Page 2 | Best Data Analysis Software of 2026

AnswerDock

AnswerDock is an AI-driven analytics platform for the enterprise. It provides answers to business users' questions and allows them to make better and faster decisions, without the need for data analysts. Get instant insights from your data warehouse via live query (available for Snowflake, Amazon Redshift, Microsoft Synapse, Google Bigquery). You can also upload excel files or connect to traditional relational databases (Mysql, SQL Server, etc.) and 3rd-party APIs such as Google Analytics. Try AnswerDock on a sample retail dataset. No need for registration or login. Try AnswerDock on your own data by signing up to the free version (all features). Using AnswerDock, business users create their own reports and dashboards by typing their questions, just like using a web search engine. Need a sales report? type Top 10 Sales People by growth in number of leads this quarter. AnswerDock runs the analysis and displays the optimal visualization instantly, its that simple.

1 Rating

Starting Price: $495 per month

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FS.net

Symbrium

A robust reporting and analytics software suite that displays custom reports of your factory’s SPC quality and OEE/production data to get “the big picture” of your enterprise at any time, from anywhere. Connect your whole enterprise and run custom reports from one machine, one plant or the whole company! View any aspect of your plant, past or present, using a variety of filters. Manage workstations, control processes, configure machines, calibrate sensors and more from your computer or phone anywhere in the world. Set routing and quality events at each step of your process to be sure a part or unit is ready before it moves to the next stage. Send custom alerts from any plant or machine right to your cell phone or inbox for viewing wherever you are. Get a live view of quality and performance insights to make sure you’re on track for success. Error and mistake proofing, view the entire history and progress of a single part in your operation.

1 Rating

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Windsor.ai

Connecting all marketing data. See the value and ROAS of every marketing touchpoint. Multi-touch marketing attribution models. Get all your marketing data and metrics into any tool. Optimize marketing ROI for all channels. Connecting all marketing data with our marketing attribution platform give marketers an increase in marketing ROI of 15-44%. Measure ROI for every channel, campaign, keyword and creative. Take into account cancellations, returns and offline conversions from CRM. Automate collecting all marketing data and minimize time spent on preparing and formatting. Focus instead on insights. With our advanced marketing attribution software, you can easily use all your data where and when you need. With our connectors and APIs it's easy to consume the data in any tool. Analyze and optimize customer journeys across all touch-points. Our marketing attribution software and budget optimiser helps you save time when optimising budgets.

1 Rating

Starting Price: $19 per month

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Bitclu

Bitclu is a high-performance Amazon product analytics tool specially designed for Amazon sellers. Our tool offers some unique features such as live graphs to track real-time sales, profit estimation of each product taking into consideration the total cost, commission, handling, shipping, promotion, and profit. Bitclu offers detailed information on almost all key metrics that can help Amazon sellers make the right business decisions. Our flexible charts provide a quick analysis of the key product indicators. We have included filters that can help you refine the results according to your desired date, year, or month. Our software broadly offers the following features: • Comprehensive dashboard • Sales Analytics • Accurate Profit margin • Detailed Conversion reports

1 Rating

Starting Price: $19.99/Month

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DataClarity Unlimited Analytics

DataClarity

DataClarity Unlimited Analytics is the only free modern embeddable data and analytics platform in the world that provides a self-service, powerful, secure and seamless end-to-end experience. Highlights: SIMPLIFIED DATA INTEGRATION – Easily connect, join, curate, cache and catalog diverse data through drag and drop, custom SQL builder & AI-powered data profiling. | INTERACTIVE DASHBOARDS – craft compelling reports using 80 stunning visualizations, geospatial maps and flexibility to bring your own charts. | REAL-TIME ANALYSIS – Perform advanced analysis & data exploration using drill-down, drill-through, filters, built-in statistical & predictive models, or your own Python and R code. | SEAMLESS APPLICATION INTEGRATION – Achieve smooth integration with versatile APIs, tailor-made configurations & flexible embedding features. | SECURITY & GOVERNANCE – Ensure adherence to your security guidelines, governance standards, multitenancy, row-level data protection, and Single Sign-On (SSO).

1 Rating

Starting Price: FREE

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Improvado

Improvado is an AI-powered marketing intelligence platform that enables marketing and analytics teams to unlock the full potential of their data for impactful business decisions. Designed for medium to large enterprises and agencies, Improvado seamlessly integrates, simplifies, governs, and attributes complex data from various sources, delivering a unified view of marketing ROI and performance. With 500+ ready-made connectors extracting over 40,000 data fields from virtually every marketing platform you use, Improvado seamlessly: - Integrates all your marketing and sales data into a unified dashboard - Normalizes disparate data structures into consistent, usable formats - Generates instant reports that previously took days to compile manually - Delivers real-time cross-channel performance insights - Automatically updates your visualization tools like Tableau, Looker, or Power BI

1 Rating

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Zebra BI

Zebra BI is the most powerful and intuitive way to create jaw-dropping reports and dashboards with powerful visualization tools in Power BI or Office. Our out-of-the-box tools for meaningful, actionable, and user-friendly reports make it easy to deliver real insights from their data in record time. Have your reports set up in minutes by importing Zebra BI into Power BI, Excel, or PowerPoint. Create understandable and actionable business reports and dashboards. Zebra BI visuals will not just show whether something is good or bad but will also put your data into the right perspective. By using advanced functionalities like dynamic comments, focus mode, scaling groups, or drill-through you will better understand the context behind your company’s performance. Get immediate visualization of your data with out-of-the-box YoY growth rates and comparisons to PL, PY, or FC together with variances. Zebra BI will simplify your data models and shorten your report dev

1 Rating

Starting Price: $62/month

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Dataiku

Dataiku is an advanced data science and machine learning platform designed to enable teams to build, deploy, and manage AI and analytics projects at scale. It empowers users, from data scientists to business analysts, to collaboratively create data pipelines, develop machine learning models, and prepare data using both visual and coding interfaces. Dataiku supports the entire AI lifecycle, offering tools for data preparation, model training, deployment, and monitoring. The platform also includes integrations for advanced capabilities like generative AI, helping organizations innovate and deploy AI solutions across industries.

1 Rating

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Minitab Statistical Software

Minitab

For 50 years, Minitab has helped thousands of companies and institutions spot trends, solve problems, and discover valuable insights in their data through our comprehensive, best-in-class suite of data analysis and process improvement tools. Our namesake product, Minitab Statistical Software, leads the way in data analysis with the power to visualize, analyze and harness your data to gain insights and solve your toughest challenges. Access trusted, proven and modern analytics combined with dynamic visualizations to empower you and your decisions. The latest version of Minitab Statistical Software includes access to Minitab on the cloud so you can analyze from anywhere, and Graph Builder, our new interactive tool to instantly create multiple graph options at once. Minitab offers modules for Predictive Analytics and Healthcare to boost your analytics even further. Available in 8 languages: English, Chinese, French, German, Japanese, Korean, Spanish, and Portuguese.

1 Rating

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BVMax

We help business to growth with the help of AI. Increase your business revenue growth with predictive analytics! Our team are creating a AI-driven tool designed to make life easier for managers and owners in matters of decision-making based on data, including making it easier to read this data. Our algorithms analyze all indicators of the business, its customers and the performance of the team itself. Based on this, the platform provides analytics and recommendations for improving metrics with 97% accuracy. Connect our service now and increase your key metrics in just a month.

1 Rating

Starting Price: $200/month

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Germain UX

No need to talk to the users to know what they experienced (replay, behavior insights, etc). End-2-end Transaction Insights (business, technology, etc). User interface design or technology issues may contribute to poor user experience. Germain UX identifies use cases and root-cause of issues down to the user click and scenario and technology (network request, code, sql, etc). Lack of training, poor organization, attrition may contribute to ineffective business operations. Germain UX identifies main gaps and their root-cause, in real-time and 24×7. Overloaded call center, lack of expertise, hard to find information on a website may all contribute to low prospect conversion rate. Germain UX helps identify actionable insights. Ineffective product or service, lack of support, hard-to-find online material, may all contribute to a poor customer experience and attrition. Germain UX identifies actionable insights around that, 24×7 and in real-time.

1 Rating

Starting Price: $460 per month

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SAS/STAT

SAS Institute

SAS/STAT includes exact techniques for small data sets, high-performance statistical modeling tools for large data tasks and modern methods for analyzing data with missing values. And because the software is updated regularly, you'll benefit from using the newest methods in the rapidly expanding field of statistics. With more than four decades of experience developing advanced statistical analysis software, SAS has an established reputation for delivering superior, reliable results. Our rigorous software testing and quality assurance program means you can count on the quality of each release. You can be confident that the code you produce with SAS/STAT is documented and verified to meet corporate and governmental compliance requirements. Hundreds of built-in, customizable charts and graphs ensure clear, consistent statistical output, so your analysis results are easy to understand.

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Alation

The Alation Agentic Data Intelligence Platform enables organizations to scale and accelerate their AI and data initiatives. By unifying search, cataloging, governance, lineage, and analytics, it transforms metadata into a strategic asset for decision-making. The platform’s AI-powered agents—including Documentation, Data Quality, and Data Products Builder—automate complex data management tasks. With active metadata, workflow automation, and more than 120 pre-built connectors, Alation integrates seamlessly into modern enterprise environments. It helps organizations build trusted AI models by ensuring data quality, transparency, and compliance across the business. Trusted by 40% of the Fortune 100, Alation empowers teams to make faster, more confident decisions with trusted data.

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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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Supermetrics

Supermetrics started with a bold idea: to make marketing data simple and accessible for businesses everywhere. Today, over 200K organizations, including Nestlé, Warner Bros, and Dyson, trust Supermetrics to streamline their marketing analytics. What began as a solution to connect data has evolved into a platform that extracts and consolidates data from 150+ marketing and sales platforms—like Google Analytics, Facebook Ads, and HubSpot—into preferred destinations. This has earned Supermetrics a spot on G2’s 2024 Top 50 Best EMEA Software Companies list. Driven by a commitment to innovation, transparency, and customer success, Supermetrics empowers marketers to use data to solve problems and create opportunities. With a collaborative culture fostering creativity, Supermetrics is dedicated to helping clients succeed in a competitive market. As marketing evolves, Supermetrics will continue to innovate, delivering powerful tools and a unified approach to marketing analytics worldwide.

Starting Price: $29 per month

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Tellius

A better way to understand the ‘what’ and ‘why’ from all your business data with AI-driven guided insights. Tellius Decision Intelligence enables business users and analytics teams to quickly understand reasons and key drivers for business behaviors and get instant answers using natural language. Automate complex data analysis to uncover root causes, understand key business drivers, compare cohorts, and identify meaningful segments in your data. Instantly surface insights hidden across your data silos. Extract important findings by analyzing billions of data points from multiple sources in seconds. Put advanced analysis into the hands of more people. Bring together the power of domain expertise and data science insights. Tellius provides a modern approach to decision intelligence that serves both the needs for ad hoc data exploration and visualization, combined with automated discovery of insights from machine learning, with cloud scale and elasticity.

Starting Price: $495 per month

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Klipfolio

Klipfolio PowerMetrics is powerfully simple business intelligence software for founders and teams who are ready to level up their analytics and make data-driven decisions. Bring all of your business metrics together in one place. Start today, FREE, and instantly connect from our popular library of pre-built metrics. Need to connect with your custom data? Use our Query Builder and Modeller to get, join, and prep all of your own data, from APIs to spreadsheets, and databases. Then visualize and share your metrics, beautiful dashboards, and PDF reports with your team, and start making better decisions today. Start today. FREE.

Starting Price: $99.00 per month

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AYTM

aytm

Whether you’re looking for a robust consumer insights platform or an experienced partner, aytm has the technology and the people you need to tap into your consumer's voice, collect actionable insights, and advance your market research initiatives. Put plainly, we’re an intech (insights technology) company. But we’re not all that plain. Some see us as their go-to research connoisseur. Others see us as a self-serve insights buffet. We like to think of ourselves as a complex, multifaceted organism that thrives on curiosity and spits out understanding. - A predictive sample engine to find and segment audiences with ultimate precision from a pool of over 100 million global respondents - A survey authoring tool that puts teams on the same page to design, edit, and collaborate on simple and sophisticated studies - An insights dashboard that delivers real-time results—allowing you to explore and analyze the platform, as well as easily share your findings with stakeholders

Starting Price: $150/month/user

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NaturalText

NaturalText A.I. helps you get more out of your data. Discover relationships, create collections, and unveil hidden insights in documents and other text-based data. NaturalText A.I. uses novel artificial intelligence technology to uncover hidden relationships in data. The software uses various state-of-the-art methods to understand context, analyze patterns, and reveal insights—all in a human-readable way. Reveal insights hidden in your data. Finding everything hidden in your text data is a difficult, if not impossible, task. With traditional search, you can only locate information related to a document. NaturalText A.I., on the other hand, uncovers new information within millions of documents, including scientific papers and patents. Use NaturalText A.I. to reveal insights in the data you are currently missing.

Starting Price: $5000.00

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Stimulsoft BI Server

Stimulsoft

Stimulsoft BI Server is a complete client-server application for Business Intelligence, which you may use for work with reports and analytics. The client side allows you to visualize the data, and the server side enables you to process and store them. The server contains the functionality for a full cycle of work from creating and editing a template to transferring finished documents to the user.

Starting Price: $1,999.95

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Userpilot

Userpilot is an all-in-one platform for Product & UX teams. It combines Product Analytics, In-app Engagement and In-app Surveys to help you increase product adoption through powerful in-app experiences, actionable product analytics and user feedback. Userpilot allows Product, UX, marketing and Customer Success teams to build user onboarding flows, launch product announcements, improve your UX & product adoption, provide self-serve support, and collect feedback in-app , all code-free. It also provides powerful Product Analytics tools (funnels, trends, paths, cohorts) so you can make informed, data-driven product decisions. With its Custom Dashboards, you can build bespoke analytics dashboards by dragging and droping your favorite reports or using a ready-made template. We also provide event autocapture and session replay. Integrations: Mixpanel, Amplitude, Heap, Intercom, Segment, Webhooks, HubSpot, Salesforce.

Starting Price: $249 per month

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ATLAS.ti

ATLAS.ti Scientific Software Development GmbH

Import from any source and manage all of your data and files in one software package. Then, start discovering valuable insights using intelligent automation to make more informed decisions – in hours, not days. Generate deep insights automatically, leveraging the latest AI and machine learning algorithms for faster results. Simply use codes to tag qualitative insights, and embrace auto coding plus team collaboration for lightning-speed outcomes. With ATLAS.ti, you can share your insights through clear visualizations that turn dull numbers into eye-opening results – presenting your conclusions with confidence.

Starting Price: $10/£8/€9 per month

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Statice

We offer data anonymization software that generates entirely anonymous synthetic datasets for our customers. The synthetic data generated by Statice contains statistical properties similar to real data but irreversibly breaks any relationships with actual individuals, making it a valuable and safe to use asset. It can be used for behavior, predictive, or transactional analysis, allowing companies to leverage data safely while complying with data regulations. Statice’s solution is built for enterprise environments with flexibility and security in mind. It integrates features to guarantee the utility and privacy of the data while maintaining usability and scalability. It supports common data types: Generate synthetic data from structured data such as transactions, customer data, churn data, digital user data, geodata, market data, etc We help your technical and compliance teams validate the robustness of our anonymization method and the privacy of your synthetic data

Starting Price: Licence starting at 3,990€ / m

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DATAGYM

eForce21

DATAGYM enables data scientists and machine learning experts to label images up to 10x faster. AI-assisted annotation tools reduce manual labeling effort, give you more time to finetune ML models and speed up your go to market of new products. Accelerate your computer vision projects by cutting down data preparation time up to 50%.

Starting Price: $19.00/month/user

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DashboardFox

5000fish

Dashboards, codeless reporting, interactive data visualizations, data level security, mobile access, scheduled reports, embedding, sharing via link, and more. DashboardFox is a dashboard and data visualization solution designed for business users with a no-subscription pricing model. Pay once and you own the software for life. DashboardFox is self-hosted, install on your own server, behind your firewall. Looking for Cloud BI? We offer managed hosting services, but you still retain ownership of your DashboardFox licenses and data. DashboardFox allows your users to drill-down and interact with live data visualizations via dashboards and reports. Business users can create new visualization in a codeless report builder without needing a technical pedigree. An alternative to Tableau, Sisense, Looker, Domo, Qlik, Crystal Reports, and others.

Starting Price: $495 one-time payment

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Sentinel Visualizer

FMS, Inc

Empowering the demanding needs of intelligence analysts, law enforcement, investigators, researchers, and information workers, Sentinel Visualizer is the next generation data visualization and analysis solution for your big data. With cutting edge features and best-of-breed usability, Sentinel Visualizer provides you with insight into patterns and trends hidden in your data. Its database driven data visualization platform lets you quickly see multi-level links among entities and model different relationship types. Advanced drawing and redrawing features generate optimized views to highlight the most important entities. Social Network Analysis (SNA) metrics reveal the most interesting suspects in complex webs. With advanced filtering, squelching, weighted relationship types, shortest path analysis, timelines, and integrated geospatial features, Sentinel Visualizer helps you maximize the value of your data.

Starting Price: $2,899

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Aqua Data Studio

AquaFold, an Idera, Inc. company

Aqua Data Studio is a multiple-platform, integrated development environment (IDE) for data. It provides benefits to a variety of data-centric roles, allowing them to manage a wide range of data sources. Aqua Data Studio provides scalable, cross-platform data management, supporting IT and data-centric specialists, including developers, database administrators, as well as data analysts, data modelers, and data architects. Simplifies tedious tasks involving SQL queries, data, result sets, schema, data models, files, instances, servers, as well as automation. Aqua Data Studio can be installed on the three popular operating systems: Microsoft Windows, Apple macOS, and Linux. The graphical user interface can display the nine of the most widely spoken languages: English, Spanish, French, German, Korean, Portuguese, Japanese, and Chinese. Aqua Data Studio supports over 40 of the most popular data source platforms, including relational, NoSQL, as well as managed cloud data source

Starting Price: $499 per user per year

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PrecisionOCR

LifeOmic

PrecisionOCR is a ready-to-use, secure, HIPAA-compliant, cloud-based platform for extracting medical meaning from unstructured documents using Optical Character Recognition (OCR). PrecisionOCR uses custom Optical Character Recognition and AI algorithms to convert PDFs/JPEGs/PNGs into structured, searchable documents. Organizations can work with our team to build OCR report extractors which look for specific types of information to extract or highlight to reduce the noise that comes from extracting all of the data within a document. Natural language processing (NLP) and machine learning (ML) power the semi-automated and automated transformation of source material such as pdfs or images into structured data records that integrate seamlessly with EMR data using HL7s FHIR standards. Data can be automatically stored along side patient records. Our OCR document classification is also available along with multiple ways to integrate including API and CLI support.

Starting Price: $0.50/Page

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Oracle Analytics Cloud

Oracle

Oracle Analytics is a complete platform for every analytics user role. AI and ML are embedded throughout the platform to accelerate productivity and power better business decisions. Choose either Oracle Analytics Cloud, our cloud native service, or our on-premises solution, Oracle Analytics Server, both of which help you avoid compromising security and governance. Oracle Analytic addresses all needs of business users from data to decision. Oracle Analytics can help you solve your business problems with built in data preparation and enrichment, no-code machine learning and industry leading data visualization.

Starting Price: $16 User Per Month - Oracle An

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FastCube VCL

Fast Reports

It is not just a new generation of “Decision Cube” and much more than Pivot Grid control, it is a powerful high-speed standalone OLAP-cube engine! Integrate FastCube OLAP-library to your application, prepare data (or several data sets) that will be necessary for your end-users, and bring Business Intelligence directly into your application! Give freedom of report creation to your end-users – support them in getting reasonable decisions! FastCube VCL is a set of components for implementation in-memory data cube, OLAP operations, can be used for creating pivot table reports. It supports Delphi 7-XE8, C++Builder 2005-XE8, Embarcadero RAD Studio 10 - 11 and Lazarus. Your customers will no longer need Excel-tables for multi-dimensional data analysis and cross-tab reporting! FastCube components can be built into the interface of host applications. FastCube end users do not require high programming skills to build reports. FastCube is a set of OLAP Desktop components for Delphi.

Starting Price: $199.00/developer

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Best Data Analysis Software - Page 2

Compare the Top Data Analysis Software as of February 2026 - Page 2

AnswerDock

FS.net

Windsor.ai

Bitclu

DataClarity Unlimited Analytics

Improvado

Zebra BI

Dataiku

Minitab Statistical Software

BVMax

Germain UX

SAS/STAT

Alation

Smart Inventory Planning & Optimization

Supermetrics

Tellius

Klipfolio

AYTM

NaturalText

Stimulsoft BI Server

Userpilot

ATLAS.ti

Statice

DATAGYM

DashboardFox

Sentinel Visualizer

Aqua Data Studio

PrecisionOCR

Oracle Analytics Cloud

FastCube VCL

Best Data Analysis Software - Page 2

Compare the Top Data Analysis Software as of February 2026 - Page 2

AnswerDock

FS.net

Windsor.ai

Bitclu

DataClarity Unlimited Analytics

Improvado

Zebra BI

Dataiku

Minitab Statistical Software

BVMax

Germain UX

SAS/STAT

Alation

Smart Inventory Planning & Optimization

Supermetrics

Tellius

Klipfolio

AYTM

NaturalText

Stimulsoft BI Server

Userpilot

ATLAS.ti

Statice

DATAGYM

DashboardFox

Sentinel Visualizer

Aqua Data Studio

PrecisionOCR

Oracle Analytics Cloud

FastCube VCL

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