CRM

Key Takeaways Salesforce acts as “Customer Zero,” stress-testing its own tools within massive internal environments. Data Detect automated the discovery of sensitive data across billions of complex records. Internal feedback loops directly drove critical upgrades to product stability, UX, and roadmap features. This summary was created with AI and reviewed by an editor. At Salesforce, […]

Post-training methods (RLVR, On-policy distillation) are Episode-local Language models are getting better at learning from feedback during post-training. In reinforcement learning with verifiable rewards (RLVR), a model tries a problem, a verifier checks the answer, and the policy is updated based on the scalar reward. Recent self-distillation methods go further by using feedback or successful

Welcome to the “Beyond the Vibe” in financial services series. As artificial intelligence fundamentally reshapes the financial services landscape, executives are facing a dilemma. Developer tools make it incredibly easy to spin up new applications, prompting many to wonder if they can finally ditch enterprise platforms and build their own technology stacks from scratch. In

The data platforms built over the last two decades were designed for human analysts who could fill in the gaps. They knew which columns mattered, what the business logic behind a metric really was, when a number looked wrong, and how to read the email thread or call transcript that explained why. An AI agent

Try Salesforce for Free The biggest sales moments of the year aren’t always the ones on everyone else’s calendar. For lean businesses, the real growth opportunity lies in the dates your competitors are overlooking — the holidays and community moments that let you show up authentically and connect with customers who are actively looking for

“If you had told me five years ago that I’d be sitting in front of a computer, building complex automation flows and rolling out AI agents, I wouldn’t have believed you,” says Kacie Molina, a 10x certified Salesforce Admin, Consultant, and self-proclaimed “Flownatic.” While she now spends her days building powerful Apex actions and deploying

A Note from our General Manager Welcome to the first edition of the Agentforce Life Sciences newsletter. I’m thrilled to launch this new forum for sharing customer stories, industry innovation, and the latest developments across the life sciences ecosystem. This quarter , we have a lot to celebrate: our Life Sciences Feasibility Agent took home

Many Salesforce implementations start with the right intent, but over time, architectural shortcuts, unclear decisions, and evolving requirements can lead to fragile systems that are difficult to scale, maintain, or extend. If you’ve ever dealt with inconsistent user experiences, performance bottlenecks, brittle integrations, or overcomplicated automation, you’ve likely encountered the downstream effects of poorly considered