• How Data Cloud Enhances Contextual AI for Salesforce Admins

  • Apr 10 2025
  • Duración: 26 m
  • Podcast

How Data Cloud Enhances Contextual AI for Salesforce Admins

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  • Today on the Salesforce Admins Podcast, we talk to Mehmet Orun, SVP, GM, and Data Strategist at PeerNova. Join us as we chat about how to use Data Cloud to create trustworthy AI experiences. You should subscribe for the full episode, but here are a few takeaways from our conversation with Mehmet Orun. How Data Cloud powers trustworthy AI experiences The last time we had Mehmet on the pod, the big concern with AI was hallucinations. How can we be sure that the agents we create don’t start making stuff up? What’s more, how do we know that they won’t share data they shouldn’t? In short, how do we create trustworthy AI experiences? As we’ve learned time and again, AI is only as good as the data you give it. But, as Mehmet explains, Data Cloud has changed the game for admins in terms of control over who sees what and in what context. Admins can create personalized experiences with Agentforce, constrained by the permission model and capabilities of Flow to ensure that everything is working as intended. How data management best practices have changed with AI One thing Mehmet reflects on is the way that data management techniques have changed over time. Several best practices no longer make sense in today’s context of AI. For example, duplicate records that used to be a mortal sin make more sense when you’re trying to constrain what a customer can see vs. your employees vs. your vendors. However, the personalized engagement that is possible with Agentforce requires a complete understanding of what’s happening with someone. At the same time, you want your agents to only act on information they’re “allowed” to see, or generate insights that are relevant to the outcomes you want to achieve. As Mehmet explains, “good” data and “bad” data is really about making sure your data is structured in a way that makes it easy to use. Data unification made easy with Data Cloud The good news is that it’s never been easier to take care of your data with Data Cloud. Mehmet’s seen this with the nonprofits he works with. Data unification projects that used to take months or even years are now relatively simple affairs. You can identify bad data, filter out irrelevant data, and put the right data standardizations in place all in setup. Mehmet’s biggest piece of advice is to measure your data quality in terms of the business outcomes you are trying to achieve. As he points out, the amount of data you need to open an opportunity is different than what you need to close an opportunity. The same principle applies to AI agents. If you make sure they get everything they need and nothing extraneous, you’ll get good results. There are a ton of great insights about data management best practices for AI in our conversation with Mehmet, so be sure to listen to the full episode. And make sure you’re subscribed to the Salesforce Admins Podcast so you can catch us every Thursday. Podcast swag Salesforce Admins on the Trailhead Store Learn more Salesforce Admins Podcast Episode: Understanding the Importance of Data Health in Salesforce Admin Trailblazers Group Admin Trailblazers Community Group Social Mehmet on LinkedIn Salesforce Admins on LinkedIn Salesforce Admins on X Mike on Bluesky social Mike on Threads Mike on TikTok Mike on X Love our podcasts? Subscribe today or review us on iTunes! Full show transcript Mike Gerholdt: Welcome back to the Salesforce Admins Podcast. Today we're catching up with Mehmet Orun, longtime friend of the pod and true expert in data and AI. I'm going to tell you, a lot has changed in the world of artificial intelligence since our last chat. And Mehmet's here to break it down from hallucination risks to the role of data cloud in creating trustworthy AI experiences. If you've ever been wondering how to make your data more meaningful and your AI outputs more reliable, well, you are in for a treat. So, make sure to follow the podcast so you don't miss a single episode. And with that, let's get Mehmet back on the podcast. Mehmet, welcome back to the podcast. Mehmet Orun: It is wonderful to be back, Mike. Mike Gerholdt: I know. You just come by with all these wisdoms and knowledge that you have in the world. Last time we were on, and I'll link to that show, we were talking about hallucination risks. And it's been a year. And boy, I tell you, a year in AI time, everything's changed. So, what's new in your world? What are you paying attention to in terms of AI and Agentforce? Mehmet Orun: To be honest, one of the interesting things about having been around a while is while the technologies are new, our overall objective haven't really changed. And one of the things I've been really trying to look back to is what were past challenges we overcame, what were the parallels, and what were some of the best practices that people newer to the field around data integration, artificial intelligence, may not know about, so we can share this knowledge while ...
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