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Preparing for Salesforce's Permission Set Revolution

Preparing for Salesforce’s Permission Set Revolution

Tectonic Shift: Preparing for Salesforce’s Permission Set Revolution The Future of Salesforce Access Management Salesforce is fundamentally transforming how enterprises manage user permissions. By Spring 2026, the platform will begin phasing out profile-based permissions in favor of a permission set-centric model—a tectonic shift in access governance that demands strategic preparation. This evolution presents both challenges and opportunities: Why Salesforce is Making This Change Legacy profile-based permissions have become unsustainable for modern enterprises, creating: The new permission set model delivers:✔ Modular, role-based access controls✔ Reduced management overhead✔ Enhanced audit capabilities✔ Dynamic alignment with business needs Note: Some profile functionality (login hours, page layouts) will remain, but core object/field permissions will migrate to permission sets. Tectonic’s Proven Transition Framework As a leader in Salesforce transformations, Tectonic has developed a comprehensive approach to permission set migration: 1. Strategic Assessment 2. Intelligent Design 3. Automated Deployment 4. Organizational Enablement Beyond Compliance: Strategic Advantages This transition represents more than a technical requirement—it’s an opportunity to: Building Your Transition Team The permission set revolution will reshape Salesforce talent needs. Tectonic offers dual solutions: 1. Expert Consultants 2. Managed Services Why Partner with Tectonic? Prepare for the Shift The clock is ticking toward Spring 2026. Organizations that start their transition now will: Ready to transform your access management strategy? Tectonic’s Salesforce experts can guide your organization through every phase of this critical transition. Like Related Posts AI Automated Offers with Marketing Cloud Personalization AI-Powered Offers Elevate the relevance of each customer interaction on your website and app through Einstein Decisions. Driven by a Read more Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more The Salesforce Story In Marc Benioff’s own words How did salesforce.com grow from a start up in a rented apartment into the world’s Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more

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Salesforce Functions

Salesforce Functions: A Retrospective on the Retired Serverless Solution What Was Salesforce Functions? Salesforce Functions (retired January 31, 2025) was a serverless compute platform that enabled developers to extend Salesforce with custom, elastically scalable logic using familiar programming languages like: Unlike traditional Apex development, Functions allowed teams to write, deploy, and scale business logic without managing infrastructure—all while integrating seamlessly with Apex, Flows, and Lightning Web Components (LWC). Key Features & Benefits (While Active) 1. Language Flexibility ✔ No Apex lock-in – Developers used preferred languages (Java, JS, TS) and tools.✔ Reuse existing code – Leverage libraries, frameworks, and open-source solutions. 2. Elastic, Serverless Scaling ✔ Auto-scaling – No capacity planning; Salesforce handled compute resources.✔ Pay-per-use model – Cost-efficient for variable workloads. 3. Native Salesforce Integration ✔ Trigger from Apex, Flows, or LWC – Seamlessly embed custom logic in Salesforce processes.✔ Secure & compliant – Built on Salesforce’s trusted infrastructure. 4. Reduced DevOps Overhead ✔ No server management – Salesforce handled deployment, scaling, and uptime.✔ Focus on business logic – No need to provision or monitor cloud resources. Why Was Salesforce Functions Retired? Salesforce officially sunset Functions on January 31, 2025, citing: Existing customers were required to migrate to alternative solutions before their contract terms ended. How It Worked (Before Retirement) Example Use Cases Migration Paths After Retirement Organizations previously using Functions were advised to transition to: Alternative Solution Best For Salesforce Code Builder Cloud-based development in VS Code. Einstein Automate Low-code/serverless automation with AI. External Cloud Functions AWS Lambda, Azure Functions + Salesforce Connect. Final Thoughts Salesforce Functions bridged a critical gap by letting developers break free from Apex while maintaining Salesforce’s security and scalability. Its retirement reflects Salesforce’s broader shift toward Hyperforce and cloud-agnostic development. Looking ahead? While Functions is no longer available, its legacy lives on in Salesforce’s evolving low-code and pro-code ecosystem. Key Takeaways:✔ Retired January 2025 – No new Functions could be created.✔ Enabled Java/JS/TS development – Without Apex limitations.✔ Migrate to Code Builder, Einstein Automate, or external cloud functions.✔ Part of Salesforce’s shift toward Hyperforce & cloud-native solutions. Next Steps for Former Users:➡ Audit existing Functions dependencies.➡ Evaluate Einstein Automate for low-code alternatives.➡ Explore Salesforce Code Builder for cloud-based development. Like Related Posts AI Automated Offers with Marketing Cloud Personalization AI-Powered Offers Elevate the relevance of each customer interaction on your website and app through Einstein Decisions. Driven by a Read more Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more The Salesforce Story In Marc Benioff’s own words How did salesforce.com grow from a start up in a rented apartment into the world’s Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more

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Salesforce Labs

Salesforce ProVision

ProVision: Programmatic Generation of Multimodal Instruction Data for Enhanced Model Training The Challenge of Multimodal Instruction Data Recent advances in multimodal language models (MLMs) like GPT-4V and BLIP have enabled sophisticated image-based reasoning, such as answering complex queries like “How many students are raising their hands in this image?” However, training these models requires high-quality instruction data—paired visual content with corresponding questions and answers—which is difficult to generate at scale. Existing approaches face key limitations: Introducing ProVision: A Scalable, Programmatic Solution To address these challenges, we developed ProVision, a framework that automatically synthesizes multimodal instruction data using scene graphs and human-written Python programs. How It Works: Key Advantages Over Traditional Methods:✔ Interpretability – Rules-based generation ensures factual correctness.✔ Scalability – New data generators can be added to expand question types.✔ Flexibility – Works with both annotated and automatically generated scene graphs. ProVision-10M: A Large-Scale Multimodal Dataset Our framework integrates 24 single-image and 14 multi-image instruction generators, producing over 10 million high-quality Q&A pairs—publicly released as ProVision-10M. Performance Improvements in Fine-Tuning MLMs We evaluated ProVision-10M by incorporating it into: Results: Future Directions ProVision opens new possibilities for scalable, high-quality multimodal training data. Future work could: By enabling systematic, rule-based instruction synthesis, ProVision provides a cost-effective, transparent, and scalable alternative to traditional data generation methods—helping advance the next generation of multimodal AI. Like Related Posts AI Automated Offers with Marketing Cloud Personalization AI-Powered Offers Elevate the relevance of each customer interaction on your website and app through Einstein Decisions. Driven by a Read more Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more The Salesforce Story In Marc Benioff’s own words How did salesforce.com grow from a start up in a rented apartment into the world’s Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more

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Salesforce Government Cloud

Salesforce Government Cloud: Ensuring Compliance and Security

Salesforce Government Cloud public sector solutions offer dedicated instances known as Government Cloud Plus and Government Cloud Plus – Defense. These instances are built on Salesforce Customer 360, featuring both Platform-as-a-Service (PaaS) and Software-as-a-Service (SaaS) offerings. Key Features: Scale and Secure Apps on a Compliant Government Cloud: Government Cloud Plus for Public Sector: Unique Aspects of Government Cloud Plus: Compliant Environment and Security Measures: Drive Adoption and Salesforce FedRAMP: Salesforce FedRAMP Overview: Salesforce Usage in the U.S. Government: Salesforce Government Cloud Public Sector Solutions Content updated February 2025. Like2 Related Posts AI Automated Offers with Marketing Cloud Personalization AI-Powered Offers Elevate the relevance of each customer interaction on your website and app through Einstein Decisions. Driven by a Read more Salesforce OEM AppExchange Expanding its reach beyond CRM, Salesforce.com has launched a new service called AppExchange OEM Edition, aimed at non-CRM service providers. Read more The Salesforce Story In Marc Benioff’s own words How did salesforce.com grow from a start up in a rented apartment into the world’s Read more Salesforce Jigsaw Salesforce.com, a prominent figure in cloud computing, has finalized a deal to acquire Jigsaw, a wiki-style business contact database, for Read more

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