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Generative AI Benchmark from Salesforce
18Jun

Generative AI Benchmark from Salesforce

Salesforce Introduces Generative AI Benchmark Tool for CRM Generative AI Benchmark from Salesforce evaluation tool designed to help businesses select the most suitable large language models (LLMs) for their CRM needs. Key Benefits of the Generative AI Benchmark for CRM: Tailored for CRM Applications: Silvio Savarese, EVP and Chief Scientist of Salesforce Research, highlights the importance of aligning generative AI processes with CRM goals. The benchmark helps businesses assess various LLMs using real-world CRM data, covering use cases such as sales and service scenarios. Human-Centered Evaluation Approach: The benchmark, developed by Salesforce’s Frontier AI applied research group and core product teams, leverages human professionals and real CRM data. This approach ensures a thorough evaluation across four key areas: Notable Insights: Savarese points out that larger models are not always the optimal choice. Smaller, more cost-effective models can offer satisfactory performance. He also mentions that this benchmark is just the beginning, with plans to expand metrics, use cases, and data annotations. Future evaluations will include the performance of fine-tuned models on CRM data, promising further differentiation and improvement. Salesforce’s generative AI benchmark tool offers a comprehensive and practical framework for businesses to choose the best LLMs for their CRM needs, ensuring a balance of accuracy, cost, speed, and trust and safety. 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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June 18, 2024in Generative AI
Salesforce Essentials and Salesforce Professional
16Jun

Salesforce Essentials and Salesforce Professional

Salesforce offers two primary CRM solutions: Salesforce Essentials and Salesforce Professional, each tailored to different business needs. Salesforce Essentials: Salesforce Essentials is designed for small businesses, offering fundamental CRM tools at an affordable price. It’s ideal for teams of up to five members and provides a unified view of customer interactions across multiple channels, including email, chat, social media, and phone. This platform simplifies customer support with a consolidated help center for common inquiries. Priced at $25 per month, Essentials is budget-friendly and easy to set up, making it suitable for startups and small teams looking for a straightforward CRM solution. Salesforce Professional: On the other hand, Salesforce Professional targets larger businesses with more complex CRM requirements. It extends beyond basic CRM functionalities to include advanced features such as lead management, customizable sales processes, and comprehensive reporting capabilities. Key attributes of Professional include forecasting tools, Einstein Activity Capture for enhanced productivity insights, and a mobile app with full offline functionality. Priced at per user per month, Professional caters to businesses needing extensive customization options and deep data analysis capabilities to manage complex sales processes and customer relationships effectively. Comparison: Salesforce Essentials Salesforce Professional Price $25 per month $80 per user, per month User limit Up to 5 users Unlimited users Reporting and Dashboards Basic reporting capabilities Customizable reports and dashboards Mobile App Functionality Limited Full offline functionality Email Integration Basic email integration Advanced integration with Outlook and Gmail Customization Limited customization options Extensive customization options Customization The customization options in Essentials are limited, which is often sufficient for smaller businesses that don’t need complex customization. Extensive customization options in Professional allow larger businesses to tailor the CRM to their specific processes and needs, a critical feature for complex business structures. Salesforce Essentials is widely considered a beneficial instrument for small enterprises, providing essential features for customer relationship management, sales, and marketing automation. It is valued for its accessibility, user-friendly interface, and all-in-one platform. Strong choices for customer service are provided, and it connects effectively with other corporate tools and is expandable. The software has a learning curve for certain users, and you can’t access advanced functions unless you pay more. A reliable internet connection is necessary for the often intricate setting and customization. Concerns are also raised about reporting functionality and extra costs for premium services that exceed the basic subscription charge. Users of Salesforce Professional recognize the platform’s extensive features and ease of use. They also commend it for its ability to integrate with other platforms, like WhatsApp. Some people do, however, feel that the UI could be more contemporary and intuitive. There is disagreement over the frequency of updates and the unresponsiveness of various parts of the customer support. Users value the tool’s capacity to enhance workday routines, its intuitive design, and its simplicity in integrating with lead generation and sales channels. The cost is observed to be greater than that of comparable suppliers, and third parties are frequently needed for the implementation phase. Can Salesforce Essentials scale with my growing business? Salesforce Essentials is tailored for small businesses and startups and while it offers essential CRM tools, it has limitations in scalability due to its user cap and basic feature set. For businesses anticipating significant growth, transitioning to Salesforce Professional or another higher-tier Salesforce product might be necessary. Conclusion: Choosing between Salesforce Essentials and Salesforce Professional depends on the size of your business, your budget, and the complexity of your CRM needs. Essentials is suitable for small teams and startups looking for an affordable, easy-to-use CRM solution. In contrast, Professional is geared towards larger businesses that require advanced features, customization options, and robust reporting capabilities to manage complex sales operations effectively. 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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June 16, 2024in Salesforce
Automated LinkedIn Prospecting
16Jun

Automated LinkedIn Prospecting

Salesflow, an award-winning LinkedIn outreach automation platform, announces native integrations with a range of popular CRM systems. London, United Kingdom – June 14, 2024 —Automated LinkedIn Prospecting The automated LinkedIn lead generation tool now offers seamless integration with HubSpot, Zapier, Salesforce, and PipeDrive, with further additions expected in the coming months. The firm states that it now takes less than five minutes for clients to begin using LinkedIn automation through their existing CRM platform, allowing them to continue using familiar tools and workflows. More details can be found at https://salesflow.io/automation-software-improve-pipeline/ Salesflow explains that the new CRM integrations have applications for sales teams, small companies, and LinkedIn-as-as-Service agencies. The firm’s award-winning software is designed to automate multiple stages in the LinkedIn lead generation process, allowing teams to focus their energies on the most attractive prospects. According to LinkedIn’s own statistics, over 80% of B2B marketers say that they achieve the greatest results when social selling through the platform, when compared to other social media networks. However, creating an outreach campaign that retains a personal element can be a time-consuming task, which can limit its usefulness for smaller organizations. Salesflow is designed to create highly automated LinkedIn campaigns, while still offering the ability to include unique keywords that make messages more personal. With the new CRM integrations, the firm has progressed the automation several steps further, with the goal of making the process as fast and efficient as possible. “Salesflow is a cloud-based automation tool using static IPs to ensure a secure prospecting outreach while running on autopilot,” a company representative explained. “You can also now set up integrations to get data from LinkedIn sent directly into your CRM system, and you can begin to see new leads filtering through almost immediately.” About Salesflow Peer-to-peer software review site G2 identified Salesflow as a “High Performer” in the lead generation automation category for the spring and summer of this year, and recently upgraded that rating to “Leader” for both the European and US markets. The system is now used by several major organizations, including HubSpot, Verizon, and Visyond. “Salesflow is awesome and is a must-have for B2B social selling,” one company director recently stated. “This brilliant platform saves us a huge amount of time and money on lead generation, it reduces stress, and gets us connected to relevant prospects across our target industries. Best of all, it does all of that really fast.” Interested parties can find more information by visiting https://salesflow.io/automation-software-improve-pipeline/ 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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June 16, 2024in Salesforce
Salesforce Spiff
14Jun

Salesforce Spiff

Incentive Compensation Management Boost seller motivation and performance with incentive compensation management software that offers real-time commission visibility. Salesforce Spiff. Automate commission calculations, reduce administrative tasks, and improve departmental alignment with compensation plans geared for revenue growth. Automate Commissions and Motivate Sellers Enhance collaboration across departments and align go-to-market priorities with effective incentive compensation management. Customized Rep Statements Empower sellers by providing commission statements, tracking progress against goals, and estimating potential earnings. Use commission tracing functionality to eliminate confusion and align organizational priorities with seller motivations. In-App Comments and Notifications Manage questions, comments, and disputes efficiently within a single platform. Promote cross-organizational collaboration through real-time comments and notifications. Commission Estimator Allow sellers to predict future earnings by providing data-driven insights into incentive estimates early in the sales process. This helps sellers and managers focus on high-impact deals. Flexible Setup Quickly set up incentive compensation plans, adapting to changes in team structure or compensation complexity. Track all plan adjustments with an audit log. Powerful Automation and Workflows Automate complex commission structures, including accelerators, tiers, and triggers. Calculate thousands of statements in seconds to ensure accuracy and efficiency. Seamless Integrations Integrate CRM, ERP, HCM, payroll, or other systems to create a real-time, single source of truth for all commission needs. Data Accuracy Use machine learning to automatically match records, eliminating manual errors and providing a reliable single source of truth. Deep Audit Trail Add effective dates to any user, plan, or logic, and lock historical statements to maintain accuracy. Manage one-off changes without concern. Automated Expense Reporting Maintain compliance under ASC 606 and IFRS 15 with automated, audit-ready expense reports. Use an intuitive interface to manage exceptions, fringe benefits, and varied commission types. Salesforce and Spiff: A Strategic Acquisition After pausing mergers and acquisitions over the past year, Salesforce acquired Spiff at the end of 2023. Previously an AppExchange partner, Spiff provided robust incentive compensation management functionality, calculating commissions for sales based on closed-won deals. Integration into Sales Cloud Salesforce has integrated “Salesforce Spiff” into Sales Cloud, emphasizing the importance of Incentive Compensation Management (ICM) for high-performing companies. With 90% of top-performing companies using incentive programs, this acquisition enhances Salesforce’s offerings. Growth and Market Presence Before the acquisition, Spiff had 1,000 customers and was growing at 100% year-over-year. Salesforce’s market share of approximately 23% in the Sales CRM market indicates significant growth potential for ICM. The Importance of ICM ICM software addresses the complexity of commission calculations, including various percentages for new sales, renewals, bonuses for new customers, accelerators, and team incentives. Accurate calculations across large sales teams are crucial for maintaining motivation and performance. This is a huge time saver. From Excel to Cloud Technology While Excel spreadsheets have been a traditional solution for ICM, Spiff’s cloud technology offers greater functionality and user-friendliness. And it interfaces directly with Sales Cloud. How Salesforce Spiff Works Available as an add-on for Sales Cloud customers from May 2024, Salesforce Spiff offers: Enhanced User Experience The low-code builder simplifies the creation of commission plans, saving time compared to Excel. Real-time commission visibility allows sales users to see potential earnings, motivating them to pursue lucrative opportunities. Final Thoughts Sales roles are essential for driving business revenue. Tools like Spiff provide transparency into potential earnings, significantly impacting sales teams’ motivation and performance. Integrating Spiff into Sales Cloud enhances Salesforce’s value proposition, helping businesses optimize their sales processes and achieve better results. Availability Salesforce Spiff will be available as an add-on for Sales Cloud customers in May 2024. Non-Salesforce customers can also purchase the product from Salesforce.com/salesforcespiff starting May 2024. 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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June 14, 2024in Salesforce
Salesforce Summer 24 Experience Cloud Release
12Jun

Salesforce Summer 24 Experience Cloud Release

Experience Cloud Customization is key, and Experience Cloud is here to help you deliver. Salesforce Summer 24 Experience Cloud Release. Integrate enhanced LWR sites with Data Cloud to gain deeper insights into site visitor interactions. Elevate your site with new styling features for forms and buttons, streamlined search options, and increased control over the layout and spacing of your LWR sites. Improve your visitor login experience with a new integration framework for headless login and guest user identity flows. Stay productive on the go with a collection of updates to the Mobile Publisher app. Salesforce Summer 24 Experience Cloud Release 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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June 12, 2024in Salesforce Experience Cloud
BERT and GPT
11Jun

BERT and GPT

Breakthroughs in Language Models: From Word2Vec to Transformers Language models have rapidly evolved since 2018, driven by advancements in neural network architectures for text representation. This journey began with Word2Vec and N-Grams in 2013, followed by the emergence of Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) networks in 2014. The pivotal moment came with the introduction of the Attention Mechanism, which paved the way for large pre-trained models and transformers. BERT and GPT. From Word Embedding to Transformers The story of language models begins with word embedding. What is Word Embedding? Word embedding is a technique in natural language processing (NLP) where words are represented as vectors in a continuous vector space. These vectors capture semantic meanings, allowing words with similar meanings to have similar representations. For instance, in a word embedding model, “king” and “queen” would have vectors close to each other, reflecting their related meanings. Similarly, “car” and “truck” would be near each other, as would “cat” and “dog.” However, “car” and “dog” would not have close vectors due to their different meanings. A notable example of word embedding is Word2Vec. Word2Vec: Neural Network Model Using N-Grams Introduced by Mahajan, Patil, and Sankar in 2013, Word2Vec is a neural network model that uses n-grams by training on context windows of words. It has two main approaches: Both methods help capture semantic relationships, providing meaningful word embeddings that facilitate various NLP tasks like sentiment analysis and machine translation. Recurrent Neural Networks (RNNs) RNNs are designed for sequential data, processing inputs sequentially and maintaining a hidden state that captures information about previous inputs. This makes them suitable for tasks like time series prediction and natural language processing. The concept of RNNs can be traced back to 1925 with the Ising model, used to simulate magnetic interactions analogous to RNNs’ state transitions for sequence learning. Long Short-Term Memory (LSTM) Networks LSTMs, introduced by Hochreiter and Schmidhuber in 1997, are a specialized type of RNN designed to overcome the limitations of standard RNNs, particularly the vanishing gradient problem. They use gates (input, output, and forget gates) to regulate information flow, enabling them to maintain long-term dependencies and remember important information over long sequences. Comparing Word2Vec, RNNs, and LSTMs The Attention Mechanism and Its Impact The attention mechanism, introduced in the paper “Attention Is All You Need” by Vaswani et al., is a key component in transformers and large pre-trained language models. It allows models to focus on specific parts of the input sequence when generating output, assigning different weights to different words or tokens, and enabling the model to prioritize important information and handle long-range dependencies effectively. Transformers: Revolutionizing Language Models Transformers use self-attention mechanisms to process input sequences in parallel, capturing contextual relationships between all tokens in a sequence simultaneously. This improves handling of long-term dependencies and reduces training time. The self-attention mechanism identifies the relevance of each token to every other token within the input sequence, enhancing the model’s ability to understand context. Large Pre-Trained Language Models: BERT and GPT Both BERT (Bidirectional Encoder Representations from Transformers) and GPT (Generative Pre-trained Transformer) are based on the transformer architecture. BERT Introduced by Google in 2018, BERT pre-trains deep bidirectional representations from unlabeled text by jointly conditioning on both left and right context in all layers. This enables BERT to create state-of-the-art models for tasks like question answering and language inference without substantial task-specific architecture modifications. GPT Developed by OpenAI, GPT models are known for generating human-like text. They are pre-trained on large corpora of text and fine-tuned for specific tasks. GPT is majorly generative and unidirectional, focusing on creating new text content like poems, code, scripts, and more. Major Differences Between BERT and GPT In conclusion, while both BERT and GPT are based on the transformer architecture and are pre-trained on large corpora of text, they serve different purposes and excel in different tasks. The advancements from Word2Vec to transformers highlight the rapid evolution of language models, enabling increasingly sophisticated NLP applications. 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 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 Top Ten Reasons Why Tectonic Loves the Cloud The Cloud is Good for Everyone – Why Tectonic loves the cloud You don’t need to worry about tracking licenses. Read more

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June 11, 2024in Generative AI, Google Analytics
AI-Powered Smarter Media
10Jun

AI-Powered Smarter Media

Transforming Retail Media: Personalization and Faster Monetization with Smarter Media Dentsu, a leading growth and transformation partner, has announced a strategic collaboration with Salesforce, the world’s #1 AI-powered CRM, to launch Smarter Media—an innovative solution designed to accelerate retail media monetization through personalized buying experiences powered by AI. Why Smarter Media Matters With shifting consumer priorities, personalized retail experiences are more critical than ever. Salesforce research highlights that: Smarter Media addresses this growing demand by enabling retailers to quickly adapt, offering tailored buying experiences that strengthen customer loyalty while driving revenue. What is Smarter Media? Smarter Media combines the power of Salesforce’s ecosystem—including Media Cloud, Sales Cloud, and Marketing Cloud Engagement—to deliver an end-to-end retail media solution. The platform assesses a brand’s retail media maturity, identifies gaps, and creates a roadmap to optimize media, technology, and skills. The solution simplifies access to advanced media technology, empowering brands to connect with customers 24/7, expand their customer base, and nurture long-term relationships. Key Features and Benefits 1. Comprehensive Assessment 2. AI-Powered Personalization 3. Built for Retail Media Success 4. Quick and Easy Adoption How Smarter Media Works Smarter Media combines Salesforce Sales Cloud’s leading sales and pipeline management tools with Media Cloud’s Advertising Sales Management application. The result is a solution that seamlessly supports both simple and complex retailer models: Real-World Value Across Retail By addressing challenges like fragmented media strategies and inaccessible technology, Smarter Media delivers transformative value for retailers: Driving Innovation Together Paul Lynch, Integrated Solutions Lead for Commerce and Retail at Dentsu UK&I, shared: “Smarter Media will democratize cutting-edge technology for brands by providing a one-stop solution to create personalized buying experiences. In today’s experience economy, maintaining compelling customer relationships has never been more vital.” Christopher Dean, SVP and GM for Communications, Media & Entertainment at Salesforce, added: “By combining Salesforce Media Cloud’s industry-specific solutions with Dentsu’s creative retail media expertise, we’re making advanced media technology accessible for retailers, helping them thrive in a competitive market.” The Future of Retail Media Smarter Media from Dentsu and Salesforce offers a transformative approach to retail media, empowering brands to deliver personalized experiences, improve customer loyalty, and accelerate revenue growth—all while leveraging cutting-edge AI and automation. With its ability to deliver value in just six months, Smarter Media is the ultimate solution for retailers looking to succeed in today’s fast-paced, customer-centric market. 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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June 10, 2024in Data, Salesforce, Salesforce Media Cloud, Technology
Field Types to Custom Report Type
07Jun

Field Types to Custom Report Type

How to Add Fields to a Custom Report Type If a report based on a Custom Report Type is missing some fields, you’ll need to edit the layout of the report type to make those fields available. For example, if an ‘Activities with Accounts and Contacts’ report type lacks certain fields in the ‘Select Columns’ step of the Report Builder, follow the steps below to resolve this. Steps to Add Missing Fields to Your Custom Report: Note: When previewing the layout, you’ll see all fields and objects, even those you don’t have permission to access. You can only access data stored in fields or objects that you have the appropriate permissions for. Once you’ve completed these steps, the missing fields will be available in the report. Additional Resources For more tips, visit the Salesforce Help page: Design the Field Layout for Reports Created From Your Custom Report. You may also want to explore more about creating a Custom Report Type and Standard Report Types for further customization. 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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June 7, 2024in Salesforce
Salesforce Announces Slack Lists for Project Management
06Jun

Salesforce Announces Slack Lists for Project Management

Salesforce Transforms Slack into Project Management Platform with New Slack Lists Feature Salesforce Inc. has introduced Slack Lists, a new feature designed to transform Slack from a simple collaboration tool into a comprehensive project management platform. Initially rolling out in select regions, Slack Lists will soon be available to all paid Slack users, integrating project and task management directly into the Slack interface. Salesforce Announces Slack Lists for Project Management. And this answers the age old question, can Salesforce be used as a project management tool? Key Benefits and Features Collaborative Tools Slack Lists excels in fostering collaboration by allowing team members to bring relevant coworkers into conversations and create message threads for specific list items. These threads consolidate discussions about particular items, requests, or issues into single, organized conversations. This ensures tasks are not forgotten and keeps all team members informed about project progress. Executive Insights Denise Dresser, CEO of Slack, stated that Slack Lists transforms conversations into actionable tasks that drive work forward. “Now those loose steps shared in a project channel can be tracked across teams,” she explained. “With project management in Slack, teams across organizations will have everything they need to complete projects faster and increase productivity.” Practical Applications Salesforce emphasized that Slack Lists can benefit any organization within an enterprise. For example: Holger Mueller of Constellation Research Inc. noted that Salesforce has long aimed to extend Slack’s capabilities beyond core messaging and collaboration. “Salesforce has opted to go generic with Slack Lists, allowing users to create list entries for projects, service requests, and more,” he said. “This ideally makes collaboration on those projects easier, making Slack more goal-oriented and changing the future of work.” Early Adoption Marriott International Inc. participated in the pilot phase of Slack Lists before its general release. Lori Drake, Director of System Strategy at Marriott Digital Services, expressed enthusiasm about the feature, saying, “We’re excited to use lists to manage projects and track requests, and think it can unlock significant time savings for our teams.” Availability 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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June 6, 2024in Generative AI, Salesforce, Salesforce Slack
GPT-4o GPT4 and Gemini 1.5
06Jun

GPT-4o GPT4 and Gemini 1.5

An Independent Analysis of GPT-4o’s Classification Abilities Article by Lars Wilk OpenAI’s recent unveiling of GPT-4o marks a significant advancement in AI language models, transforming how we interact with them. The most impressive feature is the live interaction capability with ChatGPT, allowing for seamless conversational interruptions. GPT-4o GPT4 and Gemini 1.5 Despite a few hiccups during the live demo, the achievements of the OpenAI team are undeniably impressive. Best of all, immediately after the demo, OpenAI granted access to the GPT-4o API. In this article, I will present my independent analysis, comparing the classification abilities of GPT-4o with GPT-4, Google’s Gemini, and Unicorn models using an English dataset I created. Which of these models is the strongest in understanding English? What’s New with GPT-4o? GPT-4o introduces the concept of an Omni model, designed to seamlessly process text, audio, and video. OpenAI aims to democratize GPT-4 level intelligence, making it accessible even to free users. Enhanced quality and speed across more than 50 languages, combined with a lower price point, promise a more inclusive and globally accessible AI experience. Additionally, paid subscribers will benefit from five times the capacity compared to non-paid users. OpenAI also announced a desktop version of ChatGPT to facilitate real-time reasoning across audio, vision, and text interfaces. How to Use the GPT-4o API The new GPT-4o model follows the existing chat-completion API, ensuring backward compatibility and ease of use: pythonCopy codefrom openai import AsyncOpenAI OPENAI_API_KEY = “<your-api-key>” def openai_chat_resolve(response: dict, strip_tokens=None) -> str: if strip_tokens is None: strip_tokens = [] if response and response.choices and len(response.choices) > 0: content = response.choices[0].message.content.strip() if content: for token in strip_tokens: content = content.replace(token, ”) return content raise Exception(f’Cannot resolve response: {response}’) async def openai_chat_request(prompt: str, model_name: str, temperature=0.0): message = {‘role’: ‘user’, ‘content’: prompt} client = AsyncOpenAI(api_key=OPENAI_API_KEY) return await client.chat.completions.create( model=model_name, messages=[message], temperature=temperature, ) openai_chat_request(prompt=”Hello!”, model_name=”gpt-4o-2024-05-13″) GPT-4o is also accessible via the ChatGPT interface. Official Evaluation GPT-4o GPT4 and Gemini 1.5 OpenAI’s blog post includes evaluation scores on known datasets such as MMLU and HumanEval, showcasing GPT-4o’s state-of-the-art performance. However, many models claim superior performance on open datasets, often due to overfitting. Independent analyses using lesser-known datasets are crucial for a realistic assessment. My Evaluation Dataset I created a dataset of 200 sentences categorized under 50 topics, designed to challenge classification tasks. The dataset is manually labeled in English. For this evaluation, I used only the English version to avoid potential biases from using the same language model for dataset creation and topic prediction. You can check out the dataset here. Performance Results I evaluated the following models: The task was to match each sentence with the correct topic, calculating an accuracy score and error rate for each model. A lower error rate indicates better performance. Conclusion This analysis using a uniquely crafted English dataset reveals insights into the state-of-the-art capabilities of these advanced language models. GPT-4o stands out with the lowest error rate, affirming OpenAI’s performance claims. Independent evaluations with diverse datasets are essential for a clearer picture of a model’s practical effectiveness beyond standardized benchmarks. Note that the dataset is fairly small, and results may vary with different datasets. This evaluation was conducted using the English dataset only; a multilingual comparison will be conducted at a later time. 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 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 Top Ten Reasons Why Tectonic Loves the Cloud The Cloud is Good for Everyone – Why Tectonic loves the cloud You don’t need to worry about tracking licenses. Read more

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June 6, 2024in Salesforce Einstein, Salesforce Tableau
Salesforce with SharpLaunch
04Jun

Salesforce with SharpLaunch

Supercharge Your Salesforce with SharpLaunch Streamline Your Sales ProcessIntegrate Salesforce with SharpLaunch to simplify and automate your commercial real estate (CRE) operations. Key Features Push Leads Directly to SalesforceSay goodbye to manual data entry. Automatically transfer valuable leads from SharpLaunch to Salesforce and focus on closing deals. Continuously Sync DataKeep your CRM updated effortlessly. Lead data captured in SharpLaunch syncs automatically to your Salesforce fields, ensuring accuracy and up-to-date information. Boost ProductivityBy connecting SharpLaunch with Salesforce, you can streamline workflows, reduce administrative tasks, and accelerate your sales cycle. Why SharpLaunch Stands Out Fully Customizable Designs Tailor every digital asset to match your brand.From property websites to interactive maps, SharpLaunch delivers personalized, client-facing solutions that elevate your brokerage’s presence. Enterprise-Level Integrations Unify your tech stack seamlessly.SharpLaunch integrates with any tools you’re already using, fitting into your workflows to maximize efficiency with minimal effort. World-Class Service Enjoy dedicated, personalized support.Skip the chatbots and ticket queues. Work directly with your Customer Success Manager from setup to success. Complete Data Ownership Keep control of your information.With SharpLaunch, you retain full ownership of your data, ensuring sensitive client and property information stays secure and private. Ready to Transform Your Salesforce Experience? Connect SharpLaunch to Salesforce today and empower your sales team to close deals faster while maintaining full control over your data and brand identity. 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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June 4, 2024in Data, Enterprise, Salesforce

AI Agents

Lessons Learned in the First Year of Developing AI Agents In the first year of working on AI agents, valuable insights emerged from direct collaboration with engineers and UX designers, as they iterated on the overall product experience. The objective was to create a platform for customers to use standard data analysis agents and build custom agents tailored to specific tasks and data structures relevant to their business. This platform integrates connectors to databases like Snowflake and BigQuery with built-in security, supports RAG over a metadata layer describing database contents, and facilitates data analysis through SQL, Python, and data visualization tools. Feedback on the effectiveness of these developments came from both internal evaluations and customer insights. Users from Fortune 500 companies utilize these agents daily to analyze their internal data. Key Insights on AI Agents Additional Insights Further insights on code and infrastructure include: These lessons underscore the importance of focusing on reasoning, iterative improvements to the agent-computer interface, understanding model limitations, and building robust supporting infrastructure to enhance AI agent performance and user satisfaction. 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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June 4, 2024in Salesforce Einstein
Salesforce Field Service Lightning
02Jun

Salesforce Field Service Lightning

Many companies worldwide seek quality services associated with Salesforce Field Service Lightning (FSL) to differentiate between lacking customer experiences and excellent ones. Satisfied customers associate such services with high-quality ratings, gradually building trust with the company and recommending it to others. The ability of any business to generate successful recognition and experience with clients helps establish an invaluable competitive advantage. Salesforce Field Service Lightning We are here to assist you in mapping and quoting various FSL Salesforce services such as equipment installation, repair, general customer service management, and maintenance. Field Service technicians, also known as mobile technicians, play a crucial role in delivering these tasks. They receive notifications on mobile devices and quickly find users in need of speedy solutions to their problems. What is Salesforce Field Service? Salesforce Field Service (formerly known as Field Service Lightning) is designed for the automation and optimization of work offered by dispatchers and field service agents. It ensures that no employee sacrifices any functionality of the related services when working outside the company. This system is part of the FSL Salesforce Service Cloud and aims to create a seamless workflow and avoid mistakes with the help of service technicians. Integral Parts of Salesforce Field Service After implementing Salesforce Field Service Lightning, clients can immediately see the benefits reflected in the increased efficiency of developed services. Advantages of Salesforce Field Service Lightning Bottom Line We hope this comprehensive guide on Salesforce Field Service Lightning has provided valuable insights into its aspects and benefits. Our experienced executives offer valuable advice and risk-free solutions for managing projects involving field service. You can contact Tectonic 24/7 for error removal and maintaining Salesforce FSL service deployments. Tasks such as project management and exception diagnosis are easily handled with the Service Cloud platform. We offer a strong framework for different service models and prepare reports for various service territory designs, ensuring a seamless and efficient operation. 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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June 2, 2024in Salesforce Service Cloud
Salesforce Unlimited+ Edition Explained
30May

Salesforce Unlimited+ Edition Explained

Salesforce Unlimited Plus (UE+) is designed as an advanced offering that incorporates several specialized features tailored for different industries, making it particularly suitable for larger organizations and enterprises that require robust, integrated solutions for complex business processes and customer relationship management. Salesforce Unlimited+ Edition Explained. Target Audience UE+ is targeted toward large enterprises that need extensive CRM functionalities combined with AI and data analytics capabilities. This solution is ideal for organizations that: • Manage complex customer relationships across multiple channels. • Require deep integration of data and processes across departments. • Are looking to leverage advanced AI capabilities for predictive insights and automation. • Need industry-specific solutions that can be customized for unique business requirements. The integration of various Salesforce clouds (e.g., Sales Cloud, Service Cloud, Data Cloud) with enhanced features like AI and specific industry capabilities makes UE+ a comprehensive solution for organizations aiming to streamline their operations and gain a competitive edge through advanced technology adoption. Here are the five Salesforce editions for every purpose: ·Starter/Essentials: Ideal for small businesses, offering basic contact, lead, and opportunity management. ·Professional: Tailored for mid-sized companies with enhanced sales forecasting and automation capabilities. ·Enterprise: Geared towards larger organizations, providing advanced customization, reporting, and integration options. ·Unlimited: Offers comprehensive functionality, customizability, 24/7 support, and access to premium features like generative AI. ·Unlimited Plus: Most robust solution for businesses of all sizes, featuring additional functionalities and enhanced capabilities. Key Considerations: ·Business Size: Consider the number of users and overall business scale when choosing an edition. ·Features Needed: Identify the specific features crucial for your sales, service, or marketing processes. ·Scalability: Choose an edition that accommodates your projected growth and future needs. ·Budget: Evaluate the cost of each edition against its offered features and value proposition. Sales Cloud Unlimited Edition+ Features: Account and Contact Management: Complete visibility of customer profiles including activity history and communications. Opportunity Management: Tracking and details of every sales deal at each stage. Pipeline Inspection: A comprehensive tool that allows sales managers to monitor pipeline changes, offering AI-driven insights and recommendations to optimize sales strategies. Einstein AI Capabilities: Includes tools like Einstein Conversation Insights which transcribe and analyze sales calls, highlighting key parts for review and deeper analysis. Customizable Reports and Dashboards: Enhanced capabilities for building real-time reports and visualizations to track sales metrics and forecasts. Advanced Integration Features: Integration with external data and systems through various APIs including REST and SOAP. Automation and Customization: Extensive options for workflow automation and personalization of user interfaces and customer interactions using the Flow Builder and Lightning App Builder. Developer Tools: Access to tools like Developer Sandbox for safe testing and app development environments. Service Cloud Unlimited+ Features: Einstein Bots: AI-powered chatbots to handle customer inquiries automatically, available 24/7 across various communication channels. Enhanced Messaging: Integration with popular messaging platforms like WhatsApp, SMS, and Apple Messages to facilitate seamless customer interactions. Feedback Management: Tools to gather and analyze customer feedback directly within the CRM. Self-Service Capabilities: Including customizable help centers and service catalogs that allow customers to find information and resolve issues independently. Field Service Tools: Comprehensive management of field operations including work order and asset management. Real-Time Analytics: Advanced reporting features for creating in-depth analytics to monitor and improve customer service processes. Additional features include Data Cloud, Generative AI, Service Cloud Voice, Digital Engagement, Feedback Management, Self-Service, and Slack. Salesforce Unlimited+ for Industries UE+ for Industries: UE+ for Industries includes Unlimited+ for Sales and Service together with industry-specific data models and capabilities to help customers drive faster time to value within their sectors: •Financial Services Cloud UE+ for Sales and Financial Services Cloud UE+ for Service helps banks, asset management, and insurance agencies connect all of their customer data on one platform and embed AI to deliver personalized financial engagement, at scale. •An insurance carrier can use Financial Services Cloud UE+ to connect engagement data like emails, webinars, and educational content with third-party conference attendance, social media follows, and business performance data to understand what is motivating agents, helping drive more personalized relationships and grow revenue with Data Cloud and Einstein AI. •Health Cloud UE+ for Service helps healthcare, pharmaceutical, and other medical organizations improve response times at their contact centers and offer digital healthcare services with built-in intelligence, real-time collaboration, and a 360-degree view of every patient, provider, and partner. •A hospital can use the bundle to quickly create a personalized, AI-powered support center to triage and speed up time to care with self-service tools like scheduling and connecting patients and members with care teams on their preferred channels. •Manufacturing Cloud UE+ for Sales brings together tools for manufacturing organizations to build their data foundation, embed AI capabilities across the sales cycle, and maximize productivity, empowering them to scale their commercial operations and grow revenues. •A manufacturer can now look across the entire book of business to see how companies are performing against negotiated sales agreements and then use AI-generated summaries to determine where to prioritize their time and resources. By Tectonic’s AArchitecture Team 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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May 30, 2024in Generative AI, Salesforce

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