GoodData
gooddata.comBuild Difficulty: 4/5
A few focused days to build a solid replacement
Faster, safer, embedded agentic AI
How to Replace GoodDataOverview
Features
69 features across 26 categories
AI(6)
Natural language queries for data exploration
Governance controls and monitoring for AI features
Memory and context management for AI agents
Model Context Protocol server for AI integrations
One-click machine learning model deployment
Vector database storage for AI embeddings and similarity search
AI Agents(8)
Build and deploy custom agentic apps and automated workflows for any use case
Pre-built agent for detecting anomalies and investigating root causes
Pre-built agent for optimizing conversion rates
Build and deploy custom AI agents
Pre-built agent for identifying and retaining at-risk customers
Pre-built agent for managing and optimizing inventory
Pre-built assistant for portfolio rebalancing
AI agent for monitoring semantic data quality
Analytics(3)
Data clustering and segmentation capabilities
Time series forecasting and prediction capabilities
Analytics on platform usage and consumption
Architecture(1)
Multi-tenant architecture with hierarchical workspaces for serving multiple customers
Business Intelligence(1)
Scalable business intelligence and reporting capabilities
Customization(2)
Configure custom domain URLs for branded experience
Apply custom themes and branding per customer
Data Governance(3)
Catalog for managing analytics assets and governance
Publish governed content across tenants with access controls
Automatic extraction and management of data ontologies
Data Integration(4)
Blend data across multiple sources
Connect to multiple data sources including Redshift, Azure SQL, Databricks, BigQuery, Snowflake, and more
Embed advanced transformations and ML tasks within data connections
Build self-service connectors to any data source
Data Management(4)
Composable data service layer for AI and advanced data operations
Embed data alongside analytics for comprehensive insights
Tools for managing and versioning data products
Knowledge graph construction and management
Data Modeling(1)
Semantic layer supporting reusable, resilient, and context-aware metrics
Data Processing(2)
Direct query and data import processing modes
Federate, transform, and enrich data directly within GoodData
Deployment(3)
Cloud deployment on AWS and Azure with managed infrastructure
Deploy across multiple regions including US, EU, Australia, Canada, Singapore, India, Japan, and Middle East
On-premises deployment option for data sovereignty and compliance
DevOps(1)
Continuous integration and deployment for data products
Developer Tools(3)
Open-source metadata and lifecycle management tooling
SDK for backend management with Python
SDK for building custom UIs with React
Discovery(1)
Easy discovery of analytics assets and dashboards
Embedding(3)
Embed analytics using REST APIs
Embed analytics using iFrame technology
Embed analytics using Web Components
Infrastructure(1)
Dedicated compute cluster for enterprise customers
Integration(1)
Advanced integration workflows and orchestration
Internationalization(1)
Display language support in Chinese, Dutch, French, English, German, Japanese, Portuguese, Russian, and Spanish
Performance(1)
Query result caching to enhance speed and reduce costs
Reporting(2)
Extend dashboards with custom plugin extensions
Create unlimited number of self-service reports and dashboards
Security(10)
Comprehensive audit logging for compliance
FedRAMP certification for government use
GDPR data protection compliance
HIPAA healthcare data compliance
ISO 27001 information security management certification
Multiple OIDC provider support for authentication
SAML-based single sign-on authentication
SSO authentication for secure access
SOC 2 Type II compliance certification
WCAG AA accessibility compliance
Service Level(1)
Guaranteed 99.5% platform availability
Support(4)
24/7 multi-channel support with guaranteed response times including under-1-hour for Severity Level 1
Dedicated account manager for enterprise customers
Professional onboarding assistance for implementation
Community-based support through Slack channel
Pricing
Professional
- ✓Analytics features and BI capabilities
- ✓Full embedding functionality
- ✓Multi-tenancy and branding
- ✓Unlimited users and data
- ✓Scalable enterprise reporting
- ✓Analytics catalog
- ✓AI Assistant for natural language queries (limited)
- ✓Data connectivity to Redshift, Azure SQL, Databricks, BigQuery, Snowflake, etc.
- ✓Data blending across multiple sources
- ✓Fully managed SaaS on AWS, Azure
- ✓Single sign-on (SSO)
- ✓Unlimited dashboards
- ✓Custom dashboard plugin extensions
- ✓Custom themes and branding per customer
- ✓Custom domain URL
- ✓Localization support
- ✓Governed content publishing
- ✓Smart Search
- ✓Forecasting and Clustering
- ✓Semantic layer
- ✓Built-in multitenancy with hierarchical workspaces
- ✓Declarative API
- ✓Open-source metadata tools
- ✓Limited cache results
- ✓Limited FlexQuery storage
- ✓iFrame, Web Components, and APIs for embedding
- ✓React SDK
- ✓Python SDK
- ✓Standard support through community forums
- ✓SOC 2 certification
- ✓GDPR and ISO 27001 compliance
- ✓1 environment
Enterprise
Popular- ✓Everything in Professional
- ✓Custom pricing
- ✓Enterprise grade security and compliance
- ✓AI Hub with advanced capabilities
- ✓AI Lake composable data service layer
- ✓AI Assistant (50 queries/month per workspace)
- ✓Advanced workflow integrations
- ✓One-click ML and advanced data processing
- ✓AI memory
- ✓Semantic quality agent
- ✓Custom agents
- ✓MCP server
- ✓AI governance
- ✓Dedicated cluster (on demand)
- ✓Multi-region deployment (on demand)
- ✓Self-hosted deployment (on demand)
- ✓24/7 multi-channel support with SLAs
- ✓Dedicated customer success manager
- ✓99.5% guaranteed uptime SLA
- ✓Onboarding support
- ✓WCAG AA Accessibility
- ✓SAML and multiple OIDC
- ✓Audit log
- ✓HIPAA (on demand)
- ✓FedRAMP (on demand)
- ✓Usage analytics
- ✓CI/CD and data product management
- ✓3 environments
- ✓Direct and Import modes
- ✓Advanced cache results
- ✓FlexConnect functionality
- ✓FlexConnect embedded connection logic
- ✓Data embedding
- ✓Ontology extraction
- ✓Vector store
- ✓Knowledge graphs
Cost Calculator
Pricing data not available for GoodData. Check their website for current pricing.
Build vs Buy
Should you build a GoodData alternative or buy the subscription? Estimate based on 69 features.
Buy GoodData
Better ValueBuild Your Own
Buying GoodData saves ~$92,400 over 3 years vs building.
Estimates based on 69 features and a BuildScore of 4/5. Actual costs vary.
Integrations
10 known integrations