RudderStack Features
What are the features of RudderStack?
Functionality
- Workflow Automations
- API Integrations
- Incremental data sync
Data Sourcing
- Data Enrichment
- Expandability
- Content Marketing
- Multiple Devices
Intelligence
- Marketing Metrics
- Predictive Modeling
- Recommendation Engine
Data Management
- Data Modeling
- Auditing
- Observability
- Data mapping
- Reporting
RudderStack Categories on G2
Filter for Features
Data
Data Processing | The ability to process large amounts of data. | Not enough data | |
Data Sources | The ability to process data from a wide variety of sources and formats. | Not enough data | |
Integration | The ability to work seamlessly with another software platform. | Not enough data | |
Real-Time Processing | Processing data from a variety of sources in real time as it arrives. | Not enough data |
Analytics
Reporting & Analytics | Tools to visualize and analyze data. | Not enough data |
Functionality
Diverse Extraction Points | Pull any required data from a variety of sources, including email, web pages, PDFs, and other documents. | Not enough data | |
Data Structuring | Organize extracted data into a more easily digestible structure. | Not enough data | |
Consolidation | Amass extracted data in a variety of data formats like spreadsheets and .csv. | Not enough data | |
Data Cleaning | Clean extracted data by removing duplicates, clearing excess characters, grouping by characteristic, and more. | Not enough data | |
Cloud Extraction | Stores data in cloud storage for access at any point. | Not enough data | |
Visualization | Generate visual data representations from extracted data. | Not enough data | |
Debugging | Ensures live debugging to alert if any failure during data sync. | Not enough data | |
Workflow Automations | Supports the creation of automated workflows and data pipelines. 10 reviewers of RudderStack have provided feedback on this feature. | 90% (Based on 10 reviews) | |
Notifications | Supports notifications in messaging applications such as Slack, and even in workflows. | Not enough data | |
API Integrations | As reported in 11 RudderStack reviews. Provides several pre-built connectors and API integrations to build data workflows. | 92% (Based on 11 reviews) | |
Programmed trigger of data sync | Based on 10 RudderStack reviews. Programmatic trigger of syncs via public APIs | 95% (Based on 10 reviews) | |
Incremental data sync | Based on 11 RudderStack reviews. Native support for incremental syncing | 95% (Based on 11 reviews) | |
Data audit | Move sync logs back into warehouse for auditing | Not enough data |
Administration
Data Modelling | Tools to (re)structure data in a manner that allows extracting insights quickly and accurately | Not enough data | |
Recommendations | Analyzes data to find and recommend the highest value customer segmentations. | Not enough data | |
Workflow Management | Tools to create and adjust workflows to ensure consistency. | Not enough data | |
Dashboards and Visualizations | Presents information and analytics in a digestible, intuitive, and visually appealing way. | Not enough data |
Compliance
Sensitive Data Compliance | Supports compliance with PII, GDPR, HIPPA, PCI, and other regulatory standards. | Not enough data | |
Training and Guidelines | Provides guidelines or training related to sensitive data compliance requirements, | Not enough data | |
Policy Enforcement | Allows administrators to set policies for security and data governance | Not enough data | |
Compliance Monitoring | Monitors data quality and send alerts based on violations or misuse | Not enough data |
Data Quality
Data Preparation | Curates collected data for big data analytics solutions to analyze, manipulate, and model | Not enough data | |
Data Distribution | Facilitates the disseminating of collected big data throughout parallel computing clusters | Not enough data | |
Data Unification | Compile data from across all systems so that users can view relevant information easily. | Not enough data |
Data Sourcing
Data Enrichment | Uses external data sources to improve customer profiles. 15 reviewers of RudderStack have provided feedback on this feature. | 84% (Based on 15 reviews) | |
Expandability | Can be updated to accept new sources and types of data. This feature was mentioned in 15 RudderStack reviews. | 87% (Based on 15 reviews) | |
Content Marketing | Based on 14 RudderStack reviews. Can act as a content marketing platform. | 69% (Based on 14 reviews) | |
Multiple Devices | Based on 14 RudderStack reviews. Can engage with customers across any device with a consistent message. | 85% (Based on 14 reviews) |
Intelligence
Marketing Metrics | Provides analysis of marketing program ROI and efficiency. 12 reviewers of RudderStack have provided feedback on this feature. | 60% (Based on 12 reviews) | |
Predictive Modeling | Based on 10 RudderStack reviews. Predicts outcomes based on statistical models; can give insight to "what-if" scenarios. | 52% (Based on 10 reviews) | |
Recommendation Engine | Based on 10 RudderStack reviews. Uses artificial intelligence to provide suggestions based on desired outcomes. | 52% (Based on 10 reviews) |
Development
Real-Time Integration | Supports event or transaction based integrations that react to changes in real-time | Not enough data | |
API Designer | Provides a web-based interface for designing, documenting, and testing APIs. | Not enough data | |
Pre-Built Connectors | Facilitiates API development and integrations with prebuilt connectors, templates, and examples. | Not enough data | |
Custom Connectors | Provides the ability to create connectors from existing services and APIs in catalog. | Not enough data | |
Reusable connectors | Provides prebuilt, reusable connectors and workflows for all user integration requirements. | Not enough data | |
Pre-built Connectors | Facilitiates API development and integrations with prebuilt connectors, templates, and examples. | Not enough data | |
Custom Connectors | Provides the ability to create connectors from existing services and APIs in catalog. | Not enough data |
Management
Monitoring & Notification | Console for monitoring resource utilization, system health, ability to start and stop processes, etc. | Not enough data | |
Routing And Orchestration | Enables data routing on configuration basis and management of complex workflows through an orchestration engine. | Not enough data | |
Data Mapping | Facilitates to and fro data map according to the data model between applications/web services. | Not enough data | |
Data Transformation | Provides standard tools and functions to convert data values from the data format of a source system into the data format of a destination system. | Not enough data | |
API Management | Supports and oversees the management of API products across their full lifecycle | Not enough data | |
Reporting and Analytics | Provides dashboards to gain real-time insights into API performance, usage, and errors. | Not enough data | |
Data Mapping | Facilitates to and fro data map according to the data model between applications/web services. | Not enough data |
Security
Data Encryption | Employs data encryption both at rest and in transit. | Not enough data | |
Security Standards | Comply to key industry standards like SOC 2, ISO 27001, PCI DSS, HIPAA etc to protect and safeguard data. | Not enough data | |
Communication Protocol | Supports secure communication protocols like FTPS, SFTP etc | Not enough data | |
Access Control | Authenticates and authorizes individuals to access the data they are allowed to see and use. | Not enough data | |
Roles Management | Helps identify and manage the roles of owners and stewards of data. | Not enough data | |
Compliance Management | Helps adhere to data privacy regulations and norms. | Not enough data | |
Security Compliance | Supports industry standards (GDPR, CCPA etc) before, during, and after the reverse ETL process. | Not enough data | |
Data Encryption | Ensures data encryption across multiple levels of the reverse ETL process. | Not enough data |
Integration Options
Big Data Processing | Provides integration to BigData sources such as Hadoop and other NoSQL sources (MongoDB, Cassandra and HBase) | Not enough data | |
ERP Systems | Provides integrations to ERP Systems. | Not enough data | |
Accounting Systems | Provides integrations to accounting Systems. | Not enough data | |
CRM and Marketing Automation Systems | Provides integrations to customer relationship management and marketing automation systems. | Not enough data | |
EDI | Provides integrations to EDI service providers. | Not enough data |
Management
Business Glossary | Lets users build a glossary of business terms, vocabulary and definitions across multiple tools. | Not enough data | |
Data Discovery | Provides a built-in integrated data catalog that allows users to easily locate data across multiple sources. | Not enough data | |
Data Profililng | Monitors and cleanses data with the help of business rules and analytical algorithms. | Not enough data | |
Reporting and Visualization | Visualize data flows and lineage that demonstrates compliance with reports and dashboards through a single console. | Not enough data | |
Data Lineage | Provides an automated data lineage functionality which provides visibility over the entire data movement journey from data origination to destination. | Not enough data |
Maintainence
Data Quality Management | Defines, validates, and monitors business rules to safeguard master data readiness. | Not enough data | |
Policy Management | Allows users to create and review data policies to make them consistent across the organization. | Not enough data |
Deployment
Hybrid | Supports deployment of integration apps both on-premisis and cloud environments/ | Not enough data | |
Cloud to Cloud | Supports deployment of integration apps to a managed cloud environment | Not enough data |
Data Management
Data Modeling | Supports the creation of SQL models to query any data warehouse. This feature was mentioned in 10 RudderStack reviews. | 83% (Based on 10 reviews) | |
Auditing | Detailed logging for auditing needs. This feature was mentioned in 10 RudderStack reviews. | 78% (Based on 10 reviews) | |
Observability | Real-time visibility into the reverse ETL process. This feature was mentioned in 10 RudderStack reviews. | 77% (Based on 10 reviews) | |
Data mapping | Based on 10 RudderStack reviews. Configures data mapping from data warehouse to target tools. | 87% (Based on 10 reviews) | |
Reporting | View the reverse ETL data via reports and charts through data viz and sync progress. This feature was mentioned in 10 RudderStack reviews. | 72% (Based on 10 reviews) |
Diverse Extraction Points
Diverse Extraction Points | Pull any required data from a variety of sources, including email, web pages, PDFs, and other documents. | Not enough data |
Generative AI
AI Text Generation | Allows users to generate text based on a text prompt. | Not enough data | |
AI Text Summarization | Condenses long documents or text into a brief summary. | Not enough data | |
AI Text Generation | Allows users to generate text based on a text prompt. | Not enough data |
Agentic AI - Data Governance
Autonomous Task Execution | Capability to perform complex tasks without constant human input | Not enough data | |
Multi-step Planning | Ability to break down and plan multi-step processes | Not enough data | |
Cross-system Integration | Works across multiple software systems or databases | Not enough data | |
Adaptive Learning | Improves performance based on feedback and experience | Not enough data | |
Natural Language Interaction | Engages in human-like conversation for task delegation | Not enough data | |
Decision Making | Makes informed choices based on available data and objectives | Not enough data |
