DataHawk vs. SQLFlow Comparison Chart

(Bank CFO) “I don’t have confidence and trust in our data. We keep discovering hidden risks”. Since 70% of data initiatives fail due to unreliable data (Gartner research), are you risking your reputation by trusting the accuracy of your data that you share with your business stakeholders and partners? Data Trust Scores must be measured in Data Lakes, warehouses, and throughout the pipeline, to ensure the data is trustworthy and fit for use. It typically takes 4-6 weeks of manual effort just to set a file or table for validation. Then, the rules have to be constantly updated as the data evolves. The only scalable option is to automate data validation rules discovery and rules maintenance. DataBuck is an autonomous, self-learning, Data Observability, Quality, Trustability and Data Matching tool. It reduces effort by 90% and errors by 70%. "What took my team of 10 Engineers 2 years to do, DataBuck could complete it in less than 8 hours." (VP, Enterprise Data Office, a US bank)

Decisimo is a powerful decision/rule engine platform designed to streamline your business decision-making process. It enables you to effortlessly create and update rule sets and decision tables, tailoring them to your specific needs. The platform offers a drag-and-drop builder for designing decision flows, which can include components like models, rule sets, and data sources. Decisimo also allows you to deploy decision flows to regional endpoints for faster responses and compliance with data protection regulations. You can enhance your decision flows by incorporating AI and machine learning models or connecting to external data sources through REST APIs. Decisimo is suitable for batch processing tasks such as client segmentation and prescoring, and supports data retrieval from FTP, Google Cloud Storage, or S3 buckets. The platform also provides robust unit testing capabilities to ensure accurate and reliable decision-making.

IBM SPSS Statistics software is used by a variety of customers to solve industry-specific business issues to drive quality decision-making. Advanced statistical procedures and visualization can provide a robust, user friendly and an integrated platform to understand your data and solve complex business and research problems. • Addresses all facets of the analytical process from data preparation and management to analysis and reporting • Provides tailored functionality and customizable interfaces for different skill levels and functional responsibilities • Delivers graphs and presentation-ready reports to easily communicate results Organizations of all types have relied on proven IBM SPSS Statistics technology to increase revenue, outmaneuver competitors, conduct research, and data driven decision-making.

Noteable is a modern, fast and reliable clinical and practice management solution for behavioral service providers. It features a full data collection and analysis suite for ABA, customizable notes and reports, automated claims generation, scheduling, invoicing, and integrated telehealth and faxing, and more. Noteable is simple to use and backed by a unique partnership model for support. Noteable partner advocates work closely with customers from the demo, through onboarding and beyond, providing responsive, competent, single-tier support and consulting. Noteable is optimized for mid-size to large, multi-program, multi-location organizations with features that make it easy to customize business rules for each program, and track activity across locations. For ABA practitioners, the Noteable ABA Data Suite offers a mobile app for data collection with 8 collector types, that seamlessly transmits data to the cloud for analysis using advanced graphing and reporting tools.

A powerful data analysis and visualization platform purpose-built for market research data. From data processing through to analysis, reporting, visualization, dashboards, distribution, and data alerts, Harmoni is for you. Spend less time processing data, and more time analyzing it. Harmoni uses automation to make your job easier. With Harmoni, it's easy to provide valuable, actionable insights to stakeholders. Market research budgets are shrinking, but expectations are ramping up. With Harmoni, you can slice and dice your data as the questions are asked, on the go. Bring your data sources together with Harmoni to form one usable set. Harmoni supports a wide range of data sources, including IBM SPSS®, SQL, Microsoft Excel, CSV, tab-delimited files, Dimensions, and more. Integrated with popular market research platforms, Harmoni supports data collection leaders such as Voxco, FocusVision Decipher, and Qualtrics.

NetBrain, founded in 2004, provides a powerful no-code automation platform for hybrid network observability, allowing organizations to enhance their operational efficiency through automated workflows. The platform applies automation across three key workflows: troubleshooting, change management, and assessment. Get network-wide and contextualized analysis across your multi-vendor, multi-cloud network Visualize and document the entire hybrid network using dynamic network maps and end-to-end paths Automate network discovery and ensure data accuracy for a single source of truth Auto-discover and decode your network's golden configurations, discover day 1 issues, and automate configuration drift prevention Automate pre- and post-validations for network changes with application performance context understanding Automate collaborative troubleshooting from human to machine For every network troubleshooting idea, create a map, apply automation from your own library

Statseeker is a fully-featured network performance monitoring solution. It's highly scalable and delivers fast real-time performance data from a minimal server footprint. Statseeker can be up and running within minutes, and discovering your entire network in less than an hour, without any significant effect on your bandwidth availability. Statseeker monitors networks of any size, polling up to one million interfaces every 60 seconds, collecting network data such as SNMP, ping, NetFlow (sFlow and J-Flow), syslog and trap messages and API data, as well as SDN configuration and health metrics. Your network performance data is never averaged or rolled up. This removes the guesswork in identifying over- and underutilized infrastructure, conducting root cause analysis, or capacity planning. Statseeker's out-of-the-box dashboards and reports give you the contextual data needed to proactively monitor your network and fix problems before users are aware.

PathSolutions TotalView network monitoring and troubleshooting software bridges the gap between NETWORK MONITORING and TROUBLESHOOTING RESOLUTION telling you WHEN, WHERE and WHY network errors occur. PathSolutions TotalView continuously monitors and tracks the performance of every device and every link in your entire network, going deeper than other solutions by collecting error counters, performance data, configuration information and connectedness. A built-in heuristics engine analyzes all of this information to produce plain-English answers to problems. This means that complex problems can be solved by junior level engineers leaving the senior level engineers to work on more strategic level projects. The core product includes everything needed to run a perfectly healthy network: Configuration management, server monitoring, cloud service monitoring, IPAM, NetFlow, path mapping, and diagramming. Get Total Network Visibility on your network and solve more problems faster.

dReveal is a comprehensive data visualization and reporting tool designed to empower businesses of all sizes. dReveal integrates effortlessly with products of all sizes, providing a powerful reporting solution that scales alongside your business. dReveal streamlines the reporting process through a two-step approach: Report Building: Craft a variety of report types, including detailed grids, interactive dashboards, or documents reports ready for printing. Reporting Execution: Business users access reports directly within your product, eliminating app switching and boosting user experience. dReveal goes beyond basic data presentation. Create beautiful, informative reports that captivate your audience. Interactive features allow users to drill down into details and explore data from different angles. Flexible exporting options ensure reports can be shared in the most convenient format. Schedule reports to run automatically, keeping stakeholders informed with the latest data.

Safetica is an integrated Data Loss Prevention (DLP) and Insider Risk Management (IRM) solution, which helps companies to identify, classify, and protect sensitive data as well as detect, analyze, and mitigate risks posed by insiders within an organization. Safetica covers the following data security solutions: ✅ Data Classification: Safetica offers complete data visibility across endpoints, networks, and cloud environments. ✅ Data Loss Prevention: With Safetica, you can protect sensitive business- or customer-related data, source codes, or blueprints from accidental or intentional exposure through instant notifications and policy enforcement. ✅ Insider Risk Management: With Safetica, you can analyze insider risks, detect threats, and mitigate them swiftly. ✅ Cloud Data Protection: Safetica can monitor and classify files directly during user operations. ✅ Regulatory compliance: GDPR, HIPAA, SOX, PCI-DSS, GLBA, ISO/IEC 27001, SOC2 or CCPA.