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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.

Bridgit is the leading AI workforce planning software built exclusively for construction. Trusted by over 40% of the ENR 400, Bridgit gives general contractors and specialty contractors a single source of truth to align business development and operations, forecast labor demand, and build high-performing project teams with confidence. Construction workforce planning is too complex for spreadsheets and disconnected tools. Bridgit replaces scattered emails, whiteboards, and siloed systems with one clear, real-time view of your people, projects, and pipeline — so operations leaders can plan ahead, staff smarter, and protect margins. Bridgit AI delivers intelligent staffing recommendations, experience-based matching, and 5-year scenario forecasting powered by your own data. Track skills, certifications, project history, and utilization across your entire workforce — from long-term project admins to craft workers in the field. Bridgit connects seamlessly with the tools contractors already use, including Procore, Autodesk Construction Cloud, Salesforce, BambooHR, Unanet, and more — eliminating double data entry and keeping every team aligned. Recently expanded to serve specialty contractors with purpose-built Labor Forecasting and Crew Management capabilities, Bridgit is now the definitive workforce planning platform for the full construction workforce.