[ Secoda Reviews ](https://www.g2.com/products/secoda/reviews) [ Secoda Reviews ](https://www.g2.com/products/secoda/reviews) # Secoda Features ##### ## Data Governance (3) User Access Management Allows administrators to assign role-based user access for specific data sets Dynamic Data Masking Hides and masks sensitive data automatically based on user permissions Data Lineage Provides historical insights into original data sources and transformations made to data sets Show More ##### ## Data Preparation (2) Search Offers simple search capabilities to discover specific data sets Data Quality and Cleansing Allows users and administrators to easily clean data to maintain quality and integrity Show More ##### ## Collaboration (4) Commenting Allows users to comment on data sets to help future users better interact and interpret the data Profiling and Classification Permits profiling of data sets for increased organization, both by users and machine learning Business and Data Glossary Creates a business glossary for faster understanding by the average business user Metadata Management Indexes metadata descriptions for easier searching and enhanced insights Show More ##### ## Artificial Intelligence (3) Machine Learning Recommendations Automates recommendations for users based on machine learning functionality Natural Language Query Offers natural language querying functionality for non-technical users Automatic Data Cleansing Cleans data to improve quality via automation Show More ##### ## Administration (3) Recommendations Analyzes data to find and recommend the highest value customer segmentations. Workflow Management Tools to create and adjust workflows to ensure consistency. Dashboards and Visualizations Presents information and analytics in a digestible, intuitive, and visually appealing way. Show More ##### ## Compliance (4) Sensitive Data Compliance Supports compliance with PII, GDPR, HIPPA, PCI, and other regulatory standards. Training and Guidelines Provides guidelines or training related to sensitive data compliance requirements, Policy Enforcement Allows administrators to set policies for security and data governance Compliance Monitoring Monitors data quality and send alerts based on violations or misuse Show More ##### ## Data Quality (3) Data Preparation Curates collected data for big data analytics solutions to analyze, manipulate, and model Data Distribution Facilitates the disseminating of collected big data throughout parallel computing clusters Data Unification Compile data from across all systems so that users can view relevant information easily. Show More ##### ## Functionality (31) Monitoring Monitors database functionality to verify baselines are maintained or exceeded. Alerting Sends alerts via email, text, phone, and more when an incident or issue occcurs. Reporting Manually and/or automatically generates reports covering database performance Data Visualization Follows database monitoring live information through graphical dashboards Identification Correctly identify inaccurate, incomplete, or duplicated data from a data source. Correction Utilize deletion, modification, appending, merging, or other methods to correct bad data. Normalization Standardize data formatting for uniformity and easier data usage. Preventative Cleaning Clean data as it enters the data source to prevent mixing bad data with cleaned data. Data Matching Finds duplicates using the fuzzy logic technology or an advance search feature. Data visualisation Creates a visual map of the data from the source to the target database for the user to see. Data transformation Transforms the data into the appropriate format before being transferred. Data migration Moves the data from one database to another. Process various formats The software can process numerous type of data and formats. No-code functionality The software can create the data map with no use of code. This is typically done via drag-and-drop. Data manipulation Allows the data to be merged or executed before being mapped and transformed. Analytics Offers built-in analytics functionality. Reporting Offers reporting functionality. Structure type Searches structured, semi-structured, and unstructured data for sensitive data. Contextual search Offers contextual search functions to understand factors such as file type, sensitivity, user type, location, and other metadata. Template algorithms Has template rules and pattern matching algorithms (PII, PCI, PHI and more) Custom algorithms Offers the option to create custom templates and rules based on department, user type and data type. Multiple file and location types Search multiple file types (images, PDFs, etc.) and repository locations (such as on-premise databases, cloud storage, email servers, websites, etc.) Real-time monitoring Monitors data stores in real-time searching for newly created sensitive data. Dashboard Offers a dashboard showing specific location of sensitive data. Compliance Facilitates compliance and enables adherence to common industry regulatory standards such as GDPR, CCPA, HIPAA, PCI DSS, ISO, and others. Reporting Offers reporting functionality. Version control Tracks and manages database changes, allowing users to collaborate on and change the same files without compromising the overall build by introducing conflicting code. Real-time Analytics Generate real-time depth analytics utilizing event metrics, logging and metadata. Data quality monitoring Use custom or pre-built tests for buisness rules. to ensure data quality. Automation Involves automation capabilities to identify and track issues, failed operations by looking at historical trends. End to End visiblity Complete visibility of the data pipeline, and immediately notifies the data team if any issues. Ensures cross stack visbility. Show More ##### ## Management (16) Reporting Provide follow-up information after data cleanings through a visual dashboard or reports. Automation Automatically run data identification, correction, and normalization on data sources. Quality Audits Schedule automated audits to identify data anomalies over time based on set business rules. Dashboard Gives a view of the entire data quality management ecosystem. Governance Allows user role-based access and actions to authorization for specific tasks. Business Glossary Lets users build a glossary of business terms, vocabulary and definitions across multiple tools. Data Discovery Provides a built-in integrated data catalog that allows users to easily locate data across multiple sources. Data Profililng Monitors and cleanses data with the help of business rules and analytical algorithms. Reporting and Visualization Visualize data flows and lineage that demonstrates compliance with reports and dashboards through a single console. Data Lineage Provides an automated data lineage functionality which provides visibility over the entire data movement journey from data origination to destination. Visibility Provides administrators with detailed insight into changes made by database developers. Anomaly identification Identify the different type of anomalies and receive alerts. Single pane view The data observability environment can be viewed from a single dashboard. Real-time alerts Provides immediate alerts for any anomalies or expected events. Data lineage Establishes lineage for the data pipeline - from data warehouse to the data user. Integrations Support integrations with various business applications which support different data processes. Also, integrate with apps to provide alerts. Show More ##### ## Data Management (8) Data Integration Consolidate data from various disparate sources in a single unified view Data Discovery Understand the state of data, applications, systems and services Multi - Platform Manage data across environments (on-premises cloud, hybrid, and multi-cloud) Metadata Provides metadata management and lineage capabilities Data Integration Integrates data and data-related technologies into a single environment. Metadata Provides metadata management capabilities. Self-service Empowers the user via a self-service capability to manage data workflows. Automated workflows Completely automates end-to-end data workflows across the data integration lifecycle. Show More ##### ## Analytics (3) Data Analytics Supports advanced analytics solutions for better business decision making Analytics capabilities Provides a high performance, flexibile analytics platform to support data management and embrace data driven decision making. Dasboard visualizations Collect and displays metrics across the data integration via a dashboard. Show More ##### ## Security (6) Compliance Rules and regulations inherited from source systems or defined to secure sensitive data Governance Grant or restrict data access and control Data Protection Built - In Backup and Disaster Recovery Access Control Authenticates and authorizes individuals to access the data they are allowed to see and use. Roles Management Helps identify and manage the roles of owners and stewards of data. Compliance Management Helps adhere to data privacy regulations and norms. Show More ##### ## Responses (3) Personalization Provides personalized responses to interlocator based on segmentation or past responses. Route To Human Has tools (e.g. dashboards and reports) to better understand conversations Intelligent Virtual Assistants have had. Natural Language Understanding (NLU) Can have a natural, human-like conversation with an interlocator. Show More ##### ## Platform (3) Conversation Editor Allows business to edit conversations to meet the unique needs of one's business. Integration Gives users the ability to update systems, like CRM, based on conversations. Human-In-The-Loop Allows users to maintain and observe the accuracy and viability of Intelligent Virtual Assistants. Show More ##### ## Maintainence (2) Data Quality Management Defines, validates, and monitors business rules to safeguard master data readiness. Policy Management Allows users to create and review data policies to make them consistent across the organization. Show More ##### ## Monitoring and Management (1) Data Observability Involved solely in monitoring data pipelines, sending alerts and troubleshooting data. Show More ##### ## Cloud Deployment (2) Hybrid cloud support Supports analytical platforms and data pipelines across complex hybrid environments. Cloud migration capabilities Supports migration of component or pipeline to different cloud environments. Show More ##### ## Data management (5) Metadata Management Indexes metadata descriptions for enhanced insights. Automation Features Ensures automation of metadata across the organization. Dynamically improves data management processes. Collaboration Embedded collaboration using APIs and in-app integrations. Data Lineage Provides insights into original data sources and transformations made to data sets from source to consumption of data. Data Discovery Provides an interface to collect and evaluate data to identfy patterns and outliers. Show More ##### ## Reporting (3) Intelligent Insights Constantly processes metadata to provide intelligent insights. Actionable Insights Provides actionable insights, and generates notifications and alerts to help teams make informed decisions. Dashboards Supports 360 degree data visibility via a single dashboard. Show More ##### ## Generative AI (15) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. Show More ##### ## Automation - AI Agents (5) Sales Follow-Up Allows users to automate responses to customer inquiries across various channels. Customer Interaction Automation Allows users to automate responses to customer inquiries across various channels. Lead Generation Allows users to automate the process of generating and qualifying sales leads. Document Processing Allows users to automate the handling, processing, and management of documents. Feedback Collection Provides users the ability to automate the collection and analysis of feedback from customers, employees, or other stakeholders. Show More ##### ## Autonomy - AI Agents (4) Independent Decision Making Allows the AI agent to learn from interactions and adapt its responses accordingly. Adaptive Responses Allows the AI agent to learn from interactions and adapt its responses accordingly. Task Execution Provides the AI agent the ability to execute tasks without requiring constant user input. Problem Solving Allows the AI agent to identify and resolve issues without user intervention. Show More ##### ## Agentic AI - Sensitive Data Discovery (4) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Proactive Assistance Anticipates needs and offers suggestions without prompting Show More ##### ## Agentic AI - Machine Learning Data Catalog (2) Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Show More ##### ## Agentic AI - Data Governance (6) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Decision Making Makes informed choices based on available data and objectives Show More ##### ## Agentic AI - Data Fabric (5) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Decision Making Makes informed choices based on available data and objectives Show More ##### ## Agentic AI - DataOps Platforms (5) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Decision Making Makes informed choices based on available data and objectives Show More ##### ## Agentic AI - Data Observability (5) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Show More ##### ## Agentic AI - Database Monitoring (7) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Decision Making Makes informed choices based on available data and objectives Show More ## Top-Rated Alternatives [ ![Atlan](https://images.g2crowd.com/uploads/product/hd_favicon/722784271f56e840d415fd7ca4d6e2f6/atlan.svg "Atlan") Atlan 4.5/5(133) ](https://www.g2.com/products/atlan/reviews) [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5(1,354) ](https://www.g2.com/products/databricks/reviews) [ ![Egnyte](https://images.g2crowd.com/uploads/product/hd_favicon/91bb854a397a0e939339a805a61acf75/egnyte.svg "Egnyte") Egnyte 4.4/5(1,162) ](https://www.g2.com/products/egnyte/reviews) [ View All Alternatives ](https://www.g2.com/products/secoda/competitors/alternatives) Secoda Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_e9344d13e61e52378fa7636577a0dca7/atlan.png "Product Avatar Image") Atlan 4.5/5(133) [ Compare Now ](https://www.g2.com/compare/atlan-vs-secoda) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_974ba768d1afc417ceeadb19fdae2156/castor-doc.png "Product Avatar Image") Coalesce Catalog (formerly... 4.7/5(64) [ Compare Now ](https://www.g2.com/compare/castor-doc-vs-secoda) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_9fae4af322e4fe9aefe195cb7e64c23e/select-star.png "Product Avatar Image") Select Star 4.5/5(55) [ Compare Now ](https://www.g2.com/compare/secoda-vs-select-star) ##### Categories on G2 [ AI Agents For Business Operations ](https://www.g2.com/categories/ai-agents-for-business-operations)[ Data Quality ](https://www.g2.com/categories/data-quality)[ Data Governance ](https://www.g2.com/categories/data-governance-tools) [ Database Monitoring ](https://www.g2.com/categories/database-monitoring)[ DataOps Platforms ](https://www.g2.com/categories/dataops-platforms)[ Sensitive Data Discovery ](https://www.g2.com/categories/sensitive-data-discovery)[ Data Observability ](https://www.g2.com/categories/data-observability)[ Data Mapping ](https://www.g2.com/categories/data-mapping)[ Data Fabric ](https://www.g2.com/categories/data-fabric)[ Machine Learning Data Catalog ](https://www.g2.com/categories/machine-learning-data-catalog)[ Active Metadata Management ](https://www.g2.com/categories/active-metadata-management)[ Database DevOps Software ](https://www.g2.com/categories/database-devops-software) Show More ##### Explore More [ best marketing automation software ](https://www.g2.com/discussions/what-s-some-of-the-best-marketing-automation-software-available-right-now-to-software-buyers)[ What is the most affordable social analytics software for SMBs? ](https://www.g2.com/discussions/what-is-the-most-affordable-social-analytics-software-for-smbs)[ Best automatic dialing programs for business use ](https://www.g2.com/discussions/best-automatic-dialing-programs-for-business-use) [ User research software comparison for software companies ](https://www.g2.com/discussions/user-research-software-comparison-for-software-companies)[ Visual Lease vs LeaseAccelerator for ASC 842 compliance: what actually separates them? ](https://www.g2.com/discussions/visual-lease-vs-leaseaccelerator-for-asc-842-compliance-what-actually-separates-them)[ Pros and Cons Details ](https://www.g2.com/products/secoda/reviews?qs=pros-and-cons) Show More [ best marketing automation software ](https://www.g2.com/discussions/what-s-some-of-the-best-marketing-automation-software-available-right-now-to-software-buyers)[ What is the most affordable social analytics software for SMBs? ](https://www.g2.com/discussions/what-is-the-most-affordable-social-analytics-software-for-smbs)[ Best automatic dialing programs for business use ](https://www.g2.com/discussions/best-automatic-dialing-programs-for-business-use) [ User research software comparison for software companies ](https://www.g2.com/discussions/user-research-software-comparison-for-software-companies)[ Visual Lease vs LeaseAccelerator for ASC 842 compliance: what actually separates them? ](https://www.g2.com/discussions/visual-lease-vs-leaseaccelerator-for-asc-842-compliance-what-actually-separates-them)[ Pros and Cons Details ](https://www.g2.com/products/secoda/reviews?qs=pros-and-cons)