Page 4 | Best Data Management Software of 2026

FrameworX

Tatsoft

Tatsoft's FrameworX is a complete SCADA and IIoT platform for edge-to-enterprise industrial applications. It unifies operations, data, and AI under one scalable, .NET-based architecture. FrameworX includes AI Designer, built on the Model Context Protocol (MCP). Three MCP servers cover design, operations and runtime, plus an in-process AI agent spine, all released and supported today. AI works directly inside the Designer IDE in real time, configuring tags, alarms, historian, devices, displays, and scripts in one session, and engineers approve every step. Works with any MCP-compatible AI client, including Claude. The platform includes real-time data modeling, historian, alarms, reports, audit trails, scripting in C#, VB.NET, JavaScript, and Python, plus 100+ native drivers for PLCs, DCS, OPC, and MQTT. Deploy anywhere with zero client installs and full web, mobile, and desktop access. 100+ connectors included at no charge.

4 Ratings

Starting Price: $750

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Omniscope Evo

Visokio

Visokio builds Omniscope Evo, complete and extensible BI software for data processing, analytics and reporting. A smart experience on any device. Start from any data in any shape, load, edit, blend, transform while visually exploring it, extract insights through ML algorithms, automate your data workflows, and publish interactive reports and dashboards to share your findings. Omniscope is not only an all-in-one BI tool with a responsive UX on all modern devices, but also a powerful and extensible platform: you can augment data workflows with Python / R scripts and enhance reports with any JS visualisation. Whether you’re a data manager, scientist or analyst, Omniscope is your complete solution: from data, through analytics to visualisation.

4 Ratings

Starting Price: $59/month/user

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Hevo

Hevo Data

Hevo Data is a no-code, bi-directional data pipeline platform specially built for modern ETL, ELT, and Reverse ETL Needs. It helps data teams streamline and automate org-wide data flows that result in a saving of ~10 hours of engineering time/week and 10x faster reporting, analytics, and decision making. The platform supports 100+ ready-to-use integrations across Databases, SaaS Applications, Cloud Storage, SDKs, and Streaming Services. Over 500 data-driven companies spread across 35+ countries trust Hevo for their data integration needs. Try Hevo today and get your fully managed data pipelines up and running in just a few minutes.

3 Ratings

Starting Price: $249/month

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dataPARC Historian

dataPARC

Get better performance from your time-series data with the dataPARC Historian, an enterprise-grade solution designed to elevate industrial data operations to new heights. The dataPARC Historian simplifies complex data sharing, ensuring seamless collaboration across departments with enhanced security and performance. Its compatibility with external AI, ML, and cloud applications via an open architecture increases adaptability and strategic insights. Experience rapid data access, enriched manufacturing intelligence, and a platform that grows with your business needs. dataPARC historian is the smart choice for enterprises aiming for the forefront of operational excellence. The dataPARC historian is more than a data historian; it's a gateway to unlocking greater flexibility and efficiency in leveraging your time-series data. It's crafted for those who demand reliability, speed, and intuitive use, making every data interaction impactful.

3 Ratings

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Juicebox

Juice Analytics

Create Reports Your Customer Will Love Juicebox takes the pain out of producing data reports and presentations—and you’ll delight customers with beautiful, interactive web experiences. Design once, deliver to 5 or 500 customers. Personalized to each. Modern, interactive charts that tell a story – no coding required. Build with simple spreadsheets, or connect to your database. Imagine if PowerPoint and Tableau had a baby 👶 — and it was beautiful! 😍 Save Time. Build once, use often. Whether you need to present similar data across time, customers, or locations, no need to manually recreate the same report. Design Like a Pro. Our built-in templates, styling themes, and smart layouts will ensure your customers get a premium experience. Inspire Action. Data stories go beyond traditional dashboards and reports. Our connected data stories enable guided flow and interactive exploration.

3 Ratings

Starting Price: $15/editor/month

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ArchiverFS

MLtek Limited

ArchiverFS is a lightweight file archiving solution for servers and network storage that lets you use any NAS, SAN, or cloud platform as second-tier storage. With no databases or proprietary formats, it runs on pure NTFS from start to finish. Old, unused, or unstructured files can be moved in bulk from expensive primary storage to cheaper secondary devices while preserving directory structures, attributes, and permissions. If it can be formatted with NTFS and shared via a UNC path, ArchiverFS can use it. Features include support for cloud, DFS, replication, de-duplication, and compression. Optional link stubs (including seamless symbolic links) can be left in place of moved files, so users see them exactly as before. By reclaiming valuable space on primary storage without adding complexity, ArchiverFS helps organizations reduce costs, improve performance, and manage file growth with complete transparency.

2 Ratings

Starting Price: $1590.00/year

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B-Line

B-Line Technologies Inc.

B-Line is an all-in-one facility management platform that leverages AI and IoT technologies to automate visitor management, access control, amenity booking, smart controls, and AI assistance for multiple buildings under one platform, offering a comprehensive solution for asset managers and operators of all building types, without ripping or replacing existing infrastructure. Product Services - Visitor management - Room, desk, amenity booking - Digital access, digital wallet, smart badges, digital IDs - AI-Assistant for 24/7 agentic customer and staff support - IoT device integration and energy management platform - Real-time monitoring of building occupancy, security, and safety - Occupancy-based smart controls for existing HVAC and lighting control systems - Work orders, occupant survey, and feedback system - Evacuation and emergency management

2 Ratings

Starting Price: $5 / month / user

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Q.Shop

QDataHub

Q.Shop, formerly known as Quince Shop Floor Data Collector, is a manufacturing software solution that is specifically designed for those in the repair and overhaul industry. Repair and overhaul manufacturing can be labour intensive and complex. Q.Shop is a unified data collection system that brings together shop floor inspection plans, process manuals, work instructions, and machinery inputs in one place. Q.Shop platform facilitates traceability and simplifies collaboration among technicians, supervisors, and managers. Q.Shop manufacturing solution also offers a complete job and employee scheduler. It maximizes process efficiency, in regard to not only machine operation but also personnel placement. Operators are scheduled based on their shift hours, experiences, skill levels and amount of achieved certifications/ licenses. Q.Shop increases productivity by providing the most suitable schedule for your current workforce, machinery, inventory and sales volume.

2 Ratings

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Grow

Epicor Software

Grow is a no-code full-stack business intelligence (BI) platform that empowers everyone in your organization to make data-driven decisions. By combining ETL, data warehousing and visualization in one easy-to-use platform, any organization can connect and explore its data to surface insights. And our unlimited-user license model gives everyone access to the answers they need without waiting in line for an analyst. Now everyone can make great decisions in real-time to accelerate their growth. Plus: - Unlimited Users - 100+ Integrations - No SQL needed (but available to use) - Support from BI Consultants - Simple ETL - Dynamic Dashboards

2 Ratings

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Reportz

Reportz is a white label reporting solution designed with only three things in mind: to eliminate stress from the equation, significantly speed up the reporting process, and elevate overall quality. Reportz is a dashboard-based, white-label live reporting tool for digital marketing companies, agencies, and freelancers that can help automate client reporting processes. Set the right KPIs and let our tool do all the routine work for you. Onboard your clients and provide them with the most transparent client reporting they've ever seen. Unlimited integrations. Unlimited users. Free white-label account & email reporting. Unlimited KPIs inside the dashboards.

2 Ratings

Starting Price: $7.95 per month/annual

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1plusX

1plusX GmbH

At 1plusX, we empower publishers and advertisers to take control of their first-party assets to drive business results. Our real-time data management, data clean room, and CTV solutions converge to help customers engage their audiences with more meaningful and personalized content and advertising. We support publishers in monetizing their inventory and optimize advertisers’ marketing performance through data. So far, we’ve enhanced the marketing performance of companies around the world including Axel Springer, BI Garage, Le Figaro, South China Morning Post, and Tegna. And now part of TripleLift as of March 2022, the advertising technology company reinventing ad placement at the intersection of creative, media and data, we’re bringing publishers and marketers the most viable solution for the privacy-centric era of advertising.

2 Ratings

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Peekdata

Consume data from any database, organize it into consistent metrics, and use it with every app. Build your Data and Reporting APIs faster with automated SQL generation, query optimization, access control, consistent metrics definitions, and API design. It takes only days to wrap any data source with a single reference Data API and simplify access to reporting and analytics data across your teams. Make it easy for data engineers and application developers to access the data from any source in a streamlined manner. - The single schema-less Data API endpoint - Review and configure metrics and dimensions in one place via UI - Data model visualization to make faster decisions - Data Export management scheduling AP Ready-to-use Report Builder and JavaScript components for charting libraries (Highcharts, BizCharts, Chart.js, etc.) makes it easy to embed data-rich functionality into your products. And you will not have to make custom report queries anymore!

2 Ratings

Starting Price: $349 per month

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TrustMAPP

TrustMAPP provides customers with a continuous process of measuring, reporting, planning and cintinuous improvement. Provides information security leaders with a real-time view of the effectiveness of their cybersecurity program while aligning to business objectives and risk. TrustMAPP provides the story of where you are, where you’re going, and what it will take to get there. From a single source of data, or from multiple integrations, an organization’s security posture is visible based on stakeholder perspectives: CISO, C-Suite, and Board. TrustMAPP gives organizations the ability to manage security as a business, quantifying and prioritizing remediation actions and costs.

1 Rating

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Triple Whale

Triple Whale lets you easily manage and automate analytics, attribution, merchandising, forecasting and more—in the palm of your hand. We simplify, inform & save you time! No need to flip between tabs & apps. We integrate ecommerce & marketing data from all your favorite tools: TikTok, Facebook, Google, and more. Triple Whale lets you: - Trust your attribution data to make better decisions. - Seamlessly gain insight into what is and isn't working - Forecast & track your most crucial DTC metrics - Track and visualize your customer journeys across channels - Easily determine top performing creatives and themes - Gain data insights from our AI with anomaly detection and recommendations We’re building AI to help you reduce errors and operate better across all your tools. Moby by Triple Whale is an AI-powered platform that connects your raw data to intelligent AI agents, transforming it into actionable business insights within seconds.

1 Rating

Starting Price: $100 per month

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ClassifyIt

Ralf Ulrich Garbe

ClassifyIt is an add-on module for Microsoft Office 2010 and higher. It provides functionality to add classification tags to the top of emails and to the header/footer of documents. It also provides the ability to encrypt email attachments. ClassifyIt is fully customizable to help users to provide classifications to all Outlook emails, Word documents, Excel sheets and PowerPoint slides. It is a tool to ensure policy compliancy and is a core mechanism to achieve information security. ClassifyIt is build to be user friendly and fully intuitive ... and the price is very competitive. Classification Example: UNCLASSIFIED, RESTRICTED, CONFIDENTIAL, SECRET

1 Rating

Starting Price: €10 per license

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Data V

Skillmine Technology Consulting Pvt Ltd

DataV is an advanced analytics and visualization platform designed to help organizations transform raw data into actionable insights via static as well as dynamic visualizations. It enables data-driven decision-making through powerful data modeling, AI-assisted analytics, and dynamic visualization dashboards. With seamless data integration, automated reporting, predictive insights, and collaborative features, DataV empowers businesses to monitor performance, identify trends, and make informed strategic decisions all from a single, unified interface.

1 Rating

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ScrapeHero

We provide web scraping services to the world's most favorite brands. Fully managed enterprise-grade web scraping service. Many of the world's largest companies trust ScrapeHero to transform billions of web pages into actionable data. Our Data as a Service provides high-quality structured data to improve business outcomes and enable intelligent decision making. A full-service provider of data - you don't need software, hardware, scraping tools or scraping skills - we do it all for you - simple. We build custom real-time APIs for websites that do not provide an API or have a rate-limited or data-limited APIs so that you can integrate the data in your applications. We can build custom Artificial Intelligence (AI/ML/NLP) based solutions to analyze the data we gather for you, so we can provide much more than just web scraping services. Scrape eCommerce websites to extract product prices, availability, reviews, prominence, brand reputation and more.

1 Rating

Starting Price: $50 per month

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BDEX

BDEX’S Omni IQ helps you find more customers identical to your ideal clients using a proprietary extended audience AI technology. The BDEX Identity Graph helps companies identify consumers across all channels. We authenticate over 470 million hashed email-MAID-IP matches linked to 113M households cross the US each month from our expansive network of SDKs, app publishers, and primary data sources. Talk to us about identity resolution. Nominated as the top Identity Technology by AdExchanger, BDEX is the only Identity Platform that guarantees all IDs are linked to real people, removing all IDs linked to bots, click farms and other forms of ad fraud as well as all temporary IDs due to Apple's ATT/DoNotTrack.

1 Rating

Starting Price: $250 per month

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Zuar Runner

Zuar, Inc.

Utilizing the data that's spread across your organization shouldn't be so difficult! With Zuar Runner you can automate the flow of data from hundreds of potential sources into a single destination. Collect, transform, model, warehouse, report, monitor and distribute: it's all managed by Zuar Runner. Pull data from Amazon/AWS products, Google products, Microsoft products, Avionte, Backblaze, BioTrackTHC, Box, Centro, Citrix, Coupa, DigitalOcean, Dropbox, CSV, Eventbrite, Facebook Ads, FTP, Firebase, Fullstory, GitHub, Hadoop, Hubic, Hubspot, IMAP, Jenzabar, Jira, JSON, Koofr, LeafLogix, Mailchimp, MariaDB, Marketo, MEGA, Metrc, OneDrive, MongoDB, MySQL, Netsuite, OpenDrive, Oracle, Paycom, pCloud, Pipedrive, PostgreSQL, put.io, Quickbooks, RingCentral, Salesforce, Seafile, Shopify, Skybox, Snowflake, Sugar CRM, SugarSync, Tableau, Tamarac, Tardigrade, Treez, Wurk, XML Tables, Yandex Disk, Zendesk, Zoho, and more!

1 Rating

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Pine BI

Pinexl

Pine BI allows users to create advanced dynamic charts, gauges and more in a single click in Excel. It also helps users turn an Excel Workbook into a dynamic and engaging dashboard, ready to present and share. Included are more than 25 of the most widely used and complex visualizations for data analysis and project management - Waterfalls, Actual vs. Target Charts, Gantt Charts, Gauges and much more. All visualizations can be presented in PowerPoint and shared with users without the add-in.

1 Rating

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Cloudimage

Scaleflex

Cloudimage - an image CDN - one of the scalable products from Scaleflex - is the easiest way to optimize and accelerate images for the web. This solution automates the transformation and optimization of images on the fly and accelerates their distribution via the Content Delivery Network (CDN). Thanks to Cloudimage, web pages are faster and lighter, which improves both SEO and the user experience of the web or mobile application. How does Cloudimage work? - We download and cache: we get your image from your server in our own cache. You can optionally use Cloudimage as an image store as well. - We crop, resize, cut, watermark, colorize, rotate, and compress your images. It converts your images into WebP for even more size reduction. - We lighten the weight of your images by intelligently applying the best compression for the maximum level of byte reduction imperceptible to the human eye. - Your images are delivered at the speed of light anywhere around the world via CDN.

1 Rating

Starting Price: $59

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Linx

Twenty57

A powerful iPaaS platform for integration and business process automation. Linx is a powerful platform for building custom integrations at scale. The platform provides enterprise-grade capability and unparalleled flexibility to cater to a wide range of integration use cases for today’s growing businesses, including application integration, data synchronization, data migration, automations, and rapid API development and management. Linx is a low-code, desktop-based iPaaS that enables organizations to connect their cloud and on-premise applications, data sources.

1 Rating

Starting Price: $599 per month

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resonio

resonio is a market research provider with more than 6 million freelancers worldwide. With the help of resonio, any person can conduct market research easily, quickly, and affordably. The offering includes - a comprehensive but easy-to-use survey creation app, - a large international pool of survey participants, and automated reporting and real-time results tracking.

1 Rating

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Smart Inventory Planning & Optimization

Smart Software

Smart Software is a leading provider of demand planning, inventory optimization and supply chain analytics solutions headquartered in Belmont, Massachusetts, USA. Founded in 1981 Smart has helped thousands of customers plan for future demand utilizing industry-leading statistical analytics. Smart Inventory Planning & Optimization (IP&O) is the company’s next-generation suite of native web applications, helping inventory carrying organizations reduce inventory, improve service levels and streamline Sales, Inventory, and Operations Planning. Smart IP&O, hosted on Amazon Web Services, is a Digital Supply Chain Platform driving three applications: demand planning, inventory optimization, and dashboard reporting. Smart IP&O functions as a transparent extension of our customers’ ERP systems of choice, receiving daily transaction data and returning forecasts and inventory policy values to drive replenishment and production planning.

1 Rating

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Visual Expert

Novalys

Visual Expert is a static code analyzer for Oracle PL/SQL, SQL Server T-SQL, and PowerBuilder. Identify code dependencies to modify your code without breaking your application. Scan your code to improve the security, performance, and quality. Perform Impact analysis to Identify breaking changes. Automatically scan your code to detect and fix security vulnerabilities, bugs and maintenance Issues. Implement continuous code inspection Understand the inner workings of your code with call graphs, code diagrams, CRUD Matrix and Object Dependency Matrix (ODM). Automatically generate an HTML Source Code documentation. Explore your code exploration with hyperlinks Compare applications, databases or pieces of code. Improve maintainability. Clean up code. Comply with dev standards. Analyze and Improve DB code performance: Find slow objects and SQL queries, Optimize a slow object, a Chain of calls a slow SQL, Get a query Execution Plan. And much more.

Starting Price: $495 per year

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Database X-Ray

Murray Hill Technologies

Database X-Ray is a must-have SQL Server utility that allows the viewing of all database objects in a tabular format, and shows relationships between each object, including objects referenced by a given object, as well as objects that reference that object. This includes Tables, Views, Stored Procedures, Functions, and Triggers, allowing you to see at a glance what will be affected by deleting or changing an object in your database. (You won't get that from a database diagram!) In addition, you can view the DDL (Data Definition Language) or code that created each object, copy it to the clipboard, and use it in any way you like. All you need to get started is a valid connection string to a database that can be accessed from wherever you install Database X-Ray, whether local or remote. Works with Azure SQL Database too!

Starting Price: $19 per license

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Optix

Mindwrap

Optix flexible offerings include document management, workflow automation (business process management) and records management for multi-user organizations. With Optix, organizations are able to capture, store, route and secure content in virtually any format, while managing multiple revisions. With a footprint that spans the Fortune 500, federal, state, and local governments, and SMBs, Optix offers on-premises and hosted solutions that integrate with other business applications. Optix is the only complete document management system available for both Macintosh and Windows. Our drag-and-drop tools allow you to create beautiful, metadata-driven document management applications in minutes. With Optix, organizations have the power to magnify the value of one of their most critical assets, information. Optix lets organizations harness information in new ways to realize new efficiencies, reduce costs, streamline operations, meet regulatory demands, close new business, and exceed custo

Starting Price: $360

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XPM

ProtocolSoft Tech., Inc.

XPM is a commercial quality and enterprise level performance management/monitoring and traffic analysis solution. XPM is a high-performance enterprise product based on Linux, which supports continuous operation of 7*24*365. Therefore, it may not be suitable for individual users, but more suitable for enterprise users who need higher IT service quality. XPM monitoring objects include: 1. Applications using HTTP protocol; 2. Databases (Oracle, MySQL, MS-SQL server); 3. URL Transaction; 4. Network, server and client. Awards of XPM: Innovation Award of ITSS 2018, ITSS is a department of Ministry of Industry and Information Technology of the People's Republic of China. Please note that: The downloadable version here is XPM standard version, which can analyze about 1 Gbps of traffic in real time, and only supports X86 server deployment. If you need vProbe-XPM to monitor virtual machine traffic, or XPM-H version over 1 Gbps, please contact us by email.

Starting Price: $0/month/module

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FlowWright

IPS

Business Process Management Software (BPMS) & BPM Workflow Automation Tool. Companies need workflow, forms, compliance, and automation routing support. Our low-code options make creating + editing workflows simple. Our best-in-class forms capabilities, make it possible to rapidly build forms, forms logic, and workflows for forms-driven workflow processes. Companies have many existing systems in place that need to work with each other. Our business process integrations across systems are loosely-coupled + intelligently integrated. When you use FlowWright to automate your business, you gain access to standard metrics and metrics that you define. BPM analytics are a key part of any BPM workflow management software solution. FlowWright can be deployed as a cloud solution or deployed in an on-premise or .NET hosted environment (including AWS and Azure). It was built in .NET Foundation C# code and all tools are fully browser-based, requiring no plug-ins.

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WeTransform

Squadra Software

WeTransform is AI Import Management for B2B SaaS. The embeddable AI file importer drops into the host product in roughly four lines of code via npm package @wetransform/core or iframe embed. End customers upload any format (CSV, Excel, PDF, XML, JSON), the AI maps to the target format and delivers clean validated data via REST API or webhook. **Key capabilities** - AI Mapping: automatic column matching - Autoclean: AI normalization of PDFs, merged cells, images - Power Functions: external API calls during transformation - Fill the Gaps: AI completion of missing fields - Multi-channel ingestion: API, webhooks, FTP/SFTP, URL, email - White-label embed Used by Cargoo, Sellermania, Autocab, ING, 23 Prod, and others. Verticals: logistics, e-commerce, fintech, accounting, supply chain, marketplaces, EDI. Onboarding drops from weeks to minutes. Engineering reclaims 15% of time spent on parsers. Rated 4.9/5 on G2.

Starting Price: €459/month

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Best Data Management Software - Page 4

Compare the Top Data Management Software as of September 2026 - Page 4

FrameworX

Omniscope Evo

Hevo

dataPARC Historian

Juicebox

ArchiverFS

B-Line

Q.Shop

Grow

Reportz

1plusX

Peekdata

TrustMAPP

Triple Whale

ClassifyIt

Data V

ScrapeHero

BDEX

Zuar Runner

Pine BI

Cloudimage

Linx

resonio

Smart Inventory Planning & Optimization

Visual Expert

Database X-Ray

Optix

XPM

FlowWright

WeTransform

Best Data Management Software - Page 4

Compare the Top Data Management Software as of September 2026 - Page 4

FrameworX

Omniscope Evo

Hevo

dataPARC Historian

Juicebox

ArchiverFS

B-Line

Q.Shop

Grow

Reportz

1plusX

Peekdata

TrustMAPP

Triple Whale

ClassifyIt

Data V

ScrapeHero

BDEX

Zuar Runner

Pine BI

Cloudimage

Linx

resonio

Smart Inventory Planning & Optimization

Visual Expert

Database X-Ray

Optix

XPM

FlowWright

WeTransform

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