Big Data Quality must always be verified to ensure that data is safe, accurate, and complete. Data is moved through multiple IT platforms or stored in Data Lakes. The Big Data Challenge: Data often loses its trustworthiness because of (i) Undiscovered errors in incoming data (iii). Multiple data sources that get out-of-synchrony over time (iii). Structural changes to data in downstream processes not expected downstream and (iv) multiple IT platforms (Hadoop DW, Cloud). Unexpected errors can occur when data moves between systems, such as from a Data Warehouse to a Hadoop environment, NoSQL database, or the Cloud. Data can change unexpectedly due to poor processes, ad-hoc data policies, poor data storage and control, and lack of control over certain data sources (e.g., external providers). DataBuck is an autonomous, self-learning, Big Data Quality validation tool and Data Matching tool.
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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.
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Paythepoolman
One-click requests can be made via text messaging, social media and emails. You can request information about bidding without ever leaving your office or job site. Your customer will send video and images from their device to you for use in the bidding process. Be the first to bid and eliminate all competition. You can save time by having the customer enter their data. Efficiency is a priority. You can now be at multiple locations without losing any time. Here's a quick snapshot of the last six months of chemical costs. Your top 50 most expensive customers are listed in order. See a breakdown of the cost of your employees compared to your other employees. You can stack them together to compare their test performance. For a complete list of chemical costs by service stop, search for any customer. One click and you can optimize your employee route! You'll be amazed at how much time you can save by driving less! Reduce gas consumption and reduce driving distance! Automated calculation and route change on demand
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HydroCAD
HydroCAD Stormwater Modelling allows for easy TR-20, TR55, SBUH and Rational hydrology calculations, as well as TC calculations, storage, outlet hydraulics and pump routing, underground storage, pollutant loads, and more. You can import CAD directly, bypass routing, siphons, skimmers and tubes, as well as local rainfall data import. There is also an expanding chamber library. Interactive graphical environments are intuitive and fast, resulting in better results every time.
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