Gable
Data contracts facilitate communication between data teams and developers. Don’t just detect problematic changes, prevent them at the application level. Detect every change, from every data source using AI-based asset registration. Drive the adoption of data initiatives with upstream visibility and impact analysis. Shift left both data ownership and management through data governance as code and data contracts. Build data trust through the timely communication of data quality expectations and changes. Eliminate data issues at the source by seamlessly integrating our AI-driven technology. Everything you need to make your data initiative a success. Gable is a B2B data infrastructure SaaS that provides a collaboration platform to author and enforce data contracts. ‘Data contracts’, refer to API-based agreements between the software engineers who own upstream data sources and data engineers/analysts that consume data to build machine learning models and analytics.
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Threagile
Threagile enables teams to execute Agile Threat Modeling as seamless as possible, even highly-integrated into DevSecOps environments. Threagile is the open-source toolkit which allows to model an architecture with its assets in an agile declarative fashion as a YAML file directly inside the IDE or any YAML editor. Upon execution of the Threagile toolkit a set of risk-rules execute security checks against the architecture model and create a report with potential risks and mitigation advice. Also nice-looking data-flow diagrams are automatically created as well as other output formats (Excel and JSON). The risk tracking can also happen inside the Threagile YAML model file, so that the current state of risk mitigation is reported as well. Threagile can either be run via the command-line (also a Docker container is available) or started as a REST-Server.
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Entropy Data
Entropy Data is a data product marketplace for trusting data products with data contracts, helping data consumers discover the data they need for their business case through a clear user interface, semantic search, and filter capabilities fully optimized for data products. It supports the full lifecycle of data access as self-service: consumers can request access, owners can approve or reject, and integrations can automate permissions in the data platform. It is organized around Marketplace, Studio, and Governance, giving data consumers a place to discover and request data products, data product owners and developers a space to add, edit, and monitor products, and stewards, managers, and platform teams a way to define cross-cutting policies and gain platform insights. Entropy Data manages data products, data contracts, access requests, business definitions, assets, domains, teams, source systems, example data, events, certifications, change management, notifications, etc.
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Okyline
Okyline is an open specification and free tools for JSON data validation. Instead of writing abstract JSON Schema definitions, you annotate a real JSON payload with inline constraints. Your example is your schema. Includes conditional logic, computed business rules, and list validation that JSON Schema cannot express. Free online studio, free claude-skill, free Java library, open specification (CC BY-SA 4.0).
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