GoodData Features
Reports (5)
Reports Interface
Based on 287 GoodData reviews and verified by the G2 Product R&D team.
Reports interface for standard and self-service reports is intuitive and easy to use.
Steps to Answer
Based on 270 GoodData reviews and verified by the G2 Product R&D team.
Requires a minimal number of steps/clicks to answer business question.
Graphs and Charts
Based on 288 GoodData reviews and verified by the G2 Product R&D team.
Offers a variety of attractive graph and chart formats.
Score Cards
Based on 262 GoodData reviews and verified by the G2 Product R&D team.
Score cards visually track KPI's.
Dashboards
Based on 289 GoodData reviews and verified by the G2 Product R&D team.
Provides business users an interface to easily design, refine and collaborate on their dashboards
Self Service (6)
Calculated Fields
Based on 278 GoodData reviews and verified by the G2 Product R&D team.
Using formulas based on existing data elements, users can create and calculate new field values.
Data Column Filtering
Based on 282 GoodData reviews and verified by the G2 Product R&D team.
Business users have the ability to filter data in a report based on predefined or automodeled parameters.
Data Discovery
Based on 269 GoodData reviews and verified by the G2 Product R&D team.
Users can drill down and explore data to discover new insights.
Search
This feature was mentioned in 256 GoodData reviews.
Ability to search global data set to find and discover data.
Collaboration / Workflow
Based on 258 GoodData reviews and verified by the G2 Product R&D team.
Ability for users to share data and reports they have built within the BI tool and outside the tool through other collaboration platforms.
Automodeling
Based on 236 GoodData reviews.
Tool automatically suggests data types, schemas and hierarchies.
Advanced Analytics (3)
Predictive Analytics
Based on 240 GoodData reviews and verified by the G2 Product R&D team.
Analyze current and historical trends to make predictions about future events.
Data Visualization
Based on 280 GoodData reviews and verified by the G2 Product R&D team.
Communicate complex information clearly and effectively through advanced graphical techniques.
Big Data Services
Based on 243 GoodData reviews and verified by the G2 Product R&D team.
Ability to handle large, complex, and/or siloed data sets.
Building Reports (4)
Data Transformation
Based on 194 GoodData reviews and verified by the G2 Product R&D team.
Converts data formats of source data into the format required for the reporting system without mistakes.
Data Modeling
Based on 190 GoodData reviews and verified by the G2 Product R&D team.
Ability to (re)structure data in a manner that allows extracting insights fast and accurate.
WYSIWYG Report Design
Based on 181 GoodData reviews and verified by the G2 Product R&D team.
Provides business users an interface to easily design and refine their dashboards and reports. (What You See Is What You Get)
Integration APIs
Based on 163 GoodData reviews and verified by the G2 Product R&D team.
Application Programming Interface - Specification for how the application communicates with other software. API's typically enable integration of data, logic, objects, etc with other software applications.
Statistical Tool (3)
Scripting
Supports a variety of scripting environments
Data Mining
Mines data from databases and prepares data for analysis
Algorithms
Applies statistical algorithms to selected data
Data Analysis (2)
Analysis
Analyzes both structured and unstructured data
Data Interaction
Interacts with data to prepare it for visualizations and models
Decision Making (4)
Modeling
Offers modeling capabilities
Data Visualizations
Creates data visualizations or graphs
Report Generation
Generates reports of data performance
Data Unification
Unifies information on a singular platform
Data Preparation (2)
Connectors
Based on 189 GoodData reviews and verified by the G2 Product R&D team.
Ability to connect the analytics platform with a wide range of connector options for common data sources, including popular enterprise applications.
Data Governance
Based on 183 GoodData reviews and verified by the G2 Product R&D team.
Connects to enterprise data governance software, or provides integrated data governance features to avoid misuse of data
Data Modeling and Blending (3)
Data Querying
Based on 219 GoodData reviews and verified by the G2 Product R&D team.
Using formulas based on existing data elements, users can create and calculate new field values
Data Filtering
Based on 235 GoodData reviews and verified by the G2 Product R&D team.
Business users have the ability to filter data in a report based on predefined or automodeled parameters.
Data Blending
Based on 199 GoodData reviews and verified by the G2 Product R&D team.
Allows the user to combine data from multiple sources into a functioning dataset.
Generative AI (4)
AI Text Generation
This feature was mentioned in 108 GoodData reviews.
Allows users to generate text based on a text prompt.
AI Text Summarization
Based on 105 GoodData reviews.
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.
Agentic AI - Analytics Platforms (7)
Autonomous Task Execution
Based on 18 GoodData reviews.
Capability to perform complex tasks without constant human input
Multi-step Planning
18 reviewers of GoodData have provided feedback on this feature.
Ability to break down and plan multi-step processes
Cross-system Integration
As reported in 18 GoodData reviews.
Works across multiple software systems or databases
Adaptive Learning
Based on 18 GoodData reviews.
Improves performance based on feedback and experience
Natural Language Interaction
As reported in 19 GoodData reviews.
Engages in human-like conversation for task delegation
Proactive Assistance
As reported in 18 GoodData reviews.
Anticipates needs and offers suggestions without prompting
Decision Making
As reported in 18 GoodData reviews.
Makes informed choices based on available data and objectives
Deployment & Integration - Analytics Platforms (4)
No-code Dashboard Builder
18 reviewers of GoodData have provided feedback on this feature.
Enables non-technical users to build dashboards through intuitive, drag-and-drop interfaces
Report Scheduling and Automation
As reported in 19 GoodData reviews.
Enables automated report generation and scheduled delivery to stakeholders
Embedded Analytics and White-labeling
As reported in 19 GoodData reviews.
Allows dashboards and analytics to be embedded into external apps with branding flexibility
Data Source Connectivity
This feature was mentioned in 19 GoodData reviews.
Supports integration with major data sources like cloud data warehouses, SQL/NoSQL databases, and SaaS applications
Performance & Scalability - Analytics Platforms (2)
Large data handling and Query Speed
18 reviewers of GoodData have provided feedback on this feature.
Efficiently processes large datasets with minimal lag and ensures high performance under load
Concurrent User Support
18 reviewers of GoodData have provided feedback on this feature.
Maintains performance and uptime during high traffic from multiple users or teams
Advanced Analytics & Modeling - Analytics Platforms (3)
Data Modeling and Governance
19 reviewers of GoodData have provided feedback on this feature.
Supports semantic data layers, role-based access controls, and metadata governance
Notebook and Script Integration
18 reviewers of GoodData have provided feedback on this feature.
Integrates with Jupyter, Python, or R for custom analytics and modeling
Built-in Predictive and Statistical Models
19 reviewers of GoodData have provided feedback on this feature.
Provides native tools for statistical analysis, forecasting, and trend prediction
Agentic AI Capabilities - Analytics Platforms (4)
Auto-generated Insights and Narratives
This feature was mentioned in 18 GoodData reviews.
Uses AI to generate textual summaries, key takeaways, and data stories from dashboards
Natural Language Queries
19 reviewers of GoodData have provided feedback on this feature.
Allows users to query data and build reports using conversational or plain language
Proactive KPI Monitoring and Alerts
19 reviewers of GoodData have provided feedback on this feature.
Detects and notifies users about KPI anomalies or significant metric changes in real time
AI Agents for Analytical Follow-ups
Based on 18 GoodData reviews.
Recommends next questions, analyses, or exploration paths using autonomous AI agents
Personalized Intelligence - Analytics Platforms (3)
Behavioral Learning for Contextual Query Refinement
This feature was mentioned in 18 GoodData reviews.
Learns from historical user interactions to improve and personalize query results over time
Role-based Insight Personalization
This feature was mentioned in 18 GoodData reviews.
Tailors dashboard views and suggestions based on user roles, access levels, and past behavior
Conversational and Prompt-based Analytics
This feature was mentioned in 19 GoodData reviews.
Supports AI-driven exploration via prompts or multi-turn conversations for iterative querying
Deployment & Integration - Semantic Layer Tools (2)
Multi-Environment & Multi-Cloud Support
Supports deployment across multiple environments or cloud platforms with consistent configuration management
Open API & SDK Integration
Provides APIs and SDKs for seamless integration with orchestration, governance, and custom data tools
Data Connectivity & Federation - Semantic Layer Tools (2)
Cross-Source Query Federation
Allows querying and joining data across multiple warehouses and lakes without requiring data replication
Dynamic Schema & Metadata Adaptation
Automatically adapts to schema or metadata changes in connected data sources while maintaining consistency
Data Modeling & Metrics - Semantic Layer Tools (2)
Derived & Calculated Metrics
Enables users to create derived or calculated metrics based on governed data definitions
Time Intelligence Functions
Provides built-in support for time-based calculations such as YoY, MoM, and rolling averages
Performance Optimization - Semantic Layer Tools (2)
Query Caching & Acceleration
Enhances performance by using intelligent caching, precomputation, and acceleration techniques
Adaptive Query Optimization
Automatically tunes and optimizes queries based on data size, frequency, and usage patterns
Governance - Semantic Layer Tools (3)
AI Governance & Observability
Provides visibility and control over how AI systems or automated agents interact with the semantic layer
Metric Lineage for AI Training Data
Tracks how governed metrics and datasets are used in AI/ML training to ensure transparency, compliance, and clear data traceability
Version Control & Change Impact Analysis
Provides version control for semantic models and metrics, with change tracking, rollback, and impact analysis to see how updates affect downstream data or reports
Advanced Intelligence - Semantic Layer Tools (3)
Natural Language Query Interface
Allows users or AI assistants to explore and query metrics through natural language prompts
Semantic Layer for AI/ML Models
Enables AI and machine learning systems to directly consume standardized, governed metrics and logic
Recommendation Engine
Suggests relevant metrics, joins, or insights based on context and historical usage patterns
Agentic AI Enablement - Semantic Layer Tools (3)
Agentic Query Orchestration
Enables autonomous AI agents to compose, execute, and refine analytical queries via the semantic layer
Contextual Reasoning Layer
Provides semantic context graphs that help AI agents understand data relationships and business logic
Workflow Automation via Semantic Agents
Allows semantic agents to trigger automated actions such as data refreshes, alerts, or report generation
Data Connectivity and Prep - Agentic Analytics (2)
Data Source Connectivity
Connects structured and unstructured data for unified analysis.
Automated Data Preparation
Uses AI to clean, join & prep data with little manual input
AI Agent Management - Agentic Analytics (2)
Agent Configuration & Goals
Allows users set goals & rules for agent behavior.
Continuous Learning & Feedback
Improves agents via outcome learning & feedback.
Autonomous Insight Generation - Agentic Analytics (3)
Continuous Pattern Detection
Detects trends, anomalies & patterns without manual queries.
Multi‑Step Reasoning
Breaks down complex analysis into logical steps.
Predictive & Prescriptive Analytics
Generates forecasts & action suggestions from data signals
Interaction and Workflow - Agentic Analytics (3)
Natural Language Query and Conversational Analytics
Helps users ask questions in natural language & get answers.
Action Triggering & Workflow Orchestration
Triggers workflows or actions based on agent analysis.
Explainability & Audit Trails
Shows reasoning paths to explain how insights were made






