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AI as a Service

AI as a Service

The latest research study from HTF MI, titled Global Artificial Intelligence (AI) As a Service Market Size, Player Analysis & Segment Growth 2020-2032, offers an in-depth evaluation of market risks, opportunities, and strategic decision-making support. The report delves into trends, growth drivers, technological advancements, and the evolving investment landscape within the Global AI As a Service market. Key players featured in the study include Google, Amazon Web Services, IBM, Microsoft, SAP, Salesforce, Intel, Baidu, FICO, SAS, and BigML. Market Overview: The study provides an extensive view of the AI As a Service market, with segmentation across industries such as banking, financial services, insurance, healthcare, retail, telecommunications, government and defense, manufacturing, and energy. Covering 18+ countries globally, it also highlights both emerging and established players. The report offers tailored analysis based on specific business objectives or geographic requirements. AI As a Service Market: Demand Analysis & Opportunity Outlook 2030 This research defines the market size across various segments and countries by analyzing historical data and forecasting future values through 2030. It combines qualitative and quantitative insights, including market share, value, and volume forecasts from 2019 to 2023, with projections extending to 2030. Key elements such as growth drivers, restraining factors, and critical statistics shape the market’s outlook. Market Segmentation: The report categorizes the AI As a Service market into the following: Key Players: The study profiles major industry players such as Google, Amazon Web Services, IBM, Microsoft, SAP, Salesforce, Intel, Baidu, FICO, SAS, and BigML, analyzing their market strategies and positioning. Geographic Scope: The global report covers multiple regions, including: Key Questions Addressed: Report Chapters Overview: For more information, request a sample report or inquire about the full research study through the provided links. 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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What is Salesforce Data Cloud?

Role of Salesforce Data Cloud

Will Salesforce Data Cloud Drive Value for Your Business? What is Salesforce Data Cloud? The role of Salesforce Data Cloud as an innovative platform designed to help businesses fully leverage their customer data. As a trusted Salesforce partner, we are committed to helping you explore the potential of this powerful tool to transform customer relationships and fuel significant business growth. While Data Cloud may not be suitable for every business, we’re here to help you determine if it can drive value for yours. How Salesforce Data Cloud Elevates Your Business Key Features of Salesforce Data Cloud Let us help you discover what Salesforce Data Cloud is for and if it can drive value for your business. Contact Tectonic today. 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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Leeds and Other Heatmap Solutions

Leeds and Other Heatmap Solutions

With over 80% of people shopping online – and the numbers are bound to rise – it’s important to know how your would-be customers behave on your website: where they click, how they scroll, and what motivates them to take specific actions. Heatmap analytics does it, allowing you to dominate CRO and UX through effective behavior data interpretation. This insight will look at Leeds and Other Heatmap Solutions. Powered by heatmap software and heatmap tools, heatmap analytics can help you convert customers at scale by optimizing their on-site and mobile experience. Make no mistake: the quality of user behavior tracking can make a difference between a closed sale and a bounce. Leads Heatmap Software is an innovative tool that transforms complex lead data into easy-to-understand, color-coded heatmaps within Salesforce CRM. This solution uses advanced data visualization techniques, enabling users to quickly identify high-potential leads. Interactive Heatmaps Leverage dynamic, real-time heatmaps to visualize lead density and quality, making it easier to pinpoint high-potential areas. Real-Time Updates Stay up-to-date with the latest information as heatmaps automatically refresh with new leads or changes to existing data, ensuring you always have the most current view. Enhanced Analytics Dive deeper into lead behavior and trends with comprehensive analytics tools that provide detailed reports and predictive insights. Detailed Lead Profiles Access in-depth lead profiles directly from the heatmap, including contact details, engagement history, and quick shortcuts for a complete view of each lead. Online Chat Integration Interact with leads instantly using integrated online chat, facilitating immediate and personalized communication. All website pages have a purpose, whether that purpose is to drive further clicks, qualify visitors, provide a solution, or even a mix of all of those things. Heatmaps and recorded user sessions allow you to see if your page is serving that purpose or going against it. What Is a Heatmap? Generally speaking, heatmaps are graphical representations of data that highlight value with color. On a website heatmap, the most popular areas are showcased in red (hot) and the least popular are in blue (cold). The colors range on a scale from red to blue. Heatmaps are an excellent method of collecting user behavior data and converting it into a deep analysis of how visitors engage with your website pages. It can analyze: That information will help you identify user trends and key into what should be optimized to up engagement. Setting up website heatmapping software is a great start to refining your website design process and understanding your users. When to Use Heatmaps The truth is that heatmaps can actually be invaluable when testing and optimizing user experiences and conversion opportunities. There are many times you should be using them. Redesigning Your Website Updating, or even upgrading, your website isn’t just a task on your to do list. Careful thought, attention, and creativity should be put into the revamp if you want it to be worth the time and resources. Heatmaps can help with studying your current design to identify what your visitors are engaging with and what they’re ignoring. You’ll be tapped into what makes your visitors tick so that you can build a site meant specifically for your unique audience. Analyzing Webpage Conversions Trying to figure out why certain pages aren’t converting the way you thought they would? Use a heatmap. You’ll be able to identify exactly what’s attracting attention and deduce why. The same goes for buttons and pages that are showing a higher rate of conversion than anticipated. By keying into the design, copy, and other elements that are working for you, you’ll know exactly how to optimize your under-performing webpages. Testing New Updates As your business grows and you develop new ideas, naturally you’ll want to test them. A/B testing allows you to measure and analyze visitor response to a project or design, but you can take it a step further with heatmapping. Leverage the data graph by examining exactly what captures your visitors’ attention. At the end of the testing period, you may be able to pull designs or elements that received high levels of engagement from the page that didn’t perform as well into the successful one. How To Analyze Visually Using the color-coded visualizations, you can read your webpage for engagement levels and attention “hot spots.” Where the map reads red, that’s where visitors are showing the highest points of interactivity. Blue reflects low numbers. You can spot design issues or opportunities to move buttons, forms, and the like with a visual read. Data Points Reviewing raw data tables will give you more specific insights into your page’s performance. You can examine HTML elements and pixel locations of clicks to really understand what’s drawing people in. You can even filter your clicks and views in order of popularity with certain software. This takes the guessing out of your redesign and testing efforts. Tableau has instant, real-time reporting in place for users looking for actionable insights. With smart dashboards and a drag and drop interface, navigating the product is easy. Their cloud storage means omni-channel data access from anywhere. You can perform ad hoc analyses whenever it’s convenient for you. You can also share your reports with anyone to boost business impact. With built in A/B testing and consolidated heatmaps, Freshmarketer puts in the extra effort to plot out visitor interactions. Recorded in real time, you can analyze heatmaps based by device, which the software automatically detects. Offering scrollmaps and click maps, Freshmarketer strives to “go beyond traditional heatmaps.” Looker offers similar services to the other software options listed, but they also supply a unique security management feature to protect your data. Also partnered with Google Cloud, you’ll have access to reporting from anywhere in the world. Primarily a data analysis solution, you’ll have access to other data intelligence and visualization features as well. Hotjar is one of the most popular website analytics software suites, offering free heatmaps for desktop, mobile, and tablet within its basic subscription plan. You can create heatmaps and synergize them with other free features like user session recordings, surveys, and

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Impact of Generative AI on Workforce

Impact of Generative AI on Workforce

The Impact of Generative AI on the Future of Work Automation has long been a source of concern and hope for the future of work. Now, generative AI is the latest technology fueling both fear and optimism. AI’s Role in Job Augmentation and Replacement While AI is expected to enhance many jobs, there’s a growing argument that job augmentation for some might lead to job replacement for others. For instance, if AI makes a worker’s tasks ten times easier, the roles created to support that job could become redundant. A June 2023 McKinsey report highlighted that generative AI (GenAI) could automate 60% to 70% of employee workloads. In fact, AI has already begun replacing jobs, contributing to nearly 4,000 job cuts in May 2023 alone, according to Challenger, Gray & Christmas Inc. OpenAI, the creator of ChatGPT, estimates that 80% of the U.S. workforce could see at least 10% of their jobs impacted by large language models (LLMs). Examples of AI Job Replacement One notable example involves a writer at a tech startup who was let go without explanation, only to later discover references to her as “Olivia/ChatGPT” in internal communications. Managers had discussed how ChatGPT was a cheaper alternative to employing a writer. This scenario, while not officially confirmed, strongly suggested that AI had replaced her role. The Writers Guild of America also went on strike, seeking not only higher wages and more residuals from streaming platforms but also more regulation of AI. Research from the Frank Hawkins Kenan Institute of Private Enterprise indicates that GenAI might disproportionately affect women, with 79% of working women holding positions susceptible to automation compared to 58% of working men. Unlike past automation that typically targeted repetitive tasks, GenAI is different—it automates creative work such as writing, coding, and even music production. For example, Paul McCartney used AI to partially generate his late bandmate John Lennon’s voice to create a posthumous Beatles song. In this case, AI enhanced creativity, but the broader implications could be more complex. Other Impacts of AI on Jobs AI’s impact on jobs goes beyond replacement. Human-machine collaboration presents a more positive angle, where AI helps improve the work experience by automating repetitive tasks. This could lead to a rise in AI-related jobs and a growing demand for AI skills. AI systems require significant human feedback, particularly in training processes like reinforcement learning, where models are fine-tuned based on human input. A May 2023 paper also warned about the risk of “model collapse,” where LLMs deteriorate without continuous human data. However, there’s also the risk that AI collaboration could hinder productivity. For example, generative AI might produce an overabundance of low-quality content, forcing editors to spend more time refining it, which could deprioritize more original work. Jobs Most Affected by AI AI Legislation and Regulation Despite the rapid advancement of AI, comprehensive federal regulation in the U.S. remains elusive. However, several states have introduced or passed AI-focused laws, and New York City has enacted regulations for AI in recruitment. On the global stage, the European Union has introduced the AI Act, setting a common legal framework for AI. Meanwhile, U.S. leaders, including Senate Majority Leader Chuck Schumer, have begun outlining plans for AI regulation, emphasizing the need to protect workers, national security, and intellectual property. In October 2023, President Joe Biden signed an executive order on AI, aiming to protect consumer privacy, support workers, and advance equity and civil rights in the justice system. AI regulation is becoming increasingly urgent, and it’s a question of when, not if, comprehensive laws will be enacted. As AI continues to evolve, its impact on the workforce will be profound and multifaceted, requiring careful consideration and regulation to ensure it benefits society as a whole. 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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The CRM Environment in 2024

The CRM Environment in 2024

Navigating the Global Customer Success Management Platform Market: A Comprehensive Analysis The CRM Environment in 2024. Embarking on an exploration of the worldwide Customer Success Management Platform market, this research study presents a thorough examination of current trends, market dynamics, drivers, opportunities, challenges, and key market segments. Beyond defining terms, it looks into classifications, applications, and industry chain structures. Moreover, the report illuminates the marketing strategies employed by players, distributor analyses, marketing channels, insights from potential buyers, and developmental histories. Of course at Tectonic, we’re partial to Salesforce. Insights into a Dynamic Landscape This report showcases the latest market intelligence to provide invaluable insights into the evolving Customer Success Management Platform industry. It empowers investors and stakeholders to make confident, informed business decisions by thoroughly examining emerging trends, market drivers, risks, and opportunities. Furthermore, it explores the realm of technological advancements driving market growth. Rich Data Compilation and Analysis Through meticulous analysis of both primary and secondary sources, the report compiles a rich array of qualitative and quantitative data. It segments these findings meticulously, examining economic and non-economic factors influencing market expansion. This ensures a nuanced comprehension of market patterns and directions. Segmentation Overview Customer Success Management Platform Market Segmentation by Type: Customer Success Management Platform Market Segmentation by Application: The CRM Environment in 2024 The market is segmented based on leading manufacturers, various product types, and applications across diverse geographical regions. Global and regional vendors with substantial R&D resources dominate this sector, focusing keenly on technological advancements to elevate competitiveness. Regional Insights Key players predominantly operate in North America, Asia-Pacific, Europe, South America, and Middle East & Africa. Significant contributions come from: Key Players in the Customer Success Management Platform Market: Gainsight, ClientSuccess, Salesforce, Custify, Natero, LiveAgent, Totango, Freshworks, Amity, Client Share, Strikedeck, STAMP, ChurnZero, Salesmachine, Bolstra, CustomerSuccessBox, Planhat, Catalyst, Kilterly. Highlights from the Global Market Report Conclusion In essence, this report, The CRM Environment in 2024, serves as an indispensable guide through the intricate terrains of the global Customer Success Management Platform marketplace. It offers actionable insights, strategic recommendations, and paves paths towards informed decision-making endeavors. About Orbis Research Orbis Research (orbisresearch.com) is your single-point aid for all market research needs. We specialize in delivering customized reports from leading publishers and authors worldwide, ensuring accuracy and specialization in industries and verticals. This enables clients to map their needs accurately, producing the perfect market research study tailored to their requirements. 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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Global Medical Device Sales CRM Software Market

Global Medical Device Sales CRM Software Market

Exploring the Global Medical Device Sales CRM Software Market: A Comprehensive Analysis The primary objective of this market research report turned Tectonic insight is to analyze the market environment and dynamics of the Global Medical Device Sales CRM Software Market. Of course at Tectonic we are partial to Salesforce. Travel into the Global Medical Device Sales CRM Software Market Venturing into the realm of the Global Medical Device Sales CRM Software Market reveals an enriching journey of exploration and discovery. This extensive research initiative explores deep into the nuances of the Medical Device Sales CRM Software industry, offering valuable insights on market trends, growth potentials, competitive dynamics, and the profound and continued influence of COVID-19. Through a detailed examination, the report constructs a structured narrative encompassing essential themes, methodologies applied, services provided, market valuation insights, and compelling reasons to attract investors to this narrative. Insights Enclosed in the Global “Medical Device Sales CRM Software Market” Report Medical Device Sales CRM Software Market Segmentation Methodologies & Tools Employed Market Valuation & CAGR Statistics The report details market value figures and Compound Annual Growth Rates (CAGRs), reflecting specific reports analyzed and varying timeframes reviewed for precise statistical comparisons. Unpacking COVID-19’s Influence The report unveils how pandemic upheavals have impacted facets such as consumer behaviors, supply chain disruptions, and broader shifts in overall marketplace dynamics. Key Players in the Medical Device Sales CRM Software Market Force Manager, Salesforce, Netsuite, Veeva Multichannel CRM, HubSpot, Pipedrive, SPOTIO, LeadSquared, PatientPop, Thryv, Zoho CRM, ChannelTrace, AcuityMD, Solo Fire, Showpad, Penrod, ConnectSx, Zendesk Sell, HashMicro, Insightly, Creatio, MaximizerCRM. Investors’ Potential Benefits In conclusion, this exhaustive exploration into the multifaceted realm of the global Medical Device Sales CRM Software marketplace offers invaluable insights into industry dynamics. It paves an informed path for decision-making processes and strategic planning endeavors for stakeholders, whether from large corporations or small businesses. About Orbis Research Orbis Research (orbisresearch.com) serves as a single point aid for all market research requirements, specializing in delivering customized reports tailored to clients’ needs. With a vast database of reports from leading publishers and authors worldwide, Orbis Research ensures accuracy and specialization in industries and verticals, enabling clients to map their specific market research needs effectively. 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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Breaking Down Data Silos with Zero Copy Data Federation

Breaking Down Data Silos with Zero Copy Data Federation

Siloed data slows communication, delays data-driven insights, and creates extra work. Learn ways for Breaking Down Data Silos with Zero Copy Data Federation. Overview In today’s data-driven business world, organizations amass vast amounts of data across various touchpoints, centralizing it in data warehouses or lakes to derive business insights. While this data is primarily used for analytics and machine learning, it remains largely inaccessible to business users in Sales, Service, and Marketing, hindering their ability to make data-driven decisions. To address this challenge, Salesforce and Amazon have collaborated to create Zero Copy Data Federation between Salesforce Data Cloud and Amazon Redshift. This integration empowers businesses by providing seamless access to Redshift data within Salesforce Data Cloud, enhancing data integration, and enabling real-time insights without the need for data replication. Benefits of Zero Copy Data Federation This new solution allows businesses to: Salesforce Data Cloud Salesforce Data Cloud unifies all company data into the Einstein 1 Platform, offering a comprehensive 360-degree view of the customer. It integrates diverse datasets such as telemetry data and web engagement data, creating a holistic customer profile that is easy to access and understand. This unified view enables Sales, Service, and Marketing teams to build personalized customer experiences, drive data-driven actions, and leverage trusted AI across all Salesforce apps. Amazon Redshift Amazon Redshift is a fast, fully managed, petabyte-scale data warehouse service designed for efficient data analysis using existing business intelligence tools. It offers superior price-performance compared to traditional data warehousing solutions and supports datasets ranging from a few hundred gigabytes to petabytes. Redshift’s AI-powered massively parallel processing (MPP) architecture facilitates quick, cost-effective business decision-making. Zero Copy Data Federation Zero Copy Data Federation, a feature of Salesforce Data Cloud, enables secure, real-time access to Redshift data without copying it. This capability maintains data in its original location, eliminating replication overhead and ensuring current information access, thus enhancing data integration while preserving data integrity and efficiency. Data federated from Amazon Redshift is represented as a native data cloud object, powering various Data Cloud features, including marketing segmentation, activations, and process automation. This allows businesses to enrich unified customer profiles in Salesforce Data Cloud with transactional data from Redshift, gaining insights, harnessing predictive and generative AI, and delivering highly personalized experiences. Setting Up Zero Copy Data Federation To configure Zero Copy Data Federation in Salesforce Data Cloud: Use Cases Zero Copy Data Federation enables various use cases: Conclusion Zero Copy Data Federation between Salesforce Data Cloud and Amazon Redshift empowers businesses to dismantle data silos, enhance customer experiences, and drive operational efficiencies. By enabling real-time access to Redshift data within Salesforce Data Cloud, organizations can make informed decisions, personalize customer interactions, and optimize resources across various functions. This integration sets a new benchmark for data-driven business success in the digital age. Check out the Salesforce Zero Copy Data Federation announcement for more details. 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 Summer 24 Data Cloud Release

Salesforce Summer 24 Data Cloud Release

Data Cloud Ingest, harmonize, unify, and analyze streaming and batch data with Data Cloud. Then use that data to unlock meaningful and intelligent experiences across Customer 360 applications and beyond. Salesforce Summer 24 Data Cloud Release. Salesforce Summer 24 Data 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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RAG Chunking Method

RAG Chunking Method

Enhancing Retrieval-Augmented Generation (RAG) Systems with Topic-Based Document Segmentation Dividing large documents into smaller, meaningful parts is crucial for the performance of Retrieval-Augmented Generation (RAG) systems. RAG Chunking Method. These systems benefit from frameworks that offer multiple document-splitting options. This Tectonic insight introduces an innovative approach that identifies topic changes using sentence embeddings, improving the subdivision process to create coherent topic-based sections. RAG Systems: An Overview A Retrieval-Augmented Generation (RAG) system combines retrieval-based and generation-based models to enhance output quality and relevance. It first retrieves relevant information from a large dataset based on an input query, then uses a transformer-based language model to generate a coherent and contextually appropriate response. This hybrid approach is particularly effective in complex or knowledge-intensive tasks. Standard Document Splitting Options Before diving into the new approach, let’s explore some standard document splitting methods using the LangChain framework, known for its robust support of various natural language processing (NLP) tasks. LangChain Framework: LangChain assists developers in applying large language models across NLP tasks, including document splitting. Here are key splitting methods available: Introducing a New Approach: Topic-Based Segmentation Segmenting large-scale documents into coherent topic-based sections poses significant challenges. Traditional methods often fail to detect subtle topic shifts accurately. This innovative approach, presented at the International Conference on Artificial Intelligence, Computer, Data Sciences, and Applications (ACDSA 2024), addresses this issue using sentence embeddings. The Core Challenge Large documents often contain multiple topics. Conventional segmentation techniques struggle to identify precise topic transitions, leading to fragmented or overlapping sections. This method leverages Sentence-BERT (SBERT) to generate embeddings for individual sentences, which reflect changes in the vector space as topics shift. Approach Breakdown 1. Using Sentence Embeddings: 2. Calculating Gap Scores: 3. Smoothing: 4. Boundary Detection: 5. Clustering Segments: Algorithm Pseudocode Gap Score Calculation: pythonCopy code# Example pseudocode for gap score calculation def calculate_gap_scores(sentences, n): embeddings = [sbert.encode(sentence) for sentence in sentences] gap_scores = [] for i in range(len(sentences) – n): before = embeddings[i:i+n] after = embeddings[i+n:i+2*n] score = cosine_similarity(before, after) gap_scores.append(score) return gap_scores Gap Score Smoothing: pythonCopy code# Example pseudocode for smoothing gap scores def smooth_gap_scores(gap_scores, k): smoothed_scores = [] for i in range(len(gap_scores)): start = max(0, i – k) end = min(len(gap_scores), i + k + 1) smoothed_score = sum(gap_scores[start:end]) / (end – start) smoothed_scores.append(smoothed_score) return smoothed_scores Boundary Detection: pythonCopy code# Example pseudocode for boundary detection def detect_boundaries(smoothed_scores, c): boundaries = [] mean_score = sum(smoothed_scores) / len(smoothed_scores) std_dev = (sum((x – mean_score) ** 2 for x in smoothed_scores) / len(smoothed_scores)) ** 0.5 for i, score in enumerate(smoothed_scores): if score < mean_score – c * std_dev: boundaries.append(i) return boundaries Future Directions Potential areas for further research include: Conclusion This method combines traditional principles with advanced sentence embeddings, leveraging SBERT and sophisticated smoothing and clustering techniques. This approach offers a robust and efficient solution for accurate topic modeling in large documents, enhancing the performance of RAG systems by providing coherent and contextually relevant text sections. 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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Copilot A Step Up For Merchandising

Copilot A Step Up For Merchandising

A Leap Forward in Merchandising Merchants face the ongoing challenge of enhancing loyalty, conversion rates, and shopper lifetime value. Enter Einstein Copilot, ushering in automation to boost productivity and inject intelligence for an elevated customer experience in unprecedented ways. Salesforce asserts that early AI adopters are saving an average of 6.4 hours per week. Copilot A Step Up For Merchandising. Einstein Copilot empowers merchants to swiftly craft personalized product promotions to attract new customers and target slow-moving stock based on inventory insights. Additionally, it optimizes site traffic with search engine optimization (SEO) content, generates product descriptions, and enhances checkout conversion with AI recommendations tailored to specific objectives. Copilot A Step Up For Merchandising Prior to Einstein Copilot, other generative AI copilot solutions operated as separate applications, disconnected from the workflow, and lacked the ability to securely leverage trusted company data for generating relevant or consistent results from large language models. Einstein Copilot integrates seamlessly within the world’s leading AI CRM and harnesses data from any Salesforce application to deliver more precise AI-powered recommendations and content. Through natural language prompts, Einstein Copilot facilitates a range of tasks, including: Sales: Conducting account research, preparing for meetings, and automatically updating account information in Salesforce. Summarizing highlights, gauging customer sentiment, and extracting next steps from video calls. Searching for specific details in customer calls and auto-generating sales emails to match tone and style while aligning with customer context. Drafting clauses and embedding them directly within customer contracts. Service: Automatically responding to customers with personalized, relevant answers sourced from trusted company knowledge across various channels like email, SMS, live chat, or social media. Empowering service teams to resolve customer issues swiftly using generative answers integrated seamlessly into their workflow. Automating tasks like summarizing support cases and field work orders. Marketing: Generating email copy for marketing campaigns, refining campaign segmentation with Data Cloud, creating website landing pages based on personalized consumer preferences, and auto-populating contact forms with each customer’s unified profile in Salesforce. Generating surveys following online actions to enhance long-term engagement and purchasing. Commerce: Assisting in building high-converting digital storefronts, automating complex tasks like managing multi-product catalog data, crafting product descriptions in multiple languages, generating personalized product promotions, and optimizing SEO metadata for conversion. Customizing and designing storefront components using natural language prompts. Developers: Converting natural language prompts into Apex code, offering suggestions for more effective and accurate code, and proactively scanning for code vulnerabilities within the developer environment. Tableau: Transitioning swiftly from raw data to actionable insights through a conversational interface, enhancing data analyst productivity with a natural language assistant for faster data exploration, building relevant visualizations, automating repetitive tasks, and facilitating efficient data curation. 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 Summer 24 Sales Release

Salesforce Summer 24 Sales Release

Sales Salesforce Summer 24 Sales Release. Boost your sales teams’ results with new Einstein features, more actions, and improved performance and setup experiences. Sales rep’s get a boost to their productivity with standard and custom list view actions in the Account, Contact, and Lead Intelligence views. Sales teams have a bird’s-eye view of their conversations with customers with Conversation Signals. Sales managers have more flexibility in how they view forecasts. Enablement has an improved test and deploy experience for sales programs. And in Salesforce Maps, users experience better performance when plotting for high-volume data. Salesforce Summer 24 Sales 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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Employ ChatGPT

50 Ways to Employ ChatGPT

You’ve likely heard of ChatGPT by now—a remarkably intelligent AI capable of understanding and communicating like a human. You can Employ ChatGPT. But did you realize just how adaptable this language model is? With the appropriate prompts, ChatGPT can swiftly assist you with a myriad of tasks. To my mind, ChatGPT is fully helpful right until you employ it to write about itself and it begins to brag. The anticipation is over, and this marks the beginning of the multitasking journey with ChatGPT. This AI can effortlessly handle these tasks in mere seconds with relatively straightforward prompts. We’re talking about a wide range of activities, from writing and editing to coding and marketing. The key lies in providing ChatGPT with clear, concise instructions upfront. Generative AI prompts are the most important factor to getting good results. Once you unlock that capability, a plethora of possibilities emerges for expediting your workflow. I’ve compiled 50 examples of tasks that ChatGPT can accomplish in seconds with the right prompts. Prepare to be amazed by the efficiency of this AI assistant! So, grab a cup of coffee and settle in as we hop into how this exceptional AI simplifies complex tasks effortlessly. The future is now, and it goes by the name of ChatGPT! 50 Tasks that ChatGPT Can Complete in Seconds with Simple Prompts: While ChatGPT cannot fully replicate human intelligence, it impresses with its conversational abilities, data analysis, content generation, and predictive capabilities. Just envision the evolution of this AI prodigy as researchers continue to enhance its skills! Examples of clear ChatGPT prompts. Writing/Editing Prompts: Research/Analysis Prompts: Creative Writing Prompts: Coding Prompts: Business/Marketing: There you have it — 50 ways ChatGPT can significantly simplify your life with just a few well-crafted prompts. The potential is virtually limitless when you can effectively communicate your needs to this highly capable AI. The things you can do with generative AI are mainly limited by the data your AI tool has access to. Remember with ChatGPT when it last had update to the world wide web. It cannot help you right about today’s events, but can assist with building historical context, for example. Whether it’s creative writing endeavors, coding challenges, marketing endeavors, or research tasks, ChatGPT is there to assist you, provided you know how to prompt it effectively. The key lies in delivering clear, straightforward, and precise instructions. You can employ ChatGPT to assist with many tasks. The key word is assist. You cannot employ ChatGPT to completely do your job for you. Experiment with prompts tailored to your specific requirements. Once you discover the right approach, you’ll be amazed by ChatGPT’s ability to accomplish tasks in a matter of seconds. One thing is certain—with ChatGPT handling the heavy lifting, humans are liberated to be more creative and concentrate on meaningful work. 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 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 Guide to Creating a Working Sales Plan Creating a sales plan is a pivotal step in reaching your revenue objectives. To ensure its longevity and adaptability to Read more Salesforce Artificial Intelligence Is artificial intelligence integrated into Salesforce? Salesforce Einstein stands as an intelligent layer embedded within the Lightning Platform, bringing robust Read more

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