Best Data Management Software for Mac of 2026 - Page 2

RaimaDB, an embedded time series database that can be used for Edge and IoT devices, can run in-memory. It is a lightweight, secure, and extremely powerful RDBMS. It has been field tested by more than 20 000 developers around the world and has been deployed in excess of 25 000 000 times. RaimaDB is a high-performance, cross-platform embedded database optimized for mission-critical applications in industries such as IoT and edge computing. Its lightweight design makes it ideal for resource-constrained environments, supporting both in-memory and persistent storage options. RaimaDB offers flexible data modeling, including traditional relational models and direct relationships through network model sets. With ACID-compliant transactions and advanced indexing methods like B+Tree, Hash Table, R-Tree, and AVL-Tree, it ensures data reliability and efficiency. Built for real-time processing, it incorporates multi-version concurrency control (MVCC) and snapshot isolation, making it a robust solution for applications demanding speed and reliability.

Oxylabs is a market leader in web intelligence, helping businesses worldwide turn public web data into actionable insights with enterprise-grade, ethical, and compliant solutions. Its proxy infrastructure spans one of the largest global networks, offering residential, ISP, mobile, datacenter, and dedicated datacenter proxies, along with Web Unblocker – an AI-driven tool that ensures seamless, block-free access to even the most protected sites. On the scraping side, Oxylabs provides a complete ecosystem. The Web Scraper API manages every stage of large-scale data extraction, from proxy management to parsing, while OxyCopilot, an AI-powered assistant, generates parsing requests from simple natural language prompts. For dynamic, bot-protected websites, the Headless Browser, a headless browser designed to mimic human behavior, ensures uninterrupted access. Oxylabs also pioneers AI-driven tools like AI Studio, which enables natural language scraping and crawling so anyone can extract data without writing code. Its ready-made datasets provide instant, structured information across industries such as e-commerce, real estate, travel, and more – accelerating data projects without custom scraping. With the largest proxy services in the market, Oxylabs offers 177M+ IPs across 195 countries and is trusted by 4,000+ clients worldwide, including Fortune 500 companies. Plus, their 24/7 customer service ensures businesses get support whenever it’s needed.

Parasoft's mission is to provide automated testing solutions and expertise that empower organizations to expedite delivery of safe and reliable software. A powerful unified C and C++ test automation solution for static analysis, unit testing and structural code coverage, Parasoft C/C++test helps satisfy compliance with industry functional safety and security requirements for embedded software systems.

Visokio creates Omniscope Evo, a complete and extensible BI tool for data processing, analysis, and reporting. Smart experience on any device. You can start with any data, any format, load, edit, combine, transform it while visually exploring it. You can extract insights through ML algorithms and automate your data workflows. Omniscope is a powerful BI tool that can be used on any device. It also has a responsive UX and is mobile-friendly. You can also augment data workflows using Python / R scripts or enhance reports with any JS visualisation. Omniscope is the complete solution for data managers, scientists, analysts, and data managers. It can be used to visualize data, analyze data, and visualise it.

icCube, a Swiss-made analytics solution, is crafted for B2B SaaS product and development teams aiming to integrate advanced analytics directly into their applications. Our dashboards are designed to merge effortlessly within the SaaS solution's UI and UX, powered by icCube’s strong analytical engine, which supports complex data models with high-level security features. Adopting a developer-to-developer approach, the icCube team guides clients to ensure a smooth, rapid transition to production. We recognize the challenges of data navigation, so we’re thrilled to offer our Data Analytics Boutique Services. Tailored for both new and existing clients, this suite provides seamless data integration, fortified security, deep insights, automated decision-making, and visually impactful reports. At every project stage and throughout the product lifecycle, we partner closely with our clients, from providing quick feedback to full project and product launches.

DataMelt, or "DMelt", is an environment for numeric computations, data analysis, data mining and computational statistics. DataMelt allows you to plot functions and data in 2D or 3D, perform statistical testing, data mining, data analysis, numeric computations and function minimization. It also solves systems of linear and differential equations. There are also options for symbolic, non-linear, and linear regression. Java API integrates neural networks and data-manipulation techniques using various data-manipulation algorithms. Support is provided for elements of symbolic computations using Octave/Matlab programming. DataMelt provides a Java platform-based computational environment. It can be used on different operating systems and programming languages. It is not limited to one programming language, unlike other statistical programs. This software combines Java, the most widely used enterprise language in the world, with the most popular data science scripting languages, Jython (Python), Groovy and JRuby.

GetEmail.io uses Big Data & Artificial Intelligence to find any email address on Earth. Our tool searches for the email address of any person on Earth by entering his first and last names, as well as the domain name of the company. We "scanned" many websites to find the email format used by millions of companies. Next, we create the professional email address for the prospect you wish to contact. This method is very simple, but it saves you a lot of time. It would take you approximately 5 minutes to find an address manually, but it takes just a few seconds with GetEmail. GetEmail saves you 2 hours per day if you search 20 email addresses per hour! GetEmail.io offers 2 Google Chrome Extensions, one for LinkedIn, and another one for Gmail/Outlook/Salesforce.

APISCRAPY is an AI-driven web scraping and automation platform converting any web data into ready-to-use data API. Other Data Solutions from AIMLEAP: AI-Labeler: AI-augmented annotation & labeling tool AI-Data-Hub: On-demand data for building AI products & services PRICE-SCRAPY: AI-enabled real-time pricing tool API-KART: AI-driven data API solution hub  About AIMLEAP AIMLEAP is an ISO 9001:2015 and ISO/IEC 27001:2013 certified global technology consulting and service provider offering AI-augmented Data Solutions, Data Engineering, Automation, IT, and Digital Marketing services. AIMLEAP is certified as ‘The Great Place to Work®’. Since 2012, we have successfully delivered projects in IT & digital transformation, automation-driven data solutions, and digital marketing for 750+ fast-growing companies globally. Locations: USA: 1-30235 14656 Canada: +1 4378 370 063 India: +91 810 527 1615 Australia: +61 402 576 615

Percona Monitoring and Management is an open-source, best-of-breed database management and monitoring solution. It simplifies management and helps reduce complexity for enterprises. It also optimizes performance and improves security of your business-critical databases environments, regardless of whether they are on-premises or in cloud. It provides detailed time-based analysis of MySQL, PostgreSQL, and MongoDB servers to ensure your data runs as efficiently as possible. PMM makes it easy to quickly identify issues that could impact your business. Our single platform simplifies management while reducing complexity. It allows you to optimize your database by making it easy to find, fix and prevent potential outages, bottlenecks, scaling and scaling issues. Our innovative tools increase data security and decrease data exposure. PMM is used worldwide by thousands of organizations to manage complex database environments.

Key Features: 1. Coding: COSTAQDA provides a robust coding platform that allows researchers to categorize and tag qualitative data efficiently. It supports various coding methods, including descriptive, narrative, in vivo, and emotion coding, making it adaptable to a wide range of research methodologies. 2. Ordering/Organizing: The software enables users to structure their coded data systematically. Researchers can organize codes into hierarchies, categories, or themes, which is crucial for understanding complex relationships within the data and preparing it for deeper analysis. 3. Theme Discovery: COSTAQDA includes advanced tools for identifying and extracting themes from coded data. This thematic analysis capability helps researchers uncover patterns and insights that are essential for drawing meaningful conclusions from qualitative studies. 4. Testing Analysis: COSTAQDA supports the validation of research findings through its Testing Analysis feature. It includes an Inter-Coder Reliability test using Cohen's Kappa, which ensures consistency and reduces bias in coding, particularly in collaborative research projects.

Firmex data rooms facilitate more deals, due diligence, and compliance processes than any other platform. With over 20,000 new rooms opened each year, thousands of businesses rely on Firmex to manage highly sensitive projects and processes. Our secure and robust data rooms, combined with industry-leading customer support, give you complete control over your critical documents. Firmex offers flexible pricing, including unlimited data room subscriptions and per-use transaction pricing. Compliant with SOC 2, GDPR, and HIPAA, Firmex also supports SSO, API integrations, and Redaction features.

Q.Shop, previously Quince Shop Floor Data Collector is a manufacturing software solution specifically designed for people in the repair and overhaul sector. Manufacturing repair and overhaul can be labor-intensive and complicated. Q.Shop is a unified data gathering system that gathers together shop floor inspection plans and process manuals, as well as work instructions and machinery inputs. Q.Shop facilitates traceability and simplifies collaboration between technicians, supervisors, managers. Q.Shop also offers a job and employee scheduler. It optimizes the process efficiency in machine operation and personnel placement. Operators are assigned based on their experience, skills, and number of licenses/ certifications they have. Q.Shop improves productivity by offering the most appropriate schedule for your current workforce, machinery and inventory, as well as sales volume.

DataV is a comprehensive analytics and visualization platform that helps organizations turn complex, raw data into clear and actionable insights. It supports both static and dynamic visualizations, enabling teams to understand their data from multiple angles. With advanced data modeling, AI-assisted analytics, and interactive dashboards, DataV simplifies data exploration and improves decision-making across all levels. The platform offers seamless data integration, automated reporting, predictive insights, and strong collaboration features, allowing teams to track performance, identify trends, and respond quickly to business changes. By bringing everything into a single unified interface, DataV empowers organizations to make informed, timely, and strategic decisions with confidence.

Fernhill SCADA is a scalable SCADA offer based on a client server architecture. Easy to use and setup. Drivers for all commonly used PLCs and open protocols BACnet, DNP3, Modbus. Includes open data access interfaces OPC UA, OPC Classic, ODBC, MQTT. Historian and trending are built-in. Operators can use Fernhill SCADA on multiple platforms including Windows, Linux, macOS, Android and iOS. Free runtime - deploy any number of SCADA systems with one low cost developer license.

Zapdex can be used as a personal database software. It is very easy to add as many databases you want. You might need a contacts database, for example. Perhaps an income and expense database. Recipes database, gambling winnings and losses database, shopping list, to-do list, etc. You can create a database of items you have purchased and attach a screen capture of the receipt, instructions, or other information. A database containing all your favorite restaurants, with a link to each menu. A record called "array_splice" in my programming database shows how to splice, replace, and splice items from an array. Before Zapdex, I couldn't remember the exact steps so I spent a lot of time searching the internet for the answer. Zapdex allows you to keep track of everything. Switching between spreadsheet and database formats is as easy as one click. Pre-setting columns in spreadsheet view makes spreadsheets more accessible on smaller screens such as phones. You can even export your spreadsheet to Excel.

Fuego is a powerful desktop application for managing Firestore authentication and Firebase authentication. It was designed for speed, control and productivity. It allows you to explore and edit documents, perform advanced queries, and perform mass operations such as updates, deletes and imports. You can manage Auth Users, create custom dashboards and recover data using Point-in Time Recovery. You can also work seamlessly with the Firestore Emulator. Fuego supports offline access, export/import and advanced tools to support real-world Firebase workflows. Available for macOS. Windows and Linux will be available soon.

Optix flexible options include document management, workflow automation (business processes management), and records management for multi-user organisations. Optix allows organizations to store, route, secure, and capture content in almost any format. They can also manage multiple revisions. Optix has a presence that includes the Fortune 500, federal, states, and local governments as well as SMBs. It offers both hosted and on-premise solutions that can be integrated with other business applications.

Miro helps you keep your team's minds in sync. Miro is a virtual whiteboard and remote collaboration tool that helps cross-functional teams collaborate more effectively to create great things. Miro isn't a video conferencing tool, and Miro doesn't try to be. Miro's goal is to provide a platform for teams who work most effectively across areas, geographies, timezones to get more out of their ideas when they can't all be in the office together at the same time. It includes over 200 pre-made templates to capture and visualize ideas, collaboration tools like comments, chat screen sharing and video chat and integrations with popular business tools. Miro AI is your team's ultimate boost, empowering you to unleash your creativity and productivity like never before. We are your launchpad to the future, providing the assistance you need to bring your next big idea to life. Let Miro AI help you unlock the full potential of your team's innovation and collaboration capabilities.

Canva is an all-in-one design solution, empowering anyone—from students and non-profit organizations to businesses of any size—to design anything they can imagine. Think of all the ways you can use Canva and the versatility it will provide you in day-to-day life, education, or the office. Use the whiteboard feature to flesh out new ideas and keep track of your notes—Edit photos or videos for any occasion. Elevate your resume by building it with a template, or take it further and create a website dedicated to your accomplishments! Companies can develop marketing campaigns and social media advertising with ease. Canva Teams offers real-time collaboration on the same project, helping you create content faster, improve collaboration, and help scale your brand. Try premium features with Canva Pro for free for 30 days, and try exclusive features like background remover, instant animations, scheduling campaigns, brand kits, and resizing formatting options. Canva also has a feature called Magic Write. Magic Write in Canva Docs is an AI text generator to help you write stories, copy, blogs, articles, lyrics and more using AI content generation.

Percona Server is a fully-compatible, enhanced and open-source drop-in replacement for MySQL. It offers superior performance, scalability and instrumentation. Percona Server boasts over 5,300,000. Downloads and support for high-performance hardware provide excellent performance and reliability. Percona Server MySQL offers enterprise-grade features, higher uptime, and a variety of key benefits that increase database performance and efficiency. Because users spend less time tuning and administering, they have more time to focus on the most important priorities. Percona is a market leader providing enterprise-class software and support. Consulting, managed services, as well as training for open-source databases that are both on-premise or cloud-based, include consulting, training, and consulting. Percona was founded with the belief that everyone should be able to access scalable, secure and efficient database software features without any vendor lock-in or excessive fees.

Percona Server is a free, open-source replacement for MongoDB Community Edition. It combines all of the features and benefits from MongoDB Community Edition with enterprise-class Percona features. Percona Server is based on MongoDB Community Edition and offers flexible data structure, native high-availability, easy scalability, developer-friendly syntax, and a flexible data structure. It also features an in-memory engine and hot backups, LDAP authentication and database auditing.

Domo puts data to work for everyone so they can multiply their impact on the business. Underpinned by a secure data foundation, our cloud-native data experience platform makes data visible and actionable with user-friendly dashboards and apps. Domo helps companies optimize critical business processes at scale and in record time to spark bold curiosity that powers exponential business results.

People Data Labs provides B2B data to developers, engineers and data scientists. It provides a dataset with resume, contact, demographic, and social information for more than 1.5 billion unique individuals. PDL data can be used for building products, enriching profiles, and enabling AI and predictive modeling. APIs are used to deliver it to developers. PDL only works for legitimate businesses, whose products aim to improve the lives of people. Its data is crucial for companies who are forming data departments, and focusing on the acquisition of data. These companies require clean, rich and compliant data on individuals to protect themselves.

Kyvos is a semantic layer for AI and BI. It gives organizations a single, consistent, business-friendly view of their entire data estate. By standardizing how data is defined and understood, Kyvos eliminates metric drift across BI tools and ensures that LLMs and AI agents work with governed business semantics rather than raw tables. Kyvos also delivers lightning-fast analytics at massive scale and high concurrency — including granular multidimensional analysis on the cloud — without the sluggish query times and escalating cloud costs that typically come with it. What Kyvos Solves? Organizations today operate across multiple data platforms, analytics tools, and AI interfaces. Without a unified semantic foundation, the same business question can return different answers depending on the tool, query logic, or dataset used. And as data volumes grow into billions of rows, querying the full breadth and depth of an organization's data becomes slow and expensive — forcing teams to work with limited slices rather than the complete picture. Kyvos addresses both by creating a universal semantic layer across the data estate — standardizing how business data is defined and understood — while delivering high-performance analytics that remain fast and cost-efficient regardless of data scale and user concurrency. The result is “one view, one meaning, one truth” of enterprise data, while delivering fast, scalable analytics across LLMs, AI agents and BI tools.

Most organisations already have the data. The problem is it sits in disconnected systems - ERPs, databases, SCADA, IoT devices, files, and APIs - and nobody has built the layer that ties it all together in real-time. AI makes this worse. Models need clean, integrated, multi-source data to work. Most data environments are not ready. 95% of AI projects never reach production. Rayven builds that layer. It connects IT, OT, IoT, cloud systems, files, data streams, APIs, and proprietary protocols into a single managed data platform - then executes automation, AI models + agentic AI directly on live data. Five unified layers: integration (600+ connectors, bidirectional, real-time), data (processing, storage, AI-ready structuring), execution (automation, AI models, and agentic AI), presentation (custom apps, dashboards, and conversational interfaces), and security, governance + hosting (role-based access, audit trails, and data residency - built in as standard). What gets built on top: custom software, AI agents, predictive analytics, field applications, workflow automations, dashboards, and portals - all from one platform with no external tooling required. Serves businesses from growth-stage to enterprise across 24+ industries globally. Delivery: DIY, Done-For-You (fixed scope, fixed price, two to 12 weeks) + Hybrid. More than 600 pre-built connectors. Ten native AI capabilities. More than 240 deployments live. Rated 5/5 across more than 140 independent reviews.