HighByte Intelligence Hub vs. QuerySurge Comparison


HighByte Intelligence Hub HighByte	QuerySurge RTTS	+	+
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		Related Products SCIKIQ SCIKIQ is an AI-native Data & Intelligence Platform designed to help enterprises make their data trusted, governed, connected, and ready for AI in weeks rather than years. Recognized by Forrester, NASSCOM League of 10, YourStory Tech30, Inc42, and DataIQ, SCIKIQ supports enterprises across the USA, India, UK, and UAE. SCIKIQ brings together Data Integration, Data Quality, Data Governance, Metadata Management, Data Lineage, Semantic Intelligence, Knowledge Graphs, Conversational Analytics, Generative AI, Data Products, and AI Agents within one unified platform. Unlike traditional data platforms that often require extensive replatforming or migration, SCIKIQ works with an enterprise’s existing technology ecosystem. Organizations can connect SAP, Salesforce, Oracle, Snowflake, Databricks, AWS, Azure, GCP, data lakes, data warehouses, and enterprise applications through 200+ pre-built connectors, without rip-and-replace. 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With built-in continuous improvement tools and seamless scaling from one line to multi-plant operations, Shoplogix empowers your team to eliminate bottlenecks, boost OEE, and achieve lasting operational excellence. 19 Ratings Visit Website DataBuck DataBuck is an AI-powered data validation platform that automates risk detection across dynamic, high-volume, and evolving data environments. DataBuck empowers your teams to: ✅ Enhance trust in analytics and reports, ensuring they are built on accurate and reliable data. ✅ Reduce maintenance costs by minimizing manual intervention. ✅ Scale operations 10x faster compared to traditional tools, enabling seamless adaptability in ever-changing data ecosystems. By proactively addressing system risks and improving data accuracy, DataBuck ensures your decision-making is driven by dependable insights. Proudly recognized in Gartner’s 2024 Market Guide for #DataObservability, DataBuck goes beyond traditional observability practices with its AI/ML innovations to deliver autonomous Data Trustability—empowering you to lead with confidence in today’s data-driven world. 6 Ratings Visit Website D&B Connect Realize the true potential of your first-party data. D&B Connect is a customizable, self-service master data management solution built to scale. Eliminate data silos across the organization and bring all your data together using the D&B Connect family of products. Benchmark, cleanse, and enrich your data using our database of hundreds of millions of records. The result is an interconnected, single source of truth that empowers your teams to make more confident business decisions. Drive growth and reduce risk with data you can trust. With a clean, complete data foundation, your sales and marketing teams can align territories with a full view of account relationships. Reduce internal conflict and confusion over incomplete or bad data. Strengthen segmentation and targeting. Increase personalization and the quality/quantity of marketing-sourced leads. Improve accuracy of reporting and ROI analysis. 189 Ratings Visit Website Google Cloud BigQuery BigQuery is a serverless, multicloud data warehouse that simplifies the process of working with all types of data so you can focus on getting valuable business insights quickly. At the core of Google’s data cloud, BigQuery allows you to simplify data integration, cost effectively and securely scale analytics, share rich data experiences with built-in business intelligence, and train and deploy ML models with a simple SQL interface, helping to make your organization’s operations more data-driven. Gemini in BigQuery offers AI-driven tools for assistance and collaboration, such as code suggestions, visual data preparation, and smart recommendations designed to boost efficiency and reduce costs. BigQuery delivers an integrated platform featuring SQL, a notebook, and a natural language-based canvas interface, catering to data professionals with varying coding expertise. This unified workspace streamlines the entire analytics process. 2,027 Ratings Visit Website Code-Cube.io Code-Cube.io is the full-stack data collection observability platform that protects your dataLayer, tags and conversion data. It detects tracking issues instantly and provides real-time alerts to prevent data loss and performance drops. The platform eliminates the need for manual QA by continuously auditing tracking implementations across websites and applications. Users gain full visibility into how tags and events behave across both client-side and server-side environments. 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About HighByte Intelligence Hub is a DataOps software solution purpose-built for industrial data. The Intelligence Hub enables manufacturers to securely collect, model, and stream industrial datasets to and from IT systems without writing or maintaining code. The software is deployed at the Edge to merge real-time, transactional, and time-series data into a single payload for consuming applications. With the Intelligence Hub, users can speed system integration time, rapidly leverage contextualized data for analytics, ML, and AI agents, and govern data standards across the enterprise. HighByte Intelligence Hub provides the critical data infrastructure for Industry 4.0. HighByte Intelligence Hub is a software solution that solves data architecture and integration problems at scale for industrial operations. The Intelligence Hub combines Edge operations, advanced data contextualization, and the ability to deliver unique and specific data to multiple end applications in a code-free solution.	About QuerySurge is the enterprise-grade data quality platform that continuously automates the validation of data across your entire ecosystem ‐ from data warehouses and big data lakes to BI reports and enterprise applications. With AI-powered test creation, a scalable architecture, and seamless CI/CD integration, QuerySurge consistently ensures data integrity at every stage of the pipeline: accelerating delivery, reducing risk, and enabling confident decision-making. Use Cases - Data Warehouse & ETL Testing - Big Data Testing - DevOps for Data / DataOps / Continuous Testing - Data Migration Testing - BI Report Testing - Enterprise App/ERP Testing QuerySurge Features - Data Validation: enterprise-grade platform - AI: Automatically create data validation tests - BI Report Testing: Fully automated, no-code approach - DevOps for Data (DataOps): API w/60+ calls & Swagger docs, integrate continuous testing into your CI/CD pipelines - Data Connectors: For 200+ platforms
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Supported Mac Not Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Medium to large manufacturers	Audience Testers, Data Architects, ETL Developers, BI Analysts, & Operations teams
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing 18,500 per year HighByte Intelligence Hub is available as an annual subscription. All licenses include unlimited data models and pipelines as well as premium features like High Availability, PI System integration, the embedded MQTT Broker, UNS Client, REST Data Server, and MCP Services. Your license also includes access to version upgrades, beta releases, product documentation, and technical support throughout the subscription term. Free Version Not Supported Free Trial Supported	Pricing Pricing can be found at QuerySurge's website. Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 4.9 / 5 features 4.9 / 5 design 4.5 / 5 support 5.0 / 5 Read all reviews
	Pros & Cons from Real Users Pros Quick Ramp up time. Quick Support. Documentation. Certifications that can be earned for the product. QuerySurge offers in depth analysis of your data sets and provides meaningful feedback on discrepancies it finds and can be automated to correct said entries. The AI wizard is very helpful in creating test cases. There is so much this software can do and even with all its features it's still relatively simple to use. No SQL is necessary with the QuerySurge Wizard which is very helpful for any user to be able to use this software. QuerySurge is a great product. As a ETL Tester the tool allowed me to seamlessly connect to my source and target databases. Supports a ton of technology from Oracle DBs to flat files. Highly recommended for any data related testing. QuerySurge is a tool that was very easy to navigate and ensures the validation of big data as well as all types of data. The QuerySurge Wizard option allows you to validate your data without any knowledge of SQL which is amazing! This tool also allows you to have various connections to retrieve data from, giving a plethora of options! Cons I have not had any significant problems that support could not explain very easily. Can feel a bit daunting at times with how many features are available but they provide fantastic customer support and certification courses to assist the user. There are so many different features which at first can be overwhelming for the lay person but thankfully after a short while the features become intuitive and an invaluable resource for obtaining meaningful data from such large sets. UI seems a bit old fashioned. Some times navigation seems a little confusing. Don't worry though support team helps out with any issues you have! QuerySurge has too many features! This is definitely a good thing once you get used to it, but at first it can be a little tricky! Once you get all the features down, QuerySurge becomes the most powerful tool to use!
Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information HighByte Founded: 2018 United States www.highbyte.com	Company Information RTTS Founded: 1996 United States www.querysurge.com
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Categories Data Cleansing Supported Data Management Supported Data Quality Supported DataOps Supported ETL Supported Integration Supported Manufacturing Analytics Supported Manufacturing Intelligence Supported	Categories Automated Testing Supported Big Data Supported Continuous Testing Supported Data Analysis Supported Data Governance Supported Data Migration Supported Data Pipeline Supported Data Quality Supported Data Validation Supported Data Warehouse Supported Database Supported ETL Supported Functional Testing Supported NoSQL Database Supported Test Management Supported
Data Quality Features Address Validation Not Supported Data Deduplication Not Supported Data Discovery Supported Data Profililng Not Supported Master Data Management Supported Match & Merge Not Supported Metadata Management Supported ETL Features Data Analysis Not Supported Data Filtering Supported Data Quality Control Supported Job Scheduling Not Supported Match & Merge Not Supported Metadata Management Supported Non-Relational Transformations Supported Version Control Supported Show More Features Data Cleansing Features Address/ZIP Code Cleaning Not Supported Charting Not Supported Data Consolidation / ETL Supported Data Mapping Supported Multi Data Format Support Supported Phone/Email Validation Not Supported Raw Data Ingestion Supported Sample Testing Supported Validation / Matching / Reconciliation Not Supported Data Management Features Customer Data Not Supported Data Analysis Not Supported Data Capture Supported Data Integration Supported Data Migration Supported Data Quality Control Supported Data Security Supported Information Governance Supported Master Data Management Supported Match & Merge Not Supported Integration Features Dashboard Not Supported ETL - Extract / Transform / Load Supported Metadata Management Supported Multiple Data Sources Supported Web Services Supported Manufacturing Intelligence Features Aggregation Supported Analysis Not Supported Contextualization Supported KPIs Not Supported Propagation Supported Visualization Not Supported	Data Quality Features Address Validation Not Supported Data Deduplication Not Supported Data Discovery Supported Data Profililng Not Supported Master Data Management Not Supported Match & Merge Not Supported Metadata Management Not Supported ETL Features Data Analysis Supported Data Filtering Not Supported Data Quality Control Supported Job Scheduling Supported Match & Merge Not Supported Metadata Management Not Supported Non-Relational Transformations Not Supported Version Control Supported Show More Features Automated Testing Features Hierarchical View Supported Move & Copy Supported Parameterized Testing Supported Requirements-Based Testing Supported Security Testing Not Supported Supports Parallel Execution Supported Test Script Reviews Not Supported Unicode Compliance Not Supported Big Data Features Collaboration Not Supported Data Blends Not Supported Data Cleansing Not Supported Data Mining Not Supported Data Visualization Not Supported Data Warehousing Not Supported High Volume Processing Not Supported No-Code Sandbox Not Supported Predictive Analytics Supported Templates Not Supported Data Analysis Features Data Discovery Not Supported Data Visualization Not Supported High Volume Processing Not Supported Predictive Analytics Supported Regression Analysis Not Supported Sentiment Analysis Not Supported Statistical Modeling Not Supported Text Analytics Not Supported Data Warehouse Features Ad hoc Query Not Supported Analytics Not Supported Data Integration Not Supported Data Migration Not Supported Data Quality Control Supported ETL - Extract / Transfer / Load Not Supported In-Memory Processing Not Supported Match & Merge Not Supported Functional Testing Features Automated Testing Supported Interface Testing Not Supported Regression Testing Supported Reporting / Analytics Supported Sanity Testing Not Supported Smoke Testing Supported System Testing Not Supported Unit Testing Not Supported Test Management Features Automation Integration Supported Collaboration Tools Not Supported Pass/Fail Results Tabulation Supported Reporting / Analytics Supported Requirements Management Not Supported Test Scheduling Supported Test Tracking Supported Time/Budget Tracking Not Supported
Integrations Databricks Supported Snowflake Supported Amazon Redshift Not Supported Apache Kafka Supported Apache Parquet Not Supported Aspen InfoPlus Supported Azure Data Lake Not Supported BlueSwan Not Supported Google Cloud BigQuery Not Supported Google Cloud Platform Supported Google Cloud Pub/Sub Supported IBM Cognos Analytics Not Supported Ignition SCADA Supported JSON Not Supported KEPServerEX Supported Microsoft Excel Not Supported OpenAI Supported Oracle Business Intelligence (OBIEE) Not Supported Oracle Database@AWS Not Supported Strategy ONE Not Supported Show More Integrations View All 14 Integrations	Integrations Databricks Supported Snowflake Supported Amazon Redshift Supported Apache Kafka Not Supported Apache Parquet Supported Aspen InfoPlus Not Supported Azure Data Lake Supported BlueSwan Supported Google Cloud BigQuery Supported Google Cloud Platform Not Supported Google Cloud Pub/Sub Not Supported IBM Cognos Analytics Supported Ignition SCADA Not Supported JSON Supported KEPServerEX Not Supported Microsoft Excel Supported OpenAI Not Supported Oracle Business Intelligence (OBIEE) Supported Oracle Database@AWS Supported Strategy ONE Supported Show More Integrations View All 35 Integrations
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