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Tectonic Salesforce Implementation Partner

Choosing a 2025 Salesforce Solutions Partner

Salesforce has revolutionized how companies manage customer relationships, offering a powerful CRM platform that drives efficiency, productivity, and sales growth. However, fully unlocking its potential requires more than just subscribing to the platform. Successful deployment, seamless integration, and tailored customization are critical to maximizing Salesforce’s benefits. That’s where selecting the right Salesforce Cloud Solutions Partner becomes crucial. This guide will walk you through the key factors to consider when choosing a Salesforce implementation partner to ensure a successful deployment and seamless integration tailored to your business needs. Why You Need a Salesforce Cloud Solutions Partner The Salesforce ecosystem is vast and complex, offering a range of tools, services, and integrations that can be overwhelming without the right guidance. From pricing options to technical aspects of Salesforce Sales Cloud, implementation, and integrations, the right partner can simplify the process. A skilled Salesforce Cloud Solutions Partner can: Choosing the right partner can significantly impact your Salesforce journey, ensuring a smooth transition and long-term success. Key Factors to Consider When Choosing a Partner 1. Assess Expertise and Experience Salesforce implementation requires technical proficiency and industry-specific expertise. Look for a partner who: Additionally, ensure the partner is skilled in services you may require, such as Salesforce Outlook Integration or trial configurations. 2. Evaluate Customization Capabilities Every business is unique, and your Salesforce CRM must reflect that. A capable partner will tailor the platform to your needs, including: Customization ensures your Salesforce environment fits your business like a glove, optimizing operations and delivering maximum ROI. 3. Look for a Holistic Approach to Integration Salesforce excels at integrating with various platforms to streamline workflows. Choose a partner who offers: A well-integrated system simplifies operations, enhances productivity, and positions your business for scalable success. 4. Ensure Support and Training Salesforce implementation is only the beginning; ongoing support and training are critical to success. Your partner should offer: Continuous support ensures your team fully leverages Salesforce, adapting to new features and growing with the platform. 5. Prioritize Pricing Transparency Salesforce offers flexible pricing plans, but implementation costs can vary. Ensure your partner provides: Pricing transparency helps you plan effectively and avoid surprises during your Salesforce journey. Conclusion Selecting the right Salesforce Cloud Solutions Partner is a critical decision that can profoundly impact your business’s efficiency and growth. By focusing on expertise, customization, integration, and support, you can ensure a smooth Salesforce implementation that maximizes your investment. A trusted partner doesn’t just implement Salesforce; they become an integral part of your success, helping you scale confidently and adapt to future challenges. For tailored guidance on selecting the ideal Salesforce partner or learning more about best practices for Salesforce CRM implementation, explore our detailed insights and resources. Make an informed choice and set your organization up for long-term success with Salesforce. Like Related Posts 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 Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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salesforce manufacturing sales service experience case study

Manufacturing Deep Dive into Salesforce Winter 25 Release

The Salesforce Winter ’25 release is packed with game-changing updates tailored to manufacturers. With features designed to optimize asset management, inventory, and sales agreements, Salesforce is redefining how manufacturers stay competitive in today’s fast-paced market. Let’s explore the key highlights. Connected Assets The enhanced Connected Assets functionality is a standout feature in this release. By leveraging advanced IoT integrations, manufacturers can monitor and manage equipment in real time, enabling predictive maintenance and reducing downtime. Picture this: foreseeing potential machine issues before they escalate. This proactive approach helps manufacturers schedule maintenance at optimal times, saving both time and money. Enhanced visibility into asset performance also empowers teams to make data-driven decisions, boosting operational efficiency. Asset Service Lifecycle Management The Asset Service Lifecycle Management updates streamline the entire lifecycle of an asset—from installation to decommissioning. For manufacturers, where equipment performance is pivotal, these updates are a game-changer. Key features include: These enhancements not only improve service delivery but also boost customer satisfaction by keeping production schedules on track. Inventory Search and Transfer Efficient inventory management is critical for manufacturers, and the Inventory Search and Transfer update addresses this need directly. By improving visibility and accessibility, manufacturers can operate with greater agility and responsiveness, ensuring smooth operations even under tight timelines. Sales Agreement Enhancements Sales agreements are a cornerstone of manufacturing transactions, and the Winter ’25 release introduces significant improvements to streamline this process. These enhancements reduce negotiation time, minimize risks of misunderstandings, and enable manufacturers to close deals faster—key advantages in a competitive market. Sales Agreement Summary To complement these updates, the new Sales Agreement Summary feature provides a concise overview of all active agreements, including key dates, terms, and stakeholders. This enhanced visibility fosters better collaboration among teams and helps businesses stay ahead of their goals. Why It Matters for Manufacturers Salesforce’s Winter ’25 release is more than just an update—it’s a tool kit for driving growth and operational excellence. From predictive asset management to streamlined inventory control and faster sales cycles, these innovations empower manufacturers to: Ready to Transform?Leverage these powerful tools to gain a competitive edge. At Tectonic, we specialize in guiding manufacturers through their Salesforce journey, helping you maximize the impact of these updates. Reach out to our team today to get started! Like Related Posts 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 Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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Potential of GenAI in Healthcare

Potential of GenAI in Healthcare

Clinicians spend about 28 hours per week on administrative tasks, mainly clinical documentation and communication. Medical and claims staff reported even higher administrative loads, with 34 and 36 hours spent weekly on tasks like documentation, communication, and prior authorization. Many respondents linked these demands directly to burnout, with 77% of claims staff, 81% of medical staff, and 82% of clinicians citing administrative burdens as significant contributors. Additionally, 78% of payer executives and 85% of provider executives noted that administrative work is a key driver of staffing shortages.

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Value-Based Care Technologies

Value-Based Care Technologies

Essential Technologies for Value-Based Care Success As healthcare providers increasingly adopt value-based care, they must invest in the right technologies and resources to succeed in this model, which incentivizes high-quality, cost-effective care. Value-Based Care Technologies tie reimbursement to care quality, making providers accountable for patient outcomes while providing resources to enhance care. As of 2021, nearly 60% of healthcare payments were already tied to value-based models, according to the Health Care Payment Learning and Action Network (HCP LAN). While partnerships can initiate value-based care, providers must invest in the right technology to fully achieve the intended outcomes. Health Information Exchange (HIE) A robust health information exchange (HIE) is fundamental to value-based care, as it enables providers and payers to access high-quality data seamlessly. HIE allows healthcare professionals to share patients’ medical information electronically across organizations, promoting care coordination by giving providers a comprehensive view of patient needs. For patients, HIE enables more informed involvement in their care by making their health data accessible across specialists, labs, and pharmacies. While joining an HIE may involve new technology investments and workflow adjustments, it ultimately enhances provider access to critical health data. Population Health Management Tools Population health management tools help providers assess health outcomes within groups rather than focusing on individuals alone. These tools aggregate and analyze data, allowing practices to identify high-risk patients and create targeted interventions. This not only enhances health outcomes but can also reduce costs by avoiding expensive treatments. Patient engagement tools, such as telehealth and remote patient monitoring, are essential in population health management, especially for monitoring high-risk patients when in-person care is not feasible. Digital surveys integrated within patient portals can provide insights into social determinants of health, adding a broader context to patient needs. Data Analytics Data analytics transform healthcare data into actionable insights across four types: descriptive, diagnostic, predictive, and prescriptive. Providers can use these analytics to reduce hospital readmissions, predict diseases, and identify chronic illnesses. Data integration and risk stratification capabilities are especially valuable in value-based care, enabling providers to track patient health outcomes effectively and prioritize high-risk cases. Artificial Intelligence & Machine Learning AI and machine learning support many data analytics functions, helping identify patient needs and easing administrative burdens. Given staffing shortages and burnout—reported by 63% of physicians in 2021, according to the American Medical Association (AMA)—AI can automate tasks like documentation, charting, and scheduling, allowing providers to focus more on patient care. Additionally, AI-driven automation in revenue cycle management tasks, such as billing and coding, can reduce the administrative workload associated with value-based care. Price Transparency Technology Price transparency empowers patients to seek cost-effective care, a core principle of value-based models. When providers comply with transparency regulations, patients can better understand their costs and make informed decisions. For providers, leveraging price transparency tools ensures compliance and facilitates partnerships with payers by enabling more effective negotiation, which supports the overall goals of value-based care. As healthcare continues shifting to value-based models, investing in these technologies is critical for providers aiming for long-term success. While these tools rdo equire substantial investment, they are essential for improving patient outcomes, optimizing care quality, and ensuring sustainability in value-based care. When evaluating and choosing healthcare technology tools, contact Tectonic for help. Like1 Related Posts 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 Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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Customization and Configuration in Salesforce

Salesforce Customization vs. Configuration: Choosing the Right Approach for Your Business Salesforce has become a top choice for businesses aiming to strengthen customer relationships and achieve their goals. Its flexibility to adapt to diverse needs through customization and configuration makes it stand out. While both approaches aim to tailor your Salesforce Org to meet specific business requirements, they differ in methodology and use cases. This insight will help you understand their differences and provide insights into when and how to choose between them. Let’s get the insight! What is Salesforce Customization? Salesforce customization involves enhancing your Salesforce Org by introducing tailored features, functionalities, and applications through coding. It goes beyond the out-of-the-box capabilities, enabling you to extend your platform to meet unique and complex business requirements. This approach requires expertise from a Salesforce developer who leverages tools such as Apex, Lightning Components, and the Salesforce Code Builder to create custom solutions. Examples of Customization: What is Salesforce Configuration? Salesforce configuration refers to adapting Salesforce’s native features to meet business needs without modifying the underlying code. By using tools such as drag-and-drop builders, configuration allows users—even those without technical expertise—to optimize the platform’s functionality. Examples of Configuration: Key Differences Between Customization and Configuration Basis Customization Configuration Level of Personalization High personalization, tailored to unique needs Limited to Salesforce’s native capabilities Implementation Requires coding expertise and detailed development Simpler, relies on drag-and-drop tools Time to Deploy Longer development cycles Faster implementation and deployment Maintenance Can require ongoing updates and compatibility adjustments during Salesforce upgrades Easier to maintain, as it aligns with standard platform updates Cost Higher costs due to skilled developer involvement Cost-effective; can be handled by in-house admins Risk Higher risks due to potential code conflicts or errors Lower risks, but over-configuration can lead to complexity Best Practices for Customization and Configuration Choosing the Right Approach The decision to opt for customization or configuration depends on factors like business requirements, budget, timeline, and project complexity. Sometimes, a hybrid approach that combines customization and configuration is the best solution, providing flexibility while optimizing costs and implementation speed. Why Partner with Salesforce Experts? Partnering with experienced Salesforce consultants at Tectonic ensures your Org is tailored to meet your specific business needs. They analyze your workflows, processes, and challenges to recommend the most effective approach—whether it’s customization, configuration, or a blend of both. At Tectonic, our team of 200+ Salesforce experts specializes in delivering tailored solutions that maximize ROI. From development to ongoing maintenance, we ensure your Salesforce Org aligns with your long-term goals. Ready to transform your Salesforce platform? Let’s discuss how we can help. Like Related Posts 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 Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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Data Analytics for Disease Management

Data Analytics for Disease Management

Healthcare IT advancements, especially electronic health records (EHRs), have made it easier to gather and store data, which, in turn, fuels population health initiatives and improves patient outcomes. The Agency for Healthcare Research and Quality highlights that using health IT tools can significantly enhance chronic disease management by promoting efficient care delivery, information-sharing, and patient education. However, selecting and adopting the right analytics tools remains challenging. Here are five essential data analytics tools that healthcare providers can leverage for effective chronic disease management.

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Tectonic Salesforce Customization

Salesforce Customization Requests

The Most Commonly Requested Salesforce Customizations Salesforce’s flexibility is one of its biggest strengths, allowing businesses to tailor the platform to meet their unique needs. Here are the most frequently requested types of customizations: 1. Declarative Customization Make adjustments using Salesforce’s built-in tools—no coding required. Examples: Ideal For:Businesses looking for straightforward changes to enhance usability without requiring programming expertise. 2. Integration Customization Connect Salesforce with third-party systems to streamline workflows and centralize data. Examples: Benefits:Boost operational efficiency by enabling seamless communication between systems. 3. Custom Code Development Go beyond standard functionality with tailored solutions using Apex, Visualforce, or Lightning Web Components. Examples: Best For:Organizations with advanced or highly specific requirements that declarative tools can’t fulfill. 4. User Interface (UI) Customization Adapt the look and feel of Salesforce to improve user experience and align with your brand. Examples: Goal:Create an intuitive, visually appealing interface that boosts productivity and user adoption. 5. Workflow Automation Save time by automating repetitive tasks and processes. Examples: Impact:Streamline operations, reduce manual workloads, and improve efficiency. 6. Reporting and Analytics Customization Provide actionable insights with tailored reports and dashboards. Examples: Advantage:Empower teams to make data-driven decisions with clear, relevant insights. 7. Mobile Optimization Ensure a seamless Salesforce experience for users on mobile devices. Examples: Purpose:Keep teams connected and productive, regardless of location. Conclusion Salesforce customization goes beyond CRM—it transforms the platform into a tailored solution that aligns with your unique business processes. Whether you’re looking for simple adjustments or advanced integrations, these customizations unlock Salesforce’s full potential to drive operational success. Ready to Get Started?Discover how our Salesforce customization services can help tailor the platform to your specific needs. Let’s work together to maximize your investment and achieve your business goals! Like Related Posts 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 Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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Document Checklist in Salesforce Screen Flow

Document Checklist in Salesforce Screen Flow

One effective way to accomplish this is by using the Document Matrix element in Discovery Framework–based OmniScripts. This approach allows you to streamline the assessment process and ensure that the advisor uploads the correct documents.

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Salesforce Success Story

Case Study: Children’s Hospital Use Cases

In need of help to implement requisite configuration updates to establish a usable data model for data segmentation that supports best practices utilization of Marketing Cloud features including Contact Builder, Email Studio and Journey Builder.

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Generative AI and Patient Engagement

Generative AI and Patient Engagement

The healthcare industry is undergoing a significant digital transformation, with generative AI and chatbots playing a prominent role in various patient engagement applications. Technologies such as online symptom checkers, appointment scheduling, patient navigation tools, medical search engines, and patient portal messaging are prime examples of how AI is enhancing patient-facing interactions. These advancements aim to alleviate staff workload while improving the overall patient experience, according to industry experts. However, even these patient-centric applications face challenges, such as the risk of generating medical misinformation or biased outcomes. As healthcare professionals explore the potential of generative AI and chatbots, they must also implement safeguards to prevent the spread of false information and mitigate disparities in care. Online Symptom Checkers Online symptom checkers allow patients to input their symptoms and receive a list of potential diagnoses, helping them decide the appropriate level of care, whether it’s urgent care or self-care at home. These tools hold promise for improving patient experiences and operational efficiency, reducing unnecessary healthcare visits. For healthcare providers, they help triage patients, ensuring those who need critical care receive it. However, the effectiveness of online symptom checkers is mixed. A 2022 literature review revealed that diagnostic accuracy ranged between 19% and 37.9%, while triage accuracy was higher, between 48.9% and 90%. Patient reception to these tools has been lukewarm as well, with some expressing dissatisfaction with the COVID-19 symptom checkers during the pandemic, mainly when the tools did not emulate human interaction. Moreover, studies have indicated that these tools might exacerbate health inequities, as users tend to be younger, female, and more digitally literate. To mitigate this, developers must ensure that chatbots can communicate in multiple languages, replicate human interactions, and escalate to human providers when needed. Self-Scheduling and Patient Navigation Generative AI and conversational AI have shown promise in addressing lower-level patient inquiries, such as appointment scheduling and navigation, reducing the strain on healthcare staff. AI-driven scheduling systems help fill gaps in navigation by assisting patients with appointment bookings and answering logistical questions, like parking or directions. A December 2023 review noted that AI-optimized patient scheduling reduces provider time burdens and improves patient satisfaction. However, barriers such as health equity, access to broadband, and patient trust must be addressed to ensure effective implementation. While organizations need to ensure these systems are accessible to all, AI is a valuable tool for managing routine patient requests, freeing staff to focus on more complex issues. Online Medical Research AI tools like ChatGPT are expanding on the “Dr. Google” phenomenon, offering patients a way to search for medical information. Despite initial concerns from clinicians about online medical searches, recent studies show that generative AI tools can provide accurate and understandable information. For instance, ChatGPT accurately answered breast cancer screening questions 88% of the time in one 2023 study and offered adequate colonoscopy preparation information in another. However, patients remain cautious about AI-generated medical advice. A 2023 survey revealed that nearly half of respondents were concerned about potential misinformation, and many were unsure about the sources AI tools use. Addressing these concerns by validating source material and providing supplementary educational resources will be crucial for building patient trust. Patient Portal Messaging and Provider Communication Generative AI is also finding its place in patient portal messaging, where it can generate responses to patient inquiries, helping to alleviate clinician burnout. In a 2024 study, AI-generated responses within a patient portal were often indistinguishable from those written by clinicians, requiring human editing in only 58% of cases. While chatbot-generated messages have been found to be more empathetic than those written by overworked providers, it’s important to ensure AI-generated responses are always reviewed by healthcare professionals to catch any potential errors. In addition to patient engagement, generative AI is being used in clinical decision support and ambient documentation, showcasing its potential to improve healthcare efficiency. However, developers and healthcare organizations must remain vigilant about preventing algorithmic bias and other AI-related risks. Like Related Posts 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 Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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Telemynd CharmHealth and Salesforce

Telemynd CharmHealth and Salesforce

Telemynd Integrates CharmHealth EHR with Salesforce to Scale Nationwide Care Telemynd, a leading behavioral health practice, has integrated its CharmHealth electronic health record (EHR) system with the Salesforce CRM platform to expand its services nationwide. This integrated tech stack enhances patient experiences, personalizes care, and streamlines clinical workflows across the organization. At the 2024 CharmHealth user conference, Charmalot2024, Roger Murray, Vice President of Product & Marketing at Telemynd, and Venky Chellappa, Vice President of Sales & Marketing at CharmHealth, discussed the partnership’s impact on scaling Telemynd’s operations. Key Takeaways: Partnership Rooted in Pandemic Response The partnership between Telemynd and CharmHealth began during the COVID-19 pandemic, when Telemynd needed to quickly expand its telehealth services. CharmHealth’s technology facilitated this growth, allowing Telemynd to deliver mental health services to thousands of patients across the U.S. through telehealth. “We were figuring it [telehealth] out together,” said Murray, reflecting on how both teams adapted to the rapid changes. Today, Telemynd delivers over 60,000 hours of care annually, serving both military and civilian patients nationwide. Seamless Integration: CharmHealth and Salesforce CharmHealth’s adaptable EHR platform was designed with integration in mind, allowing Telemynd to combine the strengths of Salesforce and CharmHealth. “Salesforce helps us maintain a positive user experience for patients and providers,” explained Murray. “But we wanted to continue using our CharmHealth EHR. We worked to make the interfaces between the two systems bidirectional for a seamless experience.” All clinical activities, including charting, notes, and revenue cycle management (RCM), take place in CharmHealth, while patient engagement, follow-ups, and outcomes reporting happen through Salesforce. The integration was achieved by enabling the necessary APIs for a smooth flow of information. Chellappa emphasized the collaboration’s success: “We made a commitment to Roger and his team to support them. When they succeed, we succeed.” Mutual Growth Through Partnership This collaboration has extended beyond Salesforce integration, with many solutions developed for Telemynd influencing CharmHealth’s broader product development. Though the API functionality remains proprietary to Telemynd, the insights gained have driven improvements to CharmHealth’s EHR platform. Murray highlighted the strength of the partnership, noting, “The same engineering team at CharmHealth has worked with us for years. Their commitment to our growth has been invaluable.” As a result of this partnership, Telemynd has rapidly expanded its reach, showcasing how mental health services can be scaled effectively. Both companies credit their ongoing collaboration and open communication as key drivers of their mutual success. Like Related Posts 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 Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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AI evolves with tools like Agentforce and Atlas

AI Evolves With Agentforce and Atlas

Not long ago, financial services companies were still struggling with the challenge of customer data trapped in silos. Though it feels like a distant issue, this problem remains for many large organizations unable to integrate different divisions that deal separately with the same customers. Salesforce AI evolves with tools like Agentforce and Atlas. The solution is a concept known as a “single source of truth.” This theme took center stage at Dreamforce 2024 in San Francisco, hosted by Salesforce (NYSE). The event showcased Salesforce’s latest AI innovations, including Agentforce, which is set to revolutionize customer engagement through its advanced AI capabilities. Agentforce, which becomes generally available on October 25, enables businesses to deploy autonomous AI agents to manage a wide variety of tasks. These agents differ from earlier Salesforce-based AI tools by leveraging Atlas, a cutting-edge reasoning engine that allows the bots to think like human beings. Unlike generative AI models, which might write an email based on prompts, Agentforce’s AI agents can answer complex, high-order questions such as, “What should I do with all my customers?” The agents break down these queries into actionable steps—whether that’s sending emails, making phone calls, or texting customers—thanks to the deep capabilities of Atlas. Atlas is at the heart of what makes these AI agents so powerful. It combines multiple large language models (LLMs), large action models (LAMs), and retrieval-augmented generation (RAG) modules, along with REST APIs and connectors to various datasets. This robust system processes user queries through multiple layers, checking for validity and then expanding the query into manageable chunks for processing. Once a query passes through the chit-chat detector—which filters out non-relevant inputs—it enters the evaluation phase, where the AI determines if it has enough data to provide a meaningful answer. If not, the system loops back to the user for more information in a process Salesforce calls the agentic loop. The fewer loops required, the more efficient the AI becomes, making the experience seamless for users. Phil Mui, Senior Vice President of Salesforce AI Research, explained that the AI agents created via Agentforce are powered by the Atlas reasoning engine, which makes use of several key tools like a re-ranker, a refiner, and a response synthesizer. These tools ensure that the AI retrieves, ranks, and synthesizes relevant information to generate high-quality, natural language responses for the user. But Salesforce’s AI agents don’t stop at automation—they also emphasize trust. Before responses reach users, they go through additional checks for toxicity detection, bias prevention, and personally identifiable information (PII) masking. This ensures that the output is both accurate and safe. The potential of Agentforce is massive. According to Wedbush, Salesforce’s AI strategy could generate over $4 billion annually by 2025. Wedbush analysts recently increased their price target for Salesforce stock to $325, reflecting the strong customer reception of Agentforce’s AI ecosystem. While some analysts, such as Yiannis Zourmpanos from Seeking Alpha, have expressed caution due to Salesforce’s high valuation and slower revenue growth, the company’s continued focus on AI and multi-cloud solutions places it in a strong position for the future. Robin Fisher, Salesforce’s head of growth markets for Europe, the Middle East, and Africa, highlighted two major takeaways from Dreamforce for African businesses: the Data Cloud and AI. Data Cloud provides a 360-degree view of the customer, consolidating data into a single source of truth without requiring full data migration. Meanwhile, Agentforce’s autonomous AI agents will drive operational efficiency across industries, especially in markets like Africa. Zuko Mdwaba, Salesforce’s managing director for South Africa, added that the company’s decade-long AI journey is culminating in its most advanced AI offerings yet. This new wave of AI, he said, is transforming not just customer engagement but also internal operations, empowering employees to focus on more strategic tasks while AI handles repetitive ones. The future is clear: as AI evolves with tools like Agentforce and Atlas, businesses across sectors, from banking to retail, are poised to harness the transformative power of autonomous technology and data-driven insights, finally breaking free from the silos of the past. Like1 Related Posts 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 Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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Ingest Salesforce Data to Microsoft Fabric

Ingest Salesforce Data to Microsoft Fabric

I’m using Dataflow Gen 2 in Microsoft Fabric to ingest data from Salesforce via the Salesforce Objects connector, which is authenticated through an Organizational Account (OAuth 2.0). However, unlike Azure Synapse’s SalesforceV2 type, this connector doesn’t offer fields to input a client ID, client secret, or environment URL. Here are the key concerns: 1. Reauthentication Requirement Will reauthentication be required regularly (e.g., after access tokens expire), and how often will that occur? What factors contribute to the frequency of reauthentication? With OAuth 2.0, the system typically provides an access token (short-lived, often around 1 hour) and a refresh token, which can last longer. Reauthentication is necessary when both expire. While Dataflow Gen 2 does not allow manual token management, it should handle refreshing access tokens automatically. The reauthentication frequency depends largely on: 2. Cons of Using an Organizational Account What are the potential downsides of using an Organizational Account for this connection, particularly in a production setting where automation and stability are critical? Potential drawbacks: To mitigate these risks, I recommend using a service account (rather than individual accounts) to centralize and secure access. 3. Workaround for Client Credentials Flow Is it possible to implement a client credentials flow (i.e., providing a client ID, client secret, and environment URL) to prevent frequent reauthentication, similar to Azure Synapse or Data Factory? If not, what options are available for maintaining a stable, long-term data connection from Salesforce? Currently, there doesn’t appear to be support for client credentials flow in Dataflow Gen 2. You may want to reach out to Microsoft support for confirmation. As an alternative, you could explore: Like Related Posts 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 Health Cloud Brings Healthcare Transformation Following swiftly after last week’s successful launch of Financial Services Cloud, Salesforce has announced the second installment in its series Read more

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