Novisto
Novisto is an ESG data management software that helps you collect, manage, and report sustainability metrics to improve your corporate disclosure and environmental impact tracking.
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 | Novisto | Stardog |
|---|---|---|
| Website | novisto.com | stardog.com |
| Pricing Model | Custom | Freemium |
| Starting Price | Custom Pricing | Free |
| FREE Trial | ✘ No 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 | 2019 | 2006 |
| Headquarters | Montreal, Canada | Arlington, USA |
Overview
Novisto
Novisto is a specialized ESG data management platform designed to help you navigate the complexities of sustainability reporting. Instead of struggling with fragmented spreadsheets, you get a centralized hub where you can collect, validate, and analyze environmental, social, and governance data. This allows you to meet global disclosure standards like CSRD, GRI, and SASB while maintaining a clear audit trail for your stakeholders.
The platform focuses on data quality and collaboration across your entire organization. You can assign data owners, automate collection workflows, and generate presentation-ready reports for investors and regulators. It is built primarily for mid-market and enterprise companies that need to move beyond manual tracking to a more mature, data-driven sustainability strategy.
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
Novisto Features
- Centralized Data Hub Consolidate all your ESG metrics into a single source of truth to eliminate data silos and version control issues.
- Automated Data Collection Set up automated workflows and reminders to gather information from different departments without manual follow-ups.
- Framework Mapping Map your data once to multiple global reporting frameworks like GRI, SASB, and TCFD to save time on disclosures.
- Audit-Ready Trails Track every change and data source with a transparent audit trail that simplifies third-party verification and assurance.
- Benchmarking Tools Compare your sustainability performance against industry peers to identify gaps and improve your ESG ratings.
- Custom Dashboards Build visual dashboards to monitor your progress toward sustainability goals and share insights with your executive team.
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
Novisto 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
Novisto
Pros
- Strong focus on data auditability and rigorous internal controls
- Flexible framework mapping supports multiple global reporting standards
- Intuitive interface makes it easy for non-technical users to contribute
- Excellent customer support during the initial implementation phase
Cons
- No public pricing makes initial budget planning difficult
- Initial setup requires significant time for data mapping
- Advanced customization may require assistance from their technical team
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