Okyline is an Executable Data Design (EDD) platform focused on executable validation contracts and operational data quality control.
Rather than managing separate specifications, validation code, tests, and monitoring dashboards, Okyline centralizes validation and quality supervision around a single readable executable contract acting as the operational reference for enterprise data flows.
The same contract powers deterministic validation, advanced business invariant checks, multi-format execution, data quality gates, and historical quality analytics across APIs, events, files, LLM structured outputs, and distributed operational systems.
Contracts are designed directly from annotated sample data, making validation rules immediately understandable for developers, architects, QA teams, and business analysts.
The Community Edition includes the public specification, a free Java runtime engine, a Claude AI assistant for contract generation, and an online studio supporting executable JSON validation contracts and JSON Schema transpilation.
The Enterprise Edition adds native validation for JSONL, XML, CSV, FIXED, and EDI flows together with operational quality dashboards and data quality gates, without requiring databases or centralized infrastructure.erprise Edition supports direct validation of JSON, JSONL, XML, CSV, FIXED, and EDI flows with operational quality dashboards and analytics, without databases.
Learn more
Windocks provides on-demand Oracle, SQL Server, as well as other databases that can be customized for Dev, Test, Reporting, ML, DevOps, and DevOps. Windocks database orchestration allows for code-free end to end automated delivery. This includes masking, synthetic data, Git operations and access controls, as well as secrets management. Databases can be delivered to conventional instances, Kubernetes or Docker containers.
Windocks can be installed on standard Linux or Windows servers in minutes. It can also run on any public cloud infrastructure or on-premise infrastructure. One VM can host up 50 concurrent database environments. When combined with Docker containers, enterprises often see a 5:1 reduction of lower-level database VMs.
Learn more
Routebase
Routebase serves as the definitive reference point for your APIs, allowing you to create your OpenAPI specification in a visual editor without the need for manual YAML editing. This single specification not only generates your documentation portal but also powers mock servers, facilitates contract testing, and enables monitoring systems, all stemming from that original design.
When you modify the contract and publish it, Routebase proactively identifies any discrepancies before your users encounter them by validating real-time responses against the specification and highlighting every inconsistency with detailed field-level differences, such as missing fields, type errors, or unexpected additions.
You can manage specifications just like you would with code: branch, review, and merge, while also detecting any breaking changes prior to deployment. You have the option to publish a documentation portal on a personalized domain, create realistic mock environments for simultaneous frontend and backend development, and perform contract and security tests in any setting.
Additionally, each workspace includes a built-in MCP server, enabling your AI agents to access and act upon the same reliable source of truth, all while adhering to your team’s permission settings—eliminating the need for intermediary code. This ensures all team members can collaborate seamlessly and maintain alignment throughout the development process.
Learn more
DATPROF
Mask, generate, subset, virtualize, and automate your test data with the DATPROF Test Data Management Suite. Our solution helps managing Personally Identifiable Information and/or too large databases. Long waiting times for test data refreshes are a thing of the past.
Learn more
