In 2023, Salesforce's customer relationship management (CRM) is segmented ******* among diverse professional service industries. These sectors encompass manufacturing, banking, and financial services. The Salesforce CRM product is composed of different cloud services that help customers manage contact information and support sales, marketing, and customer support.

Salesforce, Inc. provides customer relationship management technology that brings companies and customers together worldwide. Its Customer 360 platform empowers its customers to work together to deliver connected experiences for their customers. The company's service offerings include Sales to store data, monitor leads and progress, forecast opportunities, gain insights through analytics and relationship intelligence, and deliver quotes, contracts, and invoices; and Service that enables companies to deliver trusted and highly personalized customer service and support at scale. Its service offerings also comprise flexible platform that enables companies of various sizes, locations, and industries to build business apps to bring them closer to their customers with drag-and-drop tools; online learning platform that allows anyone to learn in-demand Salesforce skills; and Slack, a system of engagement. In addition, the company's service offerings include Marketing offering that enables companies to plan, personalize, and optimize one-to-one customer marketing journeys; and Commerce offering, which empowers brands to unify the customer experience across mobile, web, social, and store commerce points. Further, its service offerings comprise Tableau, an end-to-end analytics solution serving various enterprise use cases; and MuleSoft, an integration offering that allows its customers to unlock data across their enterprise. The company provides its service offering for customers in financial services, healthcare and life sciences, manufacturing, and other industries. It also offers professional services; and in-person and online courses to certify its customers and partners on architecting, administering, deploying, and developing its service offerings. The company provides its services through direct sales; and consulting firms, systems integrators, and other partners. Salesforce, Inc. was incorporated in 1999 and is headquartered in San Francisco, California.

Total-Revenue Time Series for Salesforce.com Inc. Salesforce, Inc. provides customer relationship management (CRM) technology that connects companies and customers together worldwide. The company offers Agentforce, an agentic layer of the salesforce platform; Data Cloud, a data engine; Industries AI for creating industry-specific AI agents with Agentforce ; Salesforce Starter, a suite of solution for small and medium-size business; Slack, a workplace communication and productivity platform; Tableau, an end-to-end analytics solution for range of enterprise use cases and intelligent analytics with AI models, spot trends, predict outcomes, timely recommendations, and take action from any device; and integration and analytics solutions, as well as Agentforce Command Center, an observability solution to manage, track, and scale AI agent activity. It also provides marketing platform; commerce services, which empowers shopping experience across various customer touchpoint; and field service solution that enables companies to connect service agents, dispatchers, and mobile employees through one centralized platform to schedule and dispatch work, as well as track and manage jobs. The company has a strategic partnership with Google to integrate Agentforce 360 with Google Workspace for sales and IT service, which expands the Salesforce Gemini integration. Salesforce, Inc. was incorporated in 1999 and is headquartered in San Francisco, California.

Dataset

This dataset was created by RAHUL DHANOLA

Released under Apache 2.0

Contents

Cash-and-Equivalents Time Series for Salesforce.com Inc. Salesforce, Inc. provides customer relationship management (CRM) technology that connects companies and customers together worldwide. The company offers Agentforce, an agentic layer of the salesforce platform; Data Cloud, a data engine; Industries AI for creating industry-specific AI agents with Agentforce ; Salesforce Starter, a suite of solution for small and medium-size business; Slack, a workplace communication and productivity platform; Tableau, an end-to-end analytics solution for range of enterprise use cases and intelligent analytics with AI models, spot trends, predict outcomes, timely recommendations, and take action from any device; and integration and analytics solutions, as well as Agentforce Command Center, an observability solution to manage, track, and scale AI agent activity. It also provides marketing platform; commerce services, which empowers shopping experience across various customer touchpoint; and field service solution that enables companies to connect service agents, dispatchers, and mobile employees through one centralized platform to schedule and dispatch work, as well as track and manage jobs. The company has a strategic partnership with Google to integrate Agentforce 360 with Google Workspace for sales and IT service, which expands the Salesforce Gemini integration. Salesforce, Inc. was incorporated in 1999 and is headquartered in San Francisco, California.

It is estimated that the annual earnings per share of CRM software provider Salesforce will reach **** U.S. dollars in 2023. This is slightly lower than their estimated earnings per share for 2022. Salesforce is one of the largest providers of cloud-based customer relationship management (CRM) systems, which are used by organizations to manage their customer data.

APIGen Function-Calling Datasets

Paper | Website | Models This repo contains 60,000 data collected by APIGen, an automated data generation pipeline designed to produce verifiable high-quality datasets for function-calling applications. Each data in our dataset is verified through three hierarchical stages: format checking, actual function executions, and semantic verification, ensuring its reliability and correctness. We conducted human evaluation over 600 sampled data points, and… See the full description on the dataset page: https://huggingface.co/datasets/Salesforce/xlam-function-calling-60k.

The Americas is Salesforce’s largest regional market, bringing in about ** billion U.S. dollars for the software company in its 2025 fiscal year. The overall revenue in that year reached ** billion U.S. dollars, a record high. Subscription and support is Salesforce’s most prolific business division – sales in this segment contributed ** billion U.S. dollars to its overall revenue. Salesforce: a top CRM and SaaS player A cloud-based software company known for its wide range of customer-relationship management (CRM) offerings, Salesforce is one of the largest software and programming companies worldwide. Over the years, its leading position in the CRM software market has strengthened – its market share in 2020 came to ** percent, more than four times the market presence of runner-up Microsoft. In the global public cloud SaaS market, Salesforce overtook Microsoft in 2019, and had a *** percent share in 2020. Salesforce's cloud offerings Salesforce's cloud offerings are divided into the following categories: sales, service, marketing and commerce, as well as platform and other, which includes their Customer 360 PaaS solution and integration, analytics, and productivity offerings. Services and sales are the largest segments, with each bringing in about ***** and ***** billion U.S. dollars in fiscal year 2024. Platform and other subsegments brought in over *** billion U.S. dollars in the same fiscal year, while the marketing and commerce subsegment contributed to just under **** billion U.S. dollars.

In Salesforce's 2025 financial year, they made over ** billion U.S. dollars through subscriptions and support and *** billion from professional services and other sources. Both these figures were increases compared to the previous year.

The Salesforce CRM document generation software was valued at USD 850 million in 2022 and will reach USD 1.95 billion by 2030, registering a CAGR of 11% for the forecast period 2023-2030. Factors Affecting Salesforce CRM Document Generation Software Market Growth

Technological advancement in salesforce CRM document generation software

The market may explore new dynamics and improve company documentation experiences by integrating cutting-edge technologies like artificial intelligence, predictive learning, and machine learning with Salesforce CRM document-generating software. According to a global survey, the market for salesforce CRM document creation software is propelled by a high rate of return on investment (ROI), lower prices, a rise in the use of web-based documents, and simple installation procedures. Businesses are also implementing Salesforce CRM document-generating tools in an effort to increase productivity and operational effectiveness. With these platforms, anyone can easily create, modify, and print specific documents to meet all their documentation needs. However, it's crucial for organizations to prioritize the protection of these documents, especially since they may contain sensitive consumer information. Fortunately, the CRM document creation software has robust security measures in place that make it challenging for unauthorized access. Additionally, different customer authorities have established compliance requirements for data safety regulations to ensure optimal protection of consumer data. All these factors are boosting the growth of the salesforce CRM document generation software market.

Increased focus on customer experience, data, and automation

With Salesforce CRM document generation, businesses can create customized documents tailored to their customer's specific needs. This improves the customer experience by providing relevant and helpful information. Additionally, the software enables businesses to collect and analyze data more effectively, leading to better decision-making regarding sales and marketing strategies. Furthermore, salesforce CRM document generation automates the document creation process, saving businesses valuable time and resources.

The Restraining Factor of Salesforce CRM Document Generation Software:

Data security and privacy concerns

The market for Salesforce CRM Document Generation Software is experiencing rapid growth, but it faces some significant obstacles that are impeding its progress. The primary restraints include concerns regarding data security and privacy, a lack of awareness among small and medium-sized enterprises, and high initial investment costs. Additionally, ensuring the quality of documents generated by the software is a major challenge.

Impact of the COVID-19 Pandemic on the Salesforce CRM Document Generation Software Market

The COVID-19 pandemic has caused significant disruption across several global markets due to restrictions on logistics and market limitations imposed by governments. However, a few markets have benefited from the pandemic's effects. The need for real-time online documentation of transactions has led to increased demand for customer data retention. The pandemic has resulted in the closure of manufacturing facilities and limited logistical operations, putting a strain on several sectors. As a result, there has been a growing demand for improved customer experience due to remote employment. Companies can use Salesforce CRM document-generating software to document client information and sales. Introduction of Salesforce CRM Document Generation Software

Many companies are switching from using Excel spreadsheets to using Customer Relationship Management (CRM) software to improve their customers' experiences. This change is happening thanks to the advancement of technology and the widespread availability of high-speed internet. As businesses become more complex, they are looking for ways to simplify their operations while still being efficient and cost-effective. One solution that has become increasingly popular is using Salesforce CRM document generation software to securely and reliably document large amounts of data. Many companies are embracing new technologies and experimenting with different components of their business, such as sales, HR, business intelligence, and operations, to find ways to function with limited resources. The company has impo...

Net-Receivables Time Series for Salesforce.com Inc. Salesforce, Inc. provides customer relationship management (CRM) technology that connects companies and customers together worldwide. The company offers Agentforce, an agentic layer of the salesforce platform; Data Cloud, a data engine; Industries AI for creating industry-specific AI agents with Agentforce ; Salesforce Starter, a suite of solution for small and medium-size business; Slack, a workplace communication and productivity platform; Tableau, an end-to-end analytics solution for range of enterprise use cases and intelligent analytics with AI models, spot trends, predict outcomes, timely recommendations, and take action from any device; and integration and analytics solutions, as well as Agentforce Command Center, an observability solution to manage, track, and scale AI agent activity. It also provides marketing platform; commerce services, which empowers shopping experience across various customer touchpoint; and field service solution that enables companies to connect service agents, dispatchers, and mobile employees through one centralized platform to schedule and dispatch work, as well as track and manage jobs. The company has a strategic partnership with Google to integrate Agentforce 360 with Google Workspace for sales and IT service, which expands the Salesforce Gemini integration. Salesforce, Inc. was incorporated in 1999 and is headquartered in San Francisco, California.

Salesforce Backup Market Outlook

According to our latest research, the global Salesforce Backup market size reached USD 1.56 billion in 2024, reflecting robust demand across multiple verticals. The market is set to maintain a strong upward trajectory with a projected CAGR of 18.7% from 2025 to 2033, ultimately reaching a forecasted value of USD 7.58 billion by 2033. This remarkable growth is primarily driven by the increasing adoption of cloud-based CRM solutions, the growing awareness of data loss risks, and stringent compliance requirements across industries.

One of the most significant growth factors propelling the Salesforce Backup market is the exponential rise in data volumes generated by organizations leveraging Salesforce as their primary customer relationship management platform. As businesses increasingly rely on Salesforce for mission-critical operations, the risk associated with data loss, corruption, or cyberattacks has become a paramount concern. This has led to a surge in demand for robust backup and recovery solutions tailored specifically for Salesforce environments. Enterprises are now prioritizing data resilience and business continuity, recognizing that accidental deletions, malicious activities, or system failures can result in substantial financial and reputational losses. Consequently, vendors are innovating with advanced backup technologies, including automated scheduling, granular recovery, and seamless integration, to address these evolving needs.

Another key driver for the Salesforce Backup market is the tightening regulatory landscape. Organizations across sectors such as BFSI, healthcare, and government are increasingly subject to stringent data protection laws, including GDPR, HIPAA, and CCPA. These regulations mandate not only the safeguarding of sensitive data but also the ability to restore information quickly in the event of loss or breach. As a result, compliance-driven adoption of Salesforce backup solutions is on the rise, with businesses seeking tools that provide audit trails, encryption, and comprehensive reporting capabilities. The emphasis on regulatory compliance is compelling IT decision-makers to invest in third-party backup services that go beyond Salesforce’s native data protection offerings, ensuring both legal adherence and operational resilience.

The rapid shift toward remote and hybrid work models in the post-pandemic era has also significantly influenced the Salesforce Backup market. With employees accessing Salesforce from multiple locations and devices, the risks of inadvertent data loss or unauthorized access have escalated. This has underscored the importance of robust backup strategies that can accommodate distributed workforces and dynamic data environments. Cloud-based backup solutions, in particular, have gained traction due to their scalability, ease of deployment, and ability to provide real-time protection regardless of user location. Vendors are responding by enhancing their offerings with features such as continuous backup, disaster recovery, and instant restore, ensuring that organizations can maintain seamless operations in the face of unforeseen disruptions.

From a regional perspective, North America continues to dominate the Salesforce Backup market, driven by the high concentration of Salesforce users, advanced IT infrastructure, and a strong focus on data governance. However, Asia Pacific is emerging as a lucrative growth region, fueled by rapid digital transformation, expanding cloud adoption, and increasing awareness of data security best practices. Europe, with its rigorous data protection regulations, also represents a significant market, while Latin America and the Middle East & Africa are witnessing steady adoption as organizations modernize their IT ecosystems. The global nature of Salesforce deployments ensures that demand for backup solutions is rising across all geographies, with vendors tailoring their offerings to meet region-specific compliance and operational requirements.

Component Analysis

Salesforce.com had a total of around ****** employees as of the 2024 fiscal year. Salesforce's number of employees has decreased by approximately ***** during the measured period. The fiscal year end of the company is January, 31st.

Factori houses an extensive dataset of US People data, providing valuable insights into individuals across various demographic and behavioral dimensions. Our US People Data section is dedicated to helping you understand the breadth and depth of the information available through our API.

Data Collection and Aggregation Our People data is gathered and aggregated through surveys, digital services, and public data sources. We use powerful profiling algorithms to collect and ingest only fresh and reliable data points. This ensures that the data you access is up-to-date and accurate.

Here are some of the data categories and attributes we offer within US People data Graph: - Geography: City, State, ZIP, County, CBSA, Census Tract, etc. - Demographics: Gender, Age Group, Marital Status, Language, etc. - Financial: Income Range, Credit Rating Range, Credit Type, Net Worth Range, etc. - Persona: Consumer type, Communication preferences, Family type, etc. - Interests: Content, Brands, Shopping, Hobbies, Lifestyle, etc. - Household: Number of Children, Number of Adults, IP Address, etc. - Behaviors: Brand Affinity, App Usage, Web Browsing, etc. - Firmographics: Industry, Company, Occupation, Revenue, etc. - Retail Purchase: Store, Category, Brand, SKU, Quantity, Price, etc.

Here's the data schema: Person_id first_name last_name gender age year month day full_address city state zipcode zip4 delivery_point_bar_code carrier_route walk_sequence_code fips_state_code fips_county_code country_name latitude longtitude address_type metropolitan_statistical_area core_based_statistical_area census_tract census_block
census_block_group primary_address pre_address street post_address address_suffix address_secondline address_abrev
census_median_home_value home_market_value property_build_year property_with_ac property_with_pool property_with_water property_with_sewer general_home_value property_fuel_type household_id census_median_household_income
household_size occupation_home_office
dwell_type household_income marital_status length_of_residence number_of_kids pre_school_kids single_parent working_women_in_house_hold homeowner children
adults generations net_worth education_level education_history occupation occuptation_business_owner credit_lines credit_card_user newly_issued_credit_card_user credit_range_new credit_cards loan_to_value and alot more...

LOTSA Data

The Large-scale Open Time Series Archive (LOTSA) is a collection of open time series datasets for time series forecasting. It was collected for the purpose of pre-training Large Time Series Models. See the paper and codebase for more information.

  Citation

If you're using LOTSA data in your research or applications, please cite it using this BibTeX: BibTeX: @article{woo2024unified, title={Unified Training of Universal Time Series Forecasting Transformers}… See the full description on the dataset page: https://huggingface.co/datasets/Salesforce/lotsa_data.

Salesforce Backup Market Outlook

According to our latest research, the Salesforce Backup market size reached USD 1.48 billion in 2024 at a robust compound annual growth rate (CAGR) of 17.2%. This dynamic sector is being propelled by increasing data protection mandates and the exponential rise in Salesforce adoption across enterprises. By 2033, the global Salesforce Backup market is forecasted to reach USD 5.01 billion, reflecting the critical need for secure, compliant, and resilient data management solutions in an evolving digital landscape. The surge in data breaches, stringent regulatory frameworks, and the growing importance of business continuity are among the key growth drivers identified in our comprehensive analysis.

One of the primary growth factors for the Salesforce Backup market is the escalating volume of enterprise data generated within Salesforce environments. Organizations are increasingly leveraging Salesforce as a core business platform, integrating it with various applications and workflows. This has led to a significant rise in the amount of sensitive and business-critical data being stored and managed within Salesforce. As a result, the risk associated with data loss, accidental deletion, or malicious attacks has become a major concern. Enterprises are recognizing the necessity of robust backup and recovery solutions to ensure uninterrupted business operations and safeguard against potential data disasters. The proliferation of remote work and the adoption of hybrid cloud strategies have further intensified the need for reliable Salesforce backup solutions, driving sustained market expansion.

Another key driver fueling the Salesforce Backup market is the increasingly complex regulatory landscape governing data protection and privacy. With regulations such as GDPR in Europe, CCPA in California, and other data sovereignty laws, organizations are under immense pressure to ensure the integrity, availability, and recoverability of their Salesforce data. Non-compliance can result in severe financial penalties and reputational damage. Consequently, businesses are investing heavily in advanced backup solutions that offer automated, policy-driven protection, granular recovery options, and robust audit trails. These capabilities not only support compliance efforts but also enhance overall data governance and risk management, positioning Salesforce backup as a strategic imperative for organizations across sectors.

The evolution of cyber threats, including ransomware and sophisticated phishing attacks, has also played a pivotal role in shaping the Salesforce Backup market. Cybercriminals are increasingly targeting CRM systems due to the wealth of valuable data they contain. A successful breach or data corruption event can have catastrophic consequences, ranging from operational disruption to financial loss and erosion of customer trust. To mitigate these risks, enterprises are prioritizing investments in comprehensive backup and disaster recovery solutions tailored specifically for Salesforce environments. The integration of AI-driven anomaly detection, immutable storage, and rapid recovery capabilities is becoming standard, further driving market growth and innovation.

From a regional perspective, North America continues to dominate the Salesforce Backup market, accounting for the largest share in 2024. This leadership is attributed to the region’s high concentration of Salesforce users, advanced IT infrastructure, and proactive regulatory environment. Europe follows closely, driven by stringent data privacy laws and a strong focus on compliance. The Asia Pacific region is witnessing the fastest growth, fueled by rapid digital transformation, increasing Salesforce adoption among SMEs, and growing awareness of data protection best practices. Latin America and the Middle East & Africa are emerging markets, with rising investments in cloud-based solutions and an expanding enterprise landscape. These regional dynamics underscore the global relevance and criticality of Salesforce backup solutions in today’s data-driven economy.

Component Analysis

The Salesforce Backup market, when segmented by component, is primarily divided into software and services. The software segment encompasses purpose-built backup applications designed to automate and streamline the process of backing up Salesforce data, metadata, and configurations. These solutions often provide features such a

Capital-Expenditures Time Series for Salesforce.com Inc. Salesforce, Inc. provides customer relationship management (CRM) technology that connects companies and customers together worldwide. The company offers Agentforce, an agentic layer of the salesforce platform; Data Cloud, a data engine; Industries AI for creating industry-specific AI agents with Agentforce ; Salesforce Starter, a suite of solution for small and medium-size business; Slack, a workplace communication and productivity platform; Tableau, an end-to-end analytics solution for range of enterprise use cases and intelligent analytics with AI models, spot trends, predict outcomes, timely recommendations, and take action from any device; and integration and analytics solutions, as well as Agentforce Command Center, an observability solution to manage, track, and scale AI agent activity. It also provides marketing platform; commerce services, which empowers shopping experience across various customer touchpoint; and field service solution that enables companies to connect service agents, dispatchers, and mobile employees through one centralized platform to schedule and dispatch work, as well as track and manage jobs. The company has a strategic partnership with Google to integrate Agentforce 360 with Google Workspace for sales and IT service, which expands the Salesforce Gemini integration. Salesforce, Inc. was incorporated in 1999 and is headquartered in San Francisco, California.

The Salesforce Training Service market has seen significant growth over recent years, driven largely by the increasing adoption of Salesforce as a leading customer relationship management (CRM) platform. Organizations across various industries are recognizing the need to train their teams to effectively leverage Sal

The Salesforce Services market has become a pivotal segment in the evolving landscape of customer relationship management (CRM) and enterprise solutions. As businesses increasingly recognize the need to streamline operations, enhance customer engagement, and derive actionable insights from data, Salesforce's suite o

This dataset contains the historical stock data for Salesforce Inc. (CRM), sourced from Yahoo Finance, spanning from its initial public offering (IPO) on June 23, 2004 through to December 2024. The data includes daily stock prices and provides essential details such as:

Date: The specific trading date for each record. Open: The opening price of Salesforce’s stock for that day. High: The highest price reached by Salesforce’s stock on that day. Low: The lowest price of Salesforce’s stock on that day. Close: The closing price for Salesforce’s stock on that day. Adj Close: The adjusted closing price, accounting for stock splits, dividends, and other corporate actions. Volume: The number of shares traded on that particular day. This dataset is ideal for those interested in analyzing Salesforce’s rise as a leader in cloud-based software, particularly in customer relationship management (CRM) solutions. From its early days as a pioneer in cloud computing to its current position as a dominant player in enterprise software and artificial intelligence, Salesforce's stock data offers valuable insights into its financial performance and market evolution.

Source: The data has been sourced from Yahoo Finance, a widely recognized platform for obtaining reliable historical financial data.

Data Usage:

Time Series Analysis: Analyze Salesforce’s stock price trends and market performance over time. Stock Price Prediction: Build predictive models to forecast Salesforce’s future stock price movements based on historical data. Financial Analysis: Conduct detailed analysis of Salesforce’s stock performance, volatility, and its impact on the SaaS (Software as a Service) industry.