https:\/\/origin.salesforcedevops.net\/index.php\/2023\/09\/12\/copado-launches-copado-1-platform-for-salesforce-devops\/\">made a big announcement<\/a> at Dreamforce about Copado 1, it\u2019s new unification of their Salesforce devops platform.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cThis was our most successful Dreamforce yet. The Salesforce DevOps and testing market is as vibrant as ever and it is gratifying to hear directly from our customers how our Salesforce-native Copado 1 DevOps platform is making release days obsolete,\u201d said David Dahlberg, Chief Marketing Officer at Copado.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-provar\">Provar<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Salesforce testing leader <a href=\"https:\/\/provartesting.com\/\">Provar<\/a> was pleased with this year\u2019s Dreamforce. \u201cDreamforce &#8217;23 was a huge success for many companies in the Salesforce ecosystem,\u201d said Richard Clark, Chief Stratgegy Officer at Provar. \u201cWe saw new product announcements, Salesforce giving away freemium access to Data Cloud, and a myriad of new features for developers, admins, and users alike. At Provar we announced Infinity as our new product offering which provides an integrated hybrid cloud suite designed to manage testing throughout the application lifecycle,\u201d added Clark.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-autorabit\">AutoRABIT<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Another leading devops platform vendor, <a href=\"https:\/\/autorabit.com\/\">AutoRABIT<\/a> announced FlowCenter, which unifies their AutoRABIT Release Management (ARM), Vault backup solution, and CodeScan cybersecurity solution under on roof.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cFlowCenter provides actionable intelligence, as well as simple drag and drop functionality for managers and developers to really understand what&#8217;s working, what&#8217;s not,\u201d said Christopher Stern, VP of Product Marketing for AutoRABIT.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-opsera\">Opsera<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">One Salesforce devops vendor who has a solution for other SaaS platforms, <a href=\"https:\/\/opsera.io\/\">Opsera<\/a>, found greater awareness of its products at this Dreamforce.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cOpsera had a good Dreamforce 2023. We had a significant increase in the number of interactions where prospective customers already knew who Opsera was,\u201d said Kumar Chivukula, CEO of Opsera. \u201cThis year we had much more meaningful interactions with prospective customers. Our session with Infoblox was well attended, and we showed off our DevOps 3.0 initiative,\u201d added Chivukula.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-salto\">Salto<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Another devops vendor who offers SaaS devops solutions, Salto, also has a good show and debuted a popular new plushie, named Knuckles. Pablo Gonzolez, a Salesforce Architect at Salto, said \u201cI spoke to a lot of people about devops and realized a lot of people have issues dealing with configuration data apps like CPQ, Field Service, Conga, etc. It was great to learn that our \u2018data as metadata\u2019 approach resonated well and created a ton of excitement for many individuals.\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/20230913_161710-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"1024\" src=\"https:\/\/origin.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/20230913_161710-850x1024.jpg\" alt=\"\" class=\"wp-image-33357\" srcset=\"https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/20230913_161710-850x1024.jpg 850w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/20230913_161710-249x300.jpg 249w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/20230913_161710-768x925.jpg 768w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/20230913_161710-1275x1536.jpg 1275w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/20230913_161710-1701x2048.jpg 1701w, https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/20230913_161710-scaled.jpg 996w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Salto announced a new series of free educational programs called <a href=\"https:\/\/s-leap.salto.io\/\">Salto Leap<\/a>. This series of five free educational programs is authored by community favorite Mr. Gonzolez.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-metazoa\">Metazoa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">One Salesforce ecosystem tool vendor, Metazoa, found a receptive audience off the show floor. The company showed off its currently-shipping tool Snapshot, which adds several generative AI features. These help admins research existing metadata configurations and generate administrative recipes for removing technical debt from existing orgs. And new features seem to be coming all the time.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cI think our AI solution really resonates with people,\u201d said Bill Appleton, CTO of Metazoa. \u201cThey\u2019re able to see how we&#8217;re turning AI into a practical and reliable assistant that can deliver benefits for org management,\u201d added Appleton.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-idialogue\">iDialogue<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">One vendor, Salesforce ecosystem vendor with more of an operational focus, iDialogue, was able to find traction for their AI-infused products as a show attendee.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cWith Salesforce doubling down on their Data Cloud and enterprise AI strategy, we\u2019re very optimistic about the SMB opportunity,\u201d said Michael Leach, CEO of <a href=\"https:\/\/www.idialogue.app\/\">iDialogue<\/a>. and providing a turn-key AI solution that will extend existing Salesforce investments with minimal implementation costs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-gptfy\">GPTfy<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Another vendor with an opertational focus also found Dreamforce to be a profitable visit. <a href=\"https:\/\/gptfy.ai\/\">GPTfy<\/a> is offers a prompt engineering platform solution which is targeted towards automating everyday tasks.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&#8220;Dreamforce reiterated the value that Salesforce plus AI brings for businesse. But customers are struggling to figure out how to go about it, without spending a fortune and waiting 11 months,&#8221; said Saurabh Gupta, found of GPTfy and also CEO of Salesforce vendor <a href=\"https:\/\/cloudcompliance.app\/\">Cloud Compliance<\/a>. &#8220;Everyone is looking for a smooth transition from current grunt work to a more AI automated world, without the hype, cost and complexity,&#8221; added Gupta who noted their app is currently available on the Salesforce AppExchange (as is iDialogue).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-community-projects-fill-the-gap\">Community Projects Fill the Gap<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Even with Salesforce losing focus on developer tooling, community enthusiasm for devops remain strong. Open-source projects, including sfdx-hardis by Nicolas Vuillamy, who is also CTO for Salesforce system integrator Cloudity France.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cDuring Dreamforce, I\u2019ve been able to present sfdx-hardis CI\/CD, dine with the devops guru Pablo Gonzales, see DevOps Center presentations on the official booth,\u201d said Vuillamy. \u201cI even have a rib broken by Vernon, the Einstein of Salesforce devops! And even though I&#8217;m an open-source advocate, I had great discussions with techies at Salto, AutoRABIT, Odaseva and Copado sponsor booths! Dreamforce was clearly THE place to be for Salesforce devops,\u201d added Vuillamy.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-devops-and-ai-in-salesforce\">Devops and AI in Salesforce<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">I believe the industry is still working on how exactly to integrate AI into devops. There is a lot of experimental work going on. Take Copado, for example. They are using orchestration to create a Copado GPT conversational agent. This executive thinking partner is trained in Copado documentation as well as the user\u2019s org context. The only vendors who have advanced shipping products for development are Metazoa and Elements.cloud.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There appear to be some no-brainer adoptions going on now, and that includes user story generation. I can only imagine how useful ChatGPT could be for business analysts in requirements analysis and story generation. However, we still lack good security frameworks and privacy models which will work for most enterprises. There is still a long way to go to fully integrating AI into Salesforce enterprise application development.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-salesforce-leads-enterprise-ai-for-now\">Salesforce Leads Enterprise AI For Now<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In the press room, I had the opportunity to talk with other reporters and analysts about what they thought about Salesforce and enterprise AI after experiencing Dreamforce. If there was one consensus, it was that Salesforce has done an excellent job positioning themselves in enterprise AI. The Einstein Trust Layer resonates as a reasonable AI risk mitigator. And no other vendor, including Microsoft, has as good a story for how to keep customer data secure in the age of AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">When I spoke to Salesforce customers who were making decisions about what to do next about AI, the matter of cost and implementation details came up. There is a lot of cost uncertainty with proposed Salesforce AI services. The problem is Salesforce has complicated prerequisites to use generative AI services. And many required licenses are very expensive, such as the $300\/seat Unlimited license. &nbsp;There are also data storage cost concerns associated with Data Cloud. Plus, consumption pricing will come into play for AI usage, and there are very few guidelines on how much that will cost in production scenarios.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Salesforce was right to emphasize how pervasive a metadata framework they have. It basically AI-enables their most important offerings: Service and Sales Clouds. In fact, when one examines the architecture of the Einstein Trust Layer, it isn\u2019t different from an existing reference AI architecture used to build AI startups. But the Trust architecture derives key information from existing metadata which classifies and secures the data. Most competing enterprise AI efforts will need to replicate this information framework which Salesforce has already established.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Salesforce\u2019s power in AI right now doesn\u2019t come from AI innovation \u2013 it arises from its existing data, metadata, and security models. They are benefiting from the fact that foundational LLMs with extraordinary power, like GPT-4, are just one API call away. Since AI integration is now relatively easy, as is Salesforce integration, Salesforce will have to work harder on actual AI innovation to keep their lead.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>It\u2019s a wrap! Dreamforce 2023 is over. At the end, everyone asked each other, \u201cWhat do you think?\u201d So, here is my \u201creporter&#8217;s notebook\u201d for this year\u2019s Dreamforce. Here&#8217;s a&hellip;<\/p>\n","protected":false},"author":1,"featured_media":33359,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","footnotes":""},"categories":[4],"tags":[12,1437,319,51,52,482],"post_series":[],"class_list":["post-33349","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry-news","tag-autorabit","tag-generative-ai","tag-provar","tag-salesforce","tag-salesforce-devops","tag-salto","entry","has-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.2 (Yoast SEO v22.2) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Dreamforce 2023 Devops and AI Reporter\u2019s Notebook - SalesforceDevops.net<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cms.salesforcedevops.net\/index.php\/2023\/09\/20\/dreamforce-2023-devops-and-ai-reporters-notebook\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dreamforce 2023 Devops and AI Reporter\u2019s Notebook - SalesforceDevops.net\" \/>\n<meta property=\"og:description\" content=\"It\u2019s a wrap! Dreamforce 2023 is over. At the end, everyone asked each other, \u201cWhat do you think?\u201d So, here is my \u201creporter&#8217;s notebook\u201d for this year\u2019s Dreamforce. Here&#8217;s a&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/cms.salesforcedevops.net\/index.php\/2023\/09\/20\/dreamforce-2023-devops-and-ai-reporters-notebook\/\" \/>\n<meta property=\"og:site_name\" content=\"SalesforceDevops.net\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/salesforcedevopsnet\" \/>\n<meta property=\"article:published_time\" content=\"2023-09-20T22:02:26+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-01-21T17:25:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Vernon Keenan\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@salesforcedevop\" \/>\n<meta name=\"twitter:site\" content=\"@salesforcedevop\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vernon Keenan\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"13 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"TechArticle\",\"@id\":\"https:\/\/cms.salesforcedevops.net\/index.php\/2023\/09\/20\/dreamforce-2023-devops-and-ai-reporters-notebook\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/cms.salesforcedevops.net\/index.php\/2023\/09\/20\/dreamforce-2023-devops-and-ai-reporters-notebook\/\"},\"author\":{\"name\":\"Vernon Keenan\",\"@id\":\"https:\/\/cms.salesforcedevops.net\/#\/schema\/person\/ac094823465a60be4f47d7321ed7ce04\"},\"headline\":\"Dreamforce 2023 Devops and AI Reporter\u2019s Notebook\",\"datePublished\":\"2023-09-20T22:02:26+00:00\",\"dateModified\":\"2024-01-21T17:25:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/cms.salesforcedevops.net\/index.php\/2023\/09\/20\/dreamforce-2023-devops-and-ai-reporters-notebook\/\"},\"wordCount\":2651,\"commentCount\":2,\"publisher\":{\"@id\":\"https:\/\/cms.salesforcedevops.net\/#organization\"},\"image\":{\"@id\":\"https:\/\/cms.salesforcedevops.net\/index.php\/2023\/09\/20\/dreamforce-2023-devops-and-ai-reporters-notebook\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd.png\",\"keywords\":[\"AutoRABIT\",\"Generative AI\",\"Provar\",\"Salesforce\",\"Salesforce Devops\",\"Salto\"],\"articleSection\":[\"Industry News\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/cms.salesforcedevops.net\/index.php\/2023\/09\/20\/dreamforce-2023-devops-and-ai-reporters-notebook\/#respond\"]}],\"copyrightYear\":\"2023\",\"copyrightHolder\":{\"@id\":\"https:\/\/cms.salesforcedevops.net\/#organization\"},\"accessibilityFeature\":[\"tableOfContents\"]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/cms.salesforcedevops.net\/index.php\/2023\/09\/20\/dreamforce-2023-devops-and-ai-reporters-notebook\/\",\"url\":\"https:\/\/cms.salesforcedevops.net\/index.php\/2023\/09\/20\/dreamforce-2023-devops-and-ai-reporters-notebook\/\",\"name\":\"Dreamforce 2023 Devops and AI Reporter\u2019s Notebook - 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He earned his B.Sc. in Biomedical Engineering at Northwestern University where he programmed a PDP-8 with punched paper tape. In his 34-year-long career he has been a teacher, SPSS programmer, database administrator, clinical researcher, technology journalist, product marketing manager, market researcher, management consultant, and industry analyst. Most recently he is a telecom operator, cloud architect, Go devops engineer and Salesforce Developer\/Architect. For inquiries about Salesforce strategy briefings or solution architect work please contact Vern directly at +1-510-679-1900 or vern@vernonkeenan.com.","sameAs":["https:\/\/ceres-gw.tnxs.net","https:\/\/linkedin.com\/in\/vernonkeenan","https:\/\/twitter.com\/salesforcedevop"],"url":"https:\/\/cms.salesforcedevops.net\/index.php\/author\/vern\/"}]}},"uagb_featured_image_src":{"full":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd.png",1200,675,false],"thumbnail":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd-150x150.png",150,150,true],"medium":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd-300x169.png",300,169,true],"medium_large":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd-768x432.png",768,432,true],"large":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd-1024x576.png",980,551,true],"1536x1536":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd-1536x864.png",1536,864,true],"2048x2048":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd.png",1200,675,false],"lightbox":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd.png",1200,675,false],"search_results":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd-125x125.png",125,125,true],"blog_entry":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd.png",750,422,false],"blog_post":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd.png",750,422,false],"blog_post_full":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd.png",1200,675,false],"blog_related":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd.png",1200,675,false],"gallery":["https:\/\/cms.salesforcedevops.net\/wp-content\/uploads\/2023\/09\/presentation_slide_16_91920x1080-rid_fbe63e11-5fc0-4468-9265-e8c58ae5f6dd.png",1200,675,false]},"uagb_author_info":{"display_name":"Vernon Keenan","author_link":"https:\/\/cms.salesforcedevops.net\/index.php\/author\/vern\/"},"uagb_comment_info":2,"uagb_excerpt":"It\u2019s a wrap! Dreamforce 2023 is over. At the end, everyone asked each other, \u201cWhat do you think?\u201d So, here is my \u201creporter&#8217;s notebook\u201d for this year\u2019s Dreamforce. Here&#8217;s a&hellip;","_links":{"self":[{"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/posts\/33349","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/comments?post=33349"}],"version-history":[{"count":7,"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/posts\/33349\/revisions"}],"predecessor-version":[{"id":34915,"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/posts\/33349\/revisions\/34915"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/media\/33359"}],"wp:attachment":[{"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/media?parent=33349"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/categories?post=33349"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/tags?post=33349"},{"taxonomy":"post_series","embeddable":true,"href":"https:\/\/cms.salesforcedevops.net\/index.php\/wp-json\/wp\/v2\/post_series?post=33349"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}