Best Data Management Software for Mac of 2026

Experience Semarchy’s flexible unified data platform to empower better business decisions enterprise-wide. With xDM, you can discover, govern, enrich, enlighten and manage data. Rapidly deliver data-rich applications with automated master data management and transform data into insights with xDM. The business-centric interfaces provide for the rapid creation and adoption of data-rich applications. Automation rapidly generates applications to your specific requirements, and the agile platform quickly expands or evolves data applications.

Recognized by Forrester as one of the top 34 AI-enabled platforms globally and by NASSCOM in the League of 10 Deep Tech Startups 2025 in India, SCIKIQ partners with AWS, Deloitte, Infosys, and others to take its data platform to the world. SCIKIQ is building the AI Nervous System for enterprises, an Intelligence Layer that sits atop any data stack, making every function AI-ready without disruption. Designed for Big & mid-sized enterprises, our generative AI-powered data platform transforms how organizations manage, govern, and monetize data. Our Prompt-to-Process AI Co-pilot delivers analytics, dashboards, agents, and insights in seconds, among the best globally. Innovations include automated data governance, rapid data transformation, and a Data Product Factory. With 4× faster deployment than legacy systems and a proven track record with global enterprises, SCIKIQ is defining the next category of data management in enterprise AI. SCIKIQ is built for rapid modernization: no-code/low-code configuration, cloud-agnostic and tool-agnostic integration, and a proven path to implementation in 30–90 days, enabling secure collaboration across business, data, and AI teams while accelerating outcomes. A unified Semantic Layer : A key differentiator is SCIKIQ’s Unified Semantic Layer / Business Glossary for BI platforms. Instead of every dashboard team redefining KPIs, SCIKIQ standardizes metric definitions across tools, so “Revenue,” “Active Customer,” and “Churn” mean the same thing everywhere. This reduces metric drift, prevents broken dashboards, and improves decision integrity across departments. SCIKIQ connects enterprise data to models, decisions, and actions.

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.

Matidor is a GIS-native field operations platform purpose-built for oil and gas producers, environmental consulting firms, and multi-site operations teams who manage complex, distributed work across remote locations. The platform solves three problems generic project management software cannot. First, it delivers real-time budget control with automated alerts at 70, 90, and 100 percent thresholds so operations managers catch AFE overruns before invoices arrive, not after. Second, its offline-first mobile apps work with zero cellular coverage at remote well sites, pipeline corridors, and wilderness environmental assessment zones. Data syncs automatically when connection returns. Third, its GIS-native architecture puts every project, task, budget, and field update on an interactive map with multi-layer visualization of regulatory zones and environmental constraints. Operations teams use Matidor for well abandonment programs, pipeline integrity inspections, Phase I through III environmental site assessments, remediation tracking, compliance documentation, multi-site construction, and utilities management. Four integrated capabilities: Location Intelligence, Project Management, Budget and Cost Control, and Field Operations. Integrations include QuickBooks Online, Deltek Vantagepoint, ArcGIS, Microsoft Power BI, Harvest, Replicon, and REST API. Implementation takes 4 to 6 weeks with no IT team required. Trusted by 100 plus teams across North America. Free 14-day trial at matidor.com. Founded 2019 in Canada.

Founded in 2011, Kochava is a real-time data solutions company offering a comprehensive growth stack of solutions for data-driven app marketers. We empower marketers to measure what matters with tools that deliver better insights and actionable data in one operational platform. App marketers can map their growth journey with Kochava, leveraging mobile measurement partner (MMP) services, a next-generation marketing mix modeling (MMM) SaaS platform, and a premium platform for search ads automation and app store optimization (ASO). Kochava's MMM SaaS and search ads automation/ASO platforms work with advertisers using Kochava or any other mobile measurement partner. Kochava hosts a culture of customer-driven innovation, dedication to data security, and the most powerful tools in the ecosystem. Headquartered in Sandpoint, ID, the company has offices globally.

Hopted is a cloud-based data automation platform built for Amazon sellers. It connects Google Sheets directly to Amazon Seller Central and other key business tools, streamlining the way sellers manage reports, profitability, and operations — all without the hassle of CSV files. With Hopted, you can pull live data from Amazon — including FBA, AWD, and Ads — directly into your spreadsheets. Instantly access real-time sales, fees, inventory levels, and performance metrics. This gives you a single, reliable source of truth to track margins, uncover hidden costs, and identify your most profitable products. What sets Hopted apart is its 2-way sync: not only can you extract data, but you can also send updates back to Amazon. Update pricing, inventory, and listing details — directly from Google Sheets — without switching tabs or logging into Seller Central. Ideal for Amazon sellers, agencies, and ops teams managing multiple accounts, Hopted eliminates the need for repetitive manual work. No more downloading and formatting CSVs. Just live, accurate data — always where you need it. Whether you’re scaling your private label brand or managing clients, Hopted empowers you to save hours daily, reduce errors, and make smarter, faster decisions. Customizable workflows and spreadsheet-native flexibility give you full control, even if you’re not a technical user. Ditch the copy-paste chaos. With Hopted, Amazon Seller Central finally works the way you do — in real-time, in Google Sheets.

OpenDQ is a zero-cost enterprise data quality, master and governance solution. OpenDQ is modularly built and can scale to meet your enterprise data management requirements. OpenDQ provides trusted data using a machine learning- and artificial intelligence-based framework. Comprehensive Data Quality Matching Profiling Data/Address Standardization Master Data Management 360 View of Customer Data Governance Business Glossary Meta Data Management

Simitless allows you to build the information system that suits you without writing a single line of code. You will be able to work together on your database and information system and can easily configure what you need when it is needed. Start from one of our hundreds upon hundreds of templates and tweak it as you wish. You won't have to alter the way you work to fit a particular software. Optimize, Analyze, Grow.

Ragic is a database design tool. It looks just like other spreadsheets, but it's much more powerful. Ragic allows you to create and customize your database without having to use any codes. This allows you to control how your data is processed, how your sheets look, the relationships between your data, and the access rights of each user.

HighByte Intelligence Hub is an Industrial DataOps software solution designed specifically for industrial data modeling, delivery, and governance. The Intelligence Hub helps mid-size to large industrial companies accelerate and scale the use of operational data throughout the enterprise by contextualizing, standardizing, and securing this valuable information. Run the software at the Edge to merge and model real-time, transactional, and time-series data into a single payload and deliver contextualized, correlated information to all the applications that require it. Accelerate analytics and other Industry 4.0 use cases with a digital infrastructure solution built for scale.

Telegraf is an open-source server agent that helps you collect metrics from your sensors, stacks, and systems. Telegraf is a plugin-driven agent that collects and sends metrics and events from systems, databases, and IoT sensors. Telegraf is written in Go. It compiles to a single binary and has no external dependencies. It also requires very little memory. Telegraf can gather metrics from a wide variety of inputs and then write them into a wide range of outputs. It can be easily extended by being plugin-driven for both the collection and output data. It is written in Go and can be run on any system without external dependencies. It is easy to collect metrics from your endpoints with the 300+ plugins that have been created by data experts in the community.

Rulex Platform is a data management and decision intelligence system where you can build, run, and maintain enterprise-level solutions based on business data. By orchestrating data smartly and leveraging decision intelligence – including mathematical optimization, eXplainable AI, rule engines, machine learning, and more – Rulex Platform can address any business challenge and corner case, improving process efficiency and decision-making. Rulex solutions can be easily integrated with any third-party system and architecture through APIs, smoothly deployed into any environment via DevOps tools, and scheduled to run through flexible flow automation.

End-to-end "Business intelligence" for your IT organization. Transparency, control, and productivity are all key to a successful IT organization. Scaled agility in your IT fabric is encouraged. A complete environment and release image supports collaboration across teams and provides the insight organizations need today to drive innovation. You can improve visibility of your complex IT fabric, which will allow for better collaboration and decision-making. A centralized portal allows you to manage complex computer systems and the entire IT fabric. To reduce IT costs and increase project productivity, measure the usage of test environments. Establish control through centralized runbooks and automation for regular and time-consuming tasks to eliminate chaotic and non-repeatable activities. You can manage conflict and change effectively while providing real-time health status and powerful analytics to determine your business impact.

The IRI Data Manager suite from IRI, The CoSort Company, provides all the tools you need to speed up data manipulation and movement. IRI CoSort handles big data processing tasks like DW ETL and BI/analytics. It also supports DB loads, sort/merge utility migrations (downsizing), and other data processing heavy lifts. IRI Fast Extract (FACT) is the only tool that you need to unload large databases quickly (VLDB) for DW ETL, reorg, and archival. IRI NextForm speeds up file and table migrations, and also supports data replication, data reformatting, and data federation. IRI RowGen generates referentially and structurally correct test data in files, tables, and reports, and also includes DB subsetting (and masking) capabilities for test environments. All of these products can be licensed standalone for perpetual use, share a common Eclipse job design IDE, and are also supported in IRI Voracity (data management platform) subscriptions.

ePACT gives recreation organizations an easy-to use system to collect and manage vital participant information, minimize risk and liabilities with HIPAA compliance, control authorized user access, and minimize liability. Families can securely store their Personal Emergency Record™, and share it with their connected organizations. This saves time and ensures that medical and emergency information is always up to date. ePACT uses the same encryption standards as online banks to protect family data and provides staff with a mobile app to secure records access on the move, even without an internet connection.

WikiLocks works in the same way as you do. It works within your most used applications. Select the data you wish protect, then assign access to individuals and groups. Finally, distribute the newly protected document. No matter how the document is accessed, copied or pasted, protection will continue to follow it throughout its lifecycle.

Alchem-e offers an engaging, visually appealing dashboard that facilitates command and control over operations while enabling quick automation of processes; it also boasts an advanced workflow management system that monitors activities, streamlines tasks, safeguards data, and equips individuals with essential tools and insights for enhanced performance in their roles. This solution is particularly ideal for in-house printing operations, service providers, and marketing firms. With its visually stunning user interface and powerful analytical tools, it enables efficient management of document production and distribution. Custom modules are available to help you keep a finger on the pulse of your operations while maintaining seamless communication with clients. Furthermore, for your enterprise production needs, the platform delivers metrics that offer concise, aggregated views of critical KPIs, such as operational efficiency, multi-channel distribution, service-level management, and sales and financial outcomes, ensuring comprehensive oversight of your business performance. Ultimately, Alchem-e stands out as a vital tool for organizations seeking to enhance productivity and strengthen their operational frameworks.

IRI Voracity is an end-to-end software platform for fast, affordable, and ergonomic data lifecycle management. Voracity speeds, consolidates, and often combines the key activities of data discovery, integration, migration, governance, and analytics in a single pane of glass, built on Eclipse™. Through its revolutionary convergence of capability and its wide range of job design and runtime options, Voracity bends the multi-tool cost, difficulty, and risk curves away from megavendor ETL packages, disjointed Apache projects, and specialized software. Voracity uniquely delivers the ability to perform data: * profiling and classification * searching and risk-scoring * integration and federation * migration and replication * cleansing and enrichment * validation and unification * masking and encryption * reporting and wrangling * subsetting and testing Voracity runs on-premise, or in the cloud, on physical or virtual machines, and its runtimes can also be containerized or called from real-time applications or batch jobs.

The Raynet One Technology Catalog functions as an IT taxonomy that establishes a definitive source for all IT asset information. It ensures a consistent perspective and serves as a dependable central database for managing both software and hardware assets across your organization. In the intricate realm of modern IT, having a well-organized repository is crucial for maintaining accurate and high-quality asset data. Furthermore, achieving complete transparency is vital for the success of enterprise-wide IT projects. The Raynet One Technology Catalog leverages AI to standardize, normalize, and enhance hardware and software data. This meticulously curated data lays the groundwork for various systems and IT initiatives, including IT Asset Management (ITAM), Software Asset Management (SAM), IT Service Management (ITSM), Configuration Management Database (CMDB), and cybersecurity efforts. By utilizing this catalog, organizations can streamline their IT operations and make informed decisions based on reliable data.

Analance is a comprehensive and scalable solution that integrates Data Science, Advanced Analytics, Business Intelligence, and Data Management into one seamless, self-service platform. Designed to empower users with essential analytical capabilities, it ensures that data insights are readily available to all, maintains consistent performance as user demands expand, and meets ongoing business goals within a singular framework. Analance is dedicated to transforming high-quality data into precise predictions, providing both seasoned data scientists and novice users with intuitive, point-and-click pre-built algorithms alongside a flexible environment for custom coding. By bridging the gap between advanced analytics and user accessibility, Analance facilitates informed decision-making across organizations. Company – Overview Ducen IT supports Business and IT professionals in Fortune 1000 companies by offering advanced analytics, business intelligence, and data management through its distinctive, all-encompassing data science platform known as Analance.

Gartner's Magic Quadrant includes Centralpoint as a Digital Experience Platform. It is used by more than 350 clients around the world, and it goes beyond Enterprise Content Management. It securely authenticates (AD/SAML/OpenID, oAuth), all users for self-service interaction. Centralpoint automatically aggregates information from different sources and applies rich metadata against your rules to produce true Knowledge Management. This allows you to search for and relate disparate data sets from anywhere. Centralpoint's Module Gallery is the most robust and can be installed either on-premise or in the cloud. Check out our solutions for Automating Metadata and Automating Retention Policy Management. We also offer solutions to simplify the mashup of disparate data to benefit from AI (Artificial Intelligence). Centralpoint is often used to provide easy migration tools and an intelligent alternative to Sharepoint. It can be used to secure portal solutions for public sites, intranets, members, or extranets.

Delphix is the industry leader for DataOps. It provides an intelligent data platform that accelerates digital change for leading companies around world. The Delphix DataOps Platform supports many systems, including mainframes, Oracle databases, ERP apps, and Kubernetes container. Delphix supports a wide range of data operations that enable modern CI/CD workflows. It also automates data compliance with privacy regulations such as GDPR, CCPA and the New York Privacy Act. Delphix also helps companies to sync data between private and public clouds, accelerating cloud migrations and customer experience transformations, as well as the adoption of disruptive AI technologies.

Cross-platform real time file replication for Windows and Linux, Solaris, Solaris, AIX and OpenBSD. EnduraData EDpCloud replicates data and synchronizes it between different operating systems, geographical locations, and cloud providers.

Gilhari is a microservice framework that provides persistence for JSON objects in relational database. This microservice framework is available as a Docker image and can be configured according to an app-specific object or relational model. Gilhari exposes REST (Representational State Transfer) interface for APIs (POST/GET, PUT and DELETE ) to perform CRUD (Create. Retrieve. Update. Delete) operations on app-specific JSON objects. Here are some highlights from Gilhari: * Metadata driven, object model independent and database agnostic framework * Easily customizable/configurable to your JSON object model * JSON attributes can be mapped to table columns, allowing full query capabilities as well as optimizations * Supports complex object modeling, including 1-m, 1-m and m-m relationships * No code is required to handle REST APIs (POST/GET, PUT/DELETE), data exchange (CRUD), or database schema creation.