Smarten
Smarten is an augmented analytics platform that provides self-service business intelligence tools like assisted predictive modeling and data preparation to help you make data-driven decisions without technical expertise.
Stardog
Stardog is a data platform that uses a reusable knowledge graph to help you unify and query fragmented data across your entire organization without moving it from existing systems.
Quick Comparison
| Feature | Smarten | Stardog |
|---|---|---|
| Website | smarten.com | stardog.com |
| Pricing Model | Custom | Freemium |
| Starting Price | Custom Pricing | Free |
| FREE Trial | ✓ 0 days free trial | ✓ 30 days free trial |
| Free Plan | ✘ No free plan | ✓ Has free plan |
| Product Demo | ✓ Request demo here | ✓ Request demo here |
| Deployment | ||
| Integrations | ||
| Target Users | ||
| Target Industries | ||
| Customer Count | 0 | 0 |
| Founded Year | 2017 | 2006 |
| Headquarters | Ahmedabad, India | Arlington, USA |
Overview
Smarten
Smarten is an augmented analytics platform designed to simplify how you interact with complex data. Instead of relying on data scientists for every report, you can use self-service tools to visualize trends, prepare data sets, and perform advanced predictive modeling through a user-friendly interface. It focuses on 'Augmented Analytics,' which uses machine learning to guide you through data discovery and help you find hidden patterns automatically.
You can connect various data sources to create personalized dashboards and share insights across your entire organization. The platform is built for business users in finance, sales, and operations who need to move beyond basic spreadsheets into sophisticated forecasting. By automating the more technical aspects of data science, Smarten allows you to focus on the strategic implications of your data rather than the underlying code.
Stardog
Stardog helps you break down data silos by creating a flexible knowledge graph layer over your existing infrastructure. Instead of moving data into a central warehouse, you can leave it where it lives—in SQL databases, NoSQL stores, or cloud apps—and query it as a single, unified source. This approach allows you to see relationships between data points that traditional systems often miss.
You can use the platform to power complex data discovery, fraud detection, and enterprise-wide search. It uses a semantic layer to ensure your data remains consistent and understandable across different teams. By automating the mapping of disparate data sources, you reduce the time spent on manual data preparation and can focus on gaining actual insights from your information.
Overview
Smarten Features
- Smarten Insights Use machine learning to automatically identify trends and patterns in your data without writing complex queries.
- Self-Service Data Prep Clean, shape, and blend data from multiple sources yourself using an intuitive interface designed for non-technical users.
- Assisted Predictive Modeling Build and run predictive use cases like churn analysis or sales forecasting using guided workflows and algorithms.
- Key Influencer Analytics Discover exactly which factors are driving your business results and see how different variables impact your goals.
- Natural Language Processing Ask questions about your data in plain English and receive instant visual answers and detailed reports.
- Mobile BI Access your dashboards and track your key performance indicators from any mobile device while you are on the move.
Stardog Features
- Virtual Graph. Query your data where it lives in real-time without the need for expensive and time-consuming data movement or ETL processes.
- Semantic Search. Find exactly what you need by searching for concepts and relationships rather than just matching keywords in a database.
- Inference Engine. Discover hidden relationships in your data automatically using built-in logic and reasoning that identifies connections you didn't explicitly define.
- Data Quality Validation. Ensure your information is accurate and consistent by applying constraints and rules across all your connected data sources simultaneously.
- Stardog Explorer. Browse and visualize your knowledge graph through an intuitive interface that lets you navigate complex data relationships without writing code.
- Stardog Designer. Create and manage your data models visually with a drag-and-drop tool that simplifies the process of building a knowledge graph.
Pricing Comparison
Smarten Pricing
Stardog Pricing
- Single user access
- Up to 5 million triples
- Community support access
- Stardog Designer access
- Stardog Explorer access
- Everything in Free, plus:
- Up to 20 million triples
- Email support
- Production license
- Advanced security features
Pros & Cons
Smarten
Pros
- Simplifies complex data science tasks for average business users
- Strong automated data discovery features save significant time
- Flexible deployment options including both cloud and on-premise
- Comprehensive support for various data source integrations
Cons
- Initial setup requires careful data mapping and planning
- Advanced predictive features have a slight learning curve
- Public pricing is not available without contacting sales
Stardog
Pros
- Eliminates the need for complex ETL pipelines
- Powerful reasoning engine discovers hidden data connections
- Flexible schema makes it easy to update models
- Excellent visualization tools for non-technical users
Cons
- Significant learning curve for SPARQL and modeling
- Performance can lag with extremely large datasets
- Documentation can be difficult to navigate sometimes