Best Business Analytics Software
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PRODUCTS
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PRICE GUIDE
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BUYER'S GUIDE
Buyer's Guide
By Ritinder Kaur, Market Analyst at SelectHub
Fortune Business Insights places the market value of the global big data analytics market at $307.52 billion in 2023, and it’s likely to increase to $745.15 billion by 2030.
We don’t need these numbers to remind us that big data is increasing exponentially. It’s coming at us from all directions and doesn’t all look the same. Using it for business analytics requires competent software tools.
You've come to the right place if you’re in the market for a business analytics solution. This buyer’s guide will help you identify your requirements and goals and give tips and resources to select a best-fit solution.
Executive Summary
- Business analytics involves business oversight, strategy and short and long-term planning.
- The right business analytics system can drive profits and provide critical decision support for planning and innovation.
- Key features of business analytics systems include data management, querying, reporting, dashboarding and data visualization.
- Prescriptive analytics, cloud deployments and acting on insight within dashboards are new business analytics trends.
- Determining your must-have features and planning a selection strategy is an essential first step.
- Prepare a list of questions to ask internally and analytics software companies before making a final decision.
- What Is Business Analytics Software?
- Primary Benefits
- Implementation Goals
- Basic Features & Functionality
- Advanced Features To Consider
- Current & Upcoming Trends
- Software Comparison Strategy
- Cost & Pricing Considerations
- The Best Business Analytics Software
- Questions To Ask Yourself
- Questions To Ask Vendors
- Next Steps
- Product Comparisons
- Additional Resources
What Is Business Analytics Software?
Business analytics software solutions are tools for analyzing organizational information to support performance tracking, decision making and planning.
Business analytics involves finding ways to boost revenue by designing and maintaining winning strategies and optimizing company resources. It includes answers to questions like — Is everything going as planned? Did market trends change?
Finding ways to maintain the company’s course or modify it when necessary is business analytics.
Activities include analyzing employee performance, customer relationships, inventory, expenses, sales, revenue and budgeting data. This practice helps plan how your organization should function.
A common question is — how are BI and business analytics related?
You can consider each one as either the child or parent of the other. Business analytic software isn’t a separate category. Rather many BI tools serve as business analytics platforms.
Read our business intelligence vs. business analytics article for more.
Tabular and graphical reports, dashboards, visualizations and statistical functions are inherent business analytics tools and should feature on your ask list when talking to analytics software companies.
Business analytics also involves forecasting market and buyer trends. Predictive analytics is crucial to data analysis, with businesses seeking greater control over the future.
Business analytics programs can be
- Spreadsheet software
- BI and analytics tools
- Performance management software
- Statistical software
- Project management software
- Accounting software
- Automated Reporting Tools
- Big Data Analytics Tools
- Big Data Visualization Tools
- Business Intelligence Tools
- Client Reporting Software Tools
- Cloud BI Solutions
- Custom Reporting Software Tools
- Data Analytics
- Data Cleaning Tools
- Data Discovery Tools
- Data Integration Tools
- Data Management Tools
- Data Preparation
- Data Warehouse Reporting Tools
- Data Warehouse Tools
- Diagram
- Ecommerce Analytics Software Tools
- Embedded Analytics Tools
- Enterprise Reporting
- ETL Tools
- HR Analytics
- OLAP Tools
- Predictive Analytics
- Qualitative Data Analysis
- Self-Service BI Tools
Primary Benefits
Business analytics can guide your company to achieve its objectives, provided you have access to accurate information, clear goals and a data-driven approach.
Improve Profitability
Whether you’re a B2B or B2C enterprise, business analytics improves operations, productivity and product quality.
You can optimize inventory levels and avoid stockouts by forecasting demand. Customer churn is less likely when you know how much to order and when. No more “Out of stock” notifications means more satisfied buyers.
Data on customer behavior, market trends and competitor pricing helps you optimize product costs and better position your offerings. You can decide which products to promote and which ones to deprioritize.
Minimize financial loss via risk management — factor in economic conditions, buyer behavior, supply chain disruptions and regulatory changes to make informed decisions.
Track Performance
Key performance indicators (KPIs) are excellent tools to monitor how you’re doing, but things can still go wrong. Downstream processes can stall if the marketing team fails to meet its goals.
Say, you set an introductory discount to kick in after a certain number of leads convert. Based on the revenue projections, you ordered new stock, but it didn’t happen, and now the inventory is backed up.
It’s time for damage control, and business analytics can help you find what went wrong using a root cause analysis. Why did people move away from the sign-up page? Was the webpage glitchy, or did the payment gateway not work?
It’s not just isolated workflows — business analytics extends to monitoring company-wide performance, called enterprise performance management.
It involves keeping track of everyday operations and how they align with the company roadmap.
Directing resources where needed, letting go of loss-making ventures and making changes where necessary — business analytics is behind it all.
Innovate Products
Changing customer preferences keep the market in flux, and even the largest, most agile companies scramble to keep up. You can plan to diversify and discover new product markets with consistent business intelligence and analytics.
And you can do it right from the onset by designing marketing campaigns based on user journey data and segment analysis. Attract new customers by targeting their position in the purchase funnel with a tailored approach that speaks to them.
With KPI monitoring, you can measure the impact of innovation initiatives and make adjustments as you go, informed by accurate and relevant data.
Plan Strategies
Stocking up on products because they sold better this time last year or offering competitive discounts during Super Bowl season — it’s business analytics.
But it isn’t everyone’s forte, requiring statistics and mathematics to analyze data. Functions and calculations are involved, even with the best self-service BI tools.
Drop-down menus, dialogue boxes, and point-and-select and drag-and-drop actions help, but only if you know the ropes.
In the right hands, business analytics gives you a competitive edge with trends forecasting and predictive modeling. Incorporating historical time-series data into regression and what-if analyses helps you plan.
Expert recommendations and analysis of the top BA Software
Implementation Goals
Ask your stakeholders what they hope to achieve with the new software.
It could be different for different people — your C-suite might want to boost profits by getting in more customers, while the business analyst expects to ramp up query performance.
Goal 1 Stay Competitive |
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Goal 2 Improve Customer Experience |
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Goal 3 Streamline Operations |
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Goal 4 Deliver Instant Insight |
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Expert recommendations and analysis of the top Business Analytics Software
Basic Features & Functionality
Let’s get acquainted with the primary business analytics platform capabilities.
Source Connectivity |
Your business analytics tool should connect to the following:
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Dashboarding and Data Visualization |
The solution should allow single-screen, customizable views of your metrics and critical data points. Interactivity using mouse, cursor and tooltips is handy for viewing the desired data. Drill-down and drill-through capabilities help you explore data to the desired level of granularity. Can the platform give you a wider graphics variety by integrating with third-party providers? The dashboards should be embeddable into web pages. Auto-refreshing dashboards give you the latest insight. |
Data Management |
Your business analytics solution should allow data blending, preparation, exploration and model-building. Advanced data preparation using Python and R libraries helps tackle complex data. Data governance supports information integrity by allowing you to configure and enforce business rules. Metadata Reference indexing and data catalogs keep the data sources discoverable and manageable. Most data is multidimensional, so OLAP analysis is essential. |
Data Querying |
The platform must be able to run queries on different data structures, schemas and aggregated data. You should be able to write, modify and schedule simple SQL queries or use code-free drag-and-drop tools. The platform should let you run subqueries, filtering, unions, intersections and calculated conditions. In-memory analysis reduces the need to retrieve the same data again, saving time and power. Direct querying of live source connections should be possible. |
Data Analytics |
R and Python integrations help you perform sophisticated data manipulation and analysis. The solution should have built-in functions and formulae to derive useful information. |
Reporting |
Not every report is canned, though they have their uses. Ad hoc reporting is in demand, so this functionality is a must, irrespective of the size of your organization. So is interactivity — wouldn’t it be great to do more with reports? And the same goes for exporting reports in standard formats like HTML, Excel, CSV and PDF. Report versioning and scheduling are must-have capabilities. Conditional formatting lets you set conditions so the system highlights the cells that satisfy them. Being able to trigger reports when KPIs achieve specific values might not be a deal-breaker, but consider it if your budget permits. |
Embedded Analytics |
Embedded analytics software must run in the background, silently feeding values to the host application. It should serve multiple tenants while maintaining total data privacy, so when you log in, it should present data relevant to your role. Embedding isn’t only about presenting data within the host application. It’s also about configuring trigger-based workflows in the host application. The solution must allow updating records in the host application to sync with the analysis results — secure write-backs are essential. Dashboard and report rebranding using logos, fonts and colors should be possible. |
Security and User Management |
With great power comes great responsibility. And with data access comes the onus to keep it safe. Your solution must allow user management the option to grant role-based access. Administrators should be able to manage authentication protocols, monitor usage and track activity. |
The above list should support your preliminary analytics tools comparison.
Create a business analytics requirements list to determine your needs. Do you seek to add business analytics over a BI tech stack? Call us to receive advice from the experts.
Business analytics solutions are often suites of multiple software, each serving a different purpose. There might be some overlap in functionality, which is fine unless it confuses your users or results in duplicate workflows.
A clear implementation strategy can help here.
Expert recommendations and analysis of the top Business Analytics Software
Advanced Features To Consider
Consider these advanced capabilities if your budget allows it or you plan to expand your business. Knowing about these top-of-the-line capabilities can guide your analytics tools comparison.
Advanced Connectivity |
The tool should connect to
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Advanced Dashboard Features |
The system should support R and Python libraries for creating sophisticated visualizations. Animations enhance presentations by showing changes across groups or periods in time. |
Predictive Analytics |
Analytics applications that use Predictive Model Markup Language (PMML) describe predictive models similarly, making their import/export easier. Not having this capability means relying on your proprietary software to define the format or using AutoML to move predictive models between applications. Text mining, time series and what-if analysis are useful predictive analytics techniques. Clustering, regression, segmentation, cohort and sentiment analysis are others. Statistical functions are essential for handling the various calculations, though these may vary by software. |
Augmented Analytics |
Automation is a significant benefit of artificial intelligence (AI), accelerating analytics and freeing you from repetitive tasks. Thanks to automation, dataset matching, joining, tagging and annotation happen before data preparation. You can set up automation to generate forecasts, find segments in datasets, issue outlier alerts and display relevant insights before you start exploring. |
Expert recommendations and analysis of the top Business Analytics Software
Current & Upcoming Trends
Buying software is a long-term commitment, and learning about industry trends helps you plan better today. Acquiring advanced capabilities at today’s price might save you from spending more for those features later.
Augmented Analytics Takes Center Stage
Automation and artificial intelligence (AI) have done wonders for data pipelines, speeding up processes like never before. Data processing is faster with AI systems able to understand and answer in natural language.
Some software vendors offer voice-based querying, including the software suggesting possible next steps. Predictive suggestions and search recommendations are life savers when hustling for information.
Having the software suggest datasets to analyze and possible visualizations for the selected data points is instant, quick and intuitive.
Augmented analytics platforms are evolving and hold tremendous potential to enhance business analytics.
Predictive and Prescriptive Analytics Will Lead The Way
Predictive modeling is popular — almost every vendor worth their money advertises it as a unique selling point of their software. As one tasked with procuring a business analytics tool, you’ll likely read about it in every vendor proposal. Well, it’s as good as it sounds.
Predictive analytics can illuminate the way by interpreting your existing data to forecast your business health, upcoming opportunities and market trends.
Beyond predictions lies action — prescriptive analytics. Using business intelligence, data mining, analytics and AI, your software can offer options for proceeding with the information.
The decisions lie with your top management, of course, but having your options in black and white saves time. It helps business analytics companies become proactive instead of reacting to changes.
Cloud-Based Analytics
With an easy-deployment, no-maintenance model, cloud-based business analytics software are available with the click of a few buttons.
SaaS (Software-as-a-Service) platforms and private/public cloud services are fast, lightweight and scalable.
Many enterprises are embracing the cloud, using a common user directory or identity provider, federated protocols like Security Assertion Markup Language (SAML) or custom integrations to sign in.
It lets you work with your host application and the business analytics platform, whether they’re in the cloud or on-premise.
The ease of cloud data access does away with the need to install expensive infrastructure on-premise.
Cloud deployment is an evolving trend, with business analytics companies offering BI solutions for financial services, pharmaceuticals, manufacturing and healthcare.
And innovations like the universal semantic layer will continue to attract enterprises to the cloud.
Take Action Within Dashboards
Till recently, dashboards and visualizations were evolved cousins of tabular reports, giving you the required insight at a glance.
Now they can be more.
Say purchases are down, and you need to pause orders — to do this, you need to navigate to the supplier portal in your procurement application.
What if you could do the same from within the dashboard itself?
Some software vendors are trying to close this gap between information and action — Tibco Spotfire being one with its Cloud Actions module.
It integrates with TIBCO Cloud Live Apps and TIBCO Cloud Integration to let you trigger transactions directly from data visualizations and update records in the application.
This trend seems likely to catch on — it lets you take proactive action with almost no context-switching and database connectivity for record syncing.
Read more in our Business Analytics Trends article.
Expert recommendations and analysis of the top Business Analytics Software
Software Comparison Strategy
A business analytics solution is a combination of two or more software solutions ranging from BI, statistical and spreadsheet platforms to documentation tools.
It’s why integration is a prime consideration. But a solution that integrates well might not be great at presentation, so you need a reporting tool. How can you make sense of all the combinations and still cover all your requirements?
Our Jumpstart Platform makes comparing software easy with scorecards that lay it out in black and white for you. A four-tier scoring system evaluates features, requirements and modules, giving an overall score to each product.
Conduct in-depth research about the vendor by reading customer reviews and case studies.
Cost & Pricing Considerations
The average cost of business intelligence software is $3000 per year, ranging from $600 to $6000. Small to mid-sized businesses are likely to spend $10,000 to $100,000 annually on data analytics, with a minimum of $70 per user per month.
To factor in hidden costs, calculate the short and long-term overheads before deciding.
- Determine if the software’s pricing structure aligns with your budget. Does it meet your functional requirements, user capacity and data processing needs?
- Consider the total cost of ownership beyond the initial license fee. What will implementation, customization, training, upkeep, upgrades and support cost you? How much will scaling the software cost?
- Calculate the expected return on investment (ROI) with a cost-benefit analysis. Do the benefits balance out the cost?
Get our free pricing guide to determine which business analytics companies are in your price range.
See prices for the top BA Software... Plus get important questions to ask.
The Best Business Analytics Software
Our analysts curated some of the top business analytics solutions on the market. Check out our picks below!
Power BI
What It Does
Microsoft Power BI is an analytics solution supporting business analytics with reporting, visualization and dashboarding. Automated workflows enable report generation by extracting, transforming and loading data into a vendor-managed database.
The solution integrates with other Microsoft platforms, including Microsoft 365 and Outlook. You can embed interactive reports within PowerPoint presentations.
Ask a question in the Q&A box or tap an icon to open the underlying report. Source
Product Overview
User Sentiment Score | 88% |
Analyst Rating | 90 |
Company Size | S | M | L |
Free Trial Info | Free Power BI Pro and Premium Per User (PPU) trials are available. The Desktop version is perpetually free. |
What It’s Best For
Capability | SelectHub Analyst Score |
---|---|
Data Management | 100 |
Embedded Analytics | 100 |
Dashboarding and Data Visualization | 94 |
Data Querying | 90 |
Reporting | 89 |
Pros and Cons From User Reviews
Pros | Cons |
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Its seamless integration with Microsoft systems was a significant benefit, said about 96% of users. | About 85% of users mentioned its steep learning curve as a blocker to adoption. |
About 86% of users said the tool had an excellent ERP system and warehouse connectivity. | Around 56% of users said it was value for money, but 44% found it expensive. |
Around 98% of users commended its intuitive visualization builder, ready-to-go templates and formatting options. | Over 96% of users said it was resource-heavy and deployment took too long. |
Oracle Analytics Cloud
What It Does
It’s a cloud-based reporting and analytics platform offering data prep and visualization. Augmented analytics allows anyone with basic software skills to run queries for business analysis.
Machine learning (ML) drives data modeling and auto-charting for visualization. Collaboration is available with role-based access permissions by the dashboard.
Building a data model in Oracle Analytics with conditional formatting. Source
Product Overview
User Sentiment Score | 84% |
Analyst Rating | 87 |
Company Size | S | M | L |
What It’s Best For
Capability | SelectHub Analyst Score |
---|---|
Dashboarding and Data Visualization | 97 |
Data Management | 95 |
Reporting | 93 |
Advanced Analytics | 89 |
Data Querying | 88 |
Pros and Cons From User Reviews
Pros | Cons |
---|---|
All users citing interactivity praised the platform's drill-down and filter features. | About 88% of users complained support was unreliable and slow to respond. |
About 95% of users said the platform had robust reporting features. | Around 74% of users reviewing pricing said the solution was expensive. |
About 83% of users found it user-friendly. | Approximately 20% of users mentioned occasional performance lag. |
MicroStrategy
What It Does
MicroStrategy is an analytics platform that deploys flexibly in the cloud using containers. The solution supports data integration and ETL, connecting to over 200 sources and platforms.
Features include interactive dashboards, natural language processing (NLP) and self-service visualization building. The solution has predictive modeling, statistical and data mining capabilities.
User permissions are configurable at the administrator level in MicroStrategy. Source
Product Overview
User Sentiment Score | 82% |
Analyst Rating | 86 |
Company Size | M | L |
What It’s Best For
Capability | SelectHub Analyst Score |
---|---|
Dashboarding and Data Visualization | 100 |
Data Management | 100 |
Advanced Analytics | 98 |
Reporting | 89 |
Embedded Analytics | 82 |
Pros and Cons From User Reviews
Pros | Cons |
---|---|
All users reviewing reporting said the platform was robust and efficient. | All of the users reviewing pricing rated it as expensive. |
All users commended its mobile analytics capabilities. | Over 91% of users said implementation was tedious and time-consuming. |
More than 87% of users found it intuitive. | Around 81% of users said the solution had a steep learning curve. |
Spotfire
What It Does
TIBCO Spotfire is an AI-driven business intelligence and data discovery platform. Streaming data integration enables near-real-time insight via intuitive dashboards and visualizations.
You can learn about the product through free e-learning courses on the vendor’s website. A proactive user community makes Wiki entries and free dashboards publicly available.
Answer business questions with custom data views. Source
Product Overview
User Sentiment Score | 84% |
Analyst Rating | 83 |
Company Size | S | M | L |
Free Trial Info | The vendor offers a 30-day free trial. |
Starting Price | $0.99 |
What It’s Best For
Capability | SelectHub Analyst Score |
---|---|
Data Management | 99 |
Dashboarding and Data Visualization | 91 |
Advanced Analytics | 88 |
Reporting | 84 |
Data Querying | 79 |
Pros and Cons From User Reviews
Pros | Cons |
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Over 91% of users appreciated the report generation solution. | All users citing analytics said the tool analyzes small datasets better. |
Mentioning dashboards, 86% of users said they were happy with the customizations. | All users reviewing resources said more help documentation was needed. |
Around 78% of users praised its interactive visualizations. | About 75% of users said performance while handling large datasets could be better. |
Qlik Sense
What It Does
It’s self-service analytics software with an AI module that offers context-aware suggestions and recommendations. The Qlik Insight Bot suggests search terms, results and visualizations based on browsing history.
The system encrypts data at rest, with row and column-level permissions.
A performance dashboard shows the sales figures by store with a YoY comparison.
Product Overview
User Sentiment Score | 85% |
Analyst Rating | 85 |
Company Size | S | M | L |
Free Trial Info | The vendor offers a 30-day free trial. |
Starting Price | $30 |
What It’s Best For
Capability | SelectHub Analyst Score |
---|---|
Data Management | 100 |
Dashboarding and Data Visualization | 100 |
Advanced Analytics | 95 |
Data Querying | 92 |
Reporting | 88 |
Pros and Cons From User Reviews
Pros | Cons |
---|---|
Around 86% of users said the solution was easy to use. | About 90% of users said implementing security was tricky. |
Nearly 85% of users said it had a short learning curve. | Around 86% of users complained about limited customization. |
About 81% of users appreciated its embedded analytics capabilities. | About 86% of users who mentioned pricing said it was costly. |
Around 77% of users were impressed with the interactivity and responsiveness of its visualizations. | Nearly 78% of users said the platform’s sharing and collaboration capabilities left much to be desired. |
Expert recommendations and analysis of the top Business Analytics Software
Questions To Ask Yourself
Finalizing requirements may involve a few discussion rounds with everyone involved. Ask the right questions within your organization to understand stakeholder expectations.
- What are your biggest analytics challenges?
- What are our integration requirements?
- What level of customization will we need?
- How many employees will use the software? Will they need training?
- Do we have the technical resources, or must we rely on the vendor?
Questions To Ask Vendors
Asking the right questions can save you time and much heartburn later. Additionally, it gives vendors a clear picture of your expectations.
About the Software
- What's the workflow for creating and populating a new dashboard with metrics and KPIs?
- How does the system connect to new and existing data sources?
- How often do you offer updates and enhancements?
- How can your software’s capabilities benefit companies in my industry?
- What are its core strengths?
About the Vendors
- What kind of customer support do you provide?
- How many years of expertise do you have in the industry?
- What company sizes do you typically work with?
- How does your technical support team handle help requests?
- How long does onboarding usually take?
Expert recommendations and analysis of the top Business Analytics Software
Next Steps
The best business analytics solutions integrate with your tech stack, improving the way you do business. They drive revenue-boosting processes, reduce turnarounds and speed up development and delivery cycles.
Whether you’re a CFO, manager or procurement executive tasked with selecting a business analytics solution, this buyer’s guide gives you the tools and resources to succeed.
Reach out to analytics software companies with questions and a request for proposal (RFP).
Get our free analytics tools comparison scorecard with a module-based rating of the leading business analytics platforms. Learn what each module offers with a detailed description of each underlying feature rated from zero to 100.
Shortlist vendors after reviewing their responses and reach out to them for final discussions, starting at the top of the list.
Good luck!
Product Comparisons
- Power BI vs. Oracle Analytics Cloud
- Power BI vs. MicroStrategy
- Power BI vs. Spotfire
- Power BI vs. Qlik Sense
- Power BI vs. Tableau vs. Qlik Sense
- MicroStrategy vs. Oracle Analytics Cloud
- Spotfire vs. Oracle Analytics Cloud
- Qlik Sense vs. Oracle Analytics Cloud
- MicroStrategy vs. Spotfire
- MicroStrategy vs. Qlik Sense
Additional Resources
Top 10 Business Analytics Tools Leaders by Analyst Rating (of 109 products)
(of 109 products) GET THE IN-DEPTH REPORT- Advanced Analytics
- Augmented Analytics
- Dashboarding and Data Visualization
- Data Management
- Data Querying
- Embedded Analytics
- Geospatial Visualizations and Analysis
- Internet of Things (IoT) Analytics
- Mobile BI
- Platform Functions
- Reporting
- Availability & Scalability
- Data Sources Connectivity
- Deployment Options
- Extensibility
- OS Support
- Security
- License Type
- Professional Services and Maintenance
- Training
- User Support
- Vendor Information
Products found for Business Analytics Tools (Page 3)
Appsee
Appsee (acquired by ServiceNow) is designed to perform analytics on mobile apps. It provides developers insight into how customers interact with their app in order to improve it. Appsee is not currently taking on new customers after being acquired by ServiceNow in 2019.
SAP Business Analytics
SAP Analytics is a collection of data warehousing and analytics platforms that help businesses discover, share and act on meaningful patterns in proprietary data. It includes SAP HANA, SAP BI and SAP Analytics Cloud, SAP BW/4HANA and SAP Data Warehouse Cloud. SAP Analytics offerings analyze business data in order to describe trends, make predictions, improve performance, recommend best actions and guide decision-making at various levels throughout an enterprise.
Attivio
Attivio Active Intelligence Engine is a unified information access platform that delivers enterprise data analytics to businesses of all sizes. It aims to reduce the costs of licensing, maintenance, servers and storage that many analytics solutions charge while providing a powerful reporting tool.This platform blends both structured and unstructured data without requiring users to perform data modeling in advance. Its user-friendly search queries put data exploration and analysis in the hands of users of all technical levels.
800response
800response provides lead generation solutions by offering free vanity and local tracking numbers for businesses to streamline their operations. It helps enterprises set up geographical phone leads according to the area code, country zip code, nearest business location and contact number exchanges. Its full suite delivers call routing, call tracking, customer analytics and automated speech analytics.
Sisense For Cloud Data Teams
Formerly known as Periscope Data, Sisense for Cloud Data Teams is a data analytics software tool that integrates seamlessly with the Sisense platform, offering advanced analytics that delivers actionable insights to teams that work with data in the cloud. It provides a single, cohesive interface for users to store, organize, analyze and visualize all their data for better decision-making. It empowers users of all kinds to produce, consume and share insights intuitively together, with or without coding knowledge. Originally founded in 2012 in San Francisco, California, it was acquired by Sisense in May 2019 and rebranded in January 2020.
Zendesk Explore
Zendesk Explore is an analytics solution that provides customer behavior and agent performance metrics for reporting and analytics. It enhances the existing Zendesk support suite’s capabilities through pre-built and custom visualizations, enabling deep-dive analysis of customer support data through filters. Reports can be shared with others across the organization on a one-off or recurring basis through automated email delivery configuration. Explore Lite provides view-only access to pre-built dashboards and is available with all versions of the support suite. Though it is included in the Professional plan also, live dashboards and advanced sharing capabilities are provided only with the Enterprise version.
Microsoft Machine Learning Server
Microsoft Machine Learning Server is an AI-enabled enterprise intelligence solution with big data capabilities. With full R and Python support, it produces predictive and retrospective analytics, with the ability to score structured and unstructured data. It is fully machine learning enabled, with options to train or use prebuilt trained models. It integrates with major open-source resources and other Microsoft entities like Azure. Its web service publishing and operationalization features streamline putting insights to work.
Stratifyd
Stratifyd is a self-service AI-powered platform for businesses to get the most out of their customer data, improve customer experience, automate workflows and reveal issues. It derives real-time insights through a comprehensive analysis of multi-structured customer experience data from various sources. Its machine learning and predictive modules take human bias out of the equation while analyzing feedback or identifying trends, topics and impacts faster. Organizations can leverage its natural language understanding (NLU) module to unearth customer insights from audio channels, and track language and speech patterns. The vendor provides free and subscription-based pricing models along with a free trial to test its modules. They also offer robust security and reporting protocols to comply with CCPA, GDPR, PCI-DSS 3.0 and SOC2 type 2.
Columbus Global
Columbus Global is a well-known platform that ranks 123 among all ERP Software according to our research analysts. Starting from $0, Columbus Global is priced free of charge to start. Columbus Global can be deployed in the cloud and on-premise and is accessible from a limited amount of platforms including Windows and Linux devices.
Halo BI
Halo BI is a platform that combines supply chain management with data analytics and visualization to provide logistics companies self-service access to insights. By consolidating information from a multitude of sources, it helps users make faster and more accurate business decisions based on trends, patterns and relationships within data. It delivers a collaborative end-to-end experience for users looking to make decisions confidently, backed by enterprise data. It is available either on-premise, as a SaaS or a PaaS. The vendor also offers data science advisory services and technical consultation.
Style Scope
Style Scope is inetSoft’s analytics component of its overarching Style Intelligence solution. It allows in-depth data harvesting and processing with some reporting tools, though the bulk of that weight is carried by Style Report. It’s web-based, allowing for real-time data processing and viewing from any web-accessible device. It offers live visualizations that allow for continuous monitoring and automatic notifications based on certain triggers.
Entrinsik Informer
Entrinsik Informer is an extensible, web-based data analytics platform that helps organizations make informed business decisions in competitive business markets. It facilitates accessing, analyzing, blending and cleansing data located both on-premises and in the cloud. It simplifies data discovery and self-service data analysis.
Tableau Big Data
Tableau is a data visualization platform that can perform big data analytics. Users can leverage well-known frameworks such as Apache Hadoop, Spark and NoSQL databases to meet their data needs. It simplifies the management, sorting and analysis of information through a single, digestible dashboard. Businesses can incorporate data from all sources and visualize it in a myriad of ways to acquire insights. The vendor offers three versions — Tableau Online, Tableau Desktop and Tableau Server.
Oracle Business Intelligence Cloud Services
Oracle Business Intelligence Cloud Services is an analytics and reporting solution that serves an entire organization’s strategic and analytic needs. It offers agile visual analytics, powerful self-service data discovery and operational analysis to provide insights into business practices. From a centralized management hub, users get scalable, secure and reliable performance that is easy to use for any level of data literacy.The business suite offers users an end-to-end, integrated system that provides users insight into their company from a centralized hub. Users can create visuals, collaborate on reports and make better data-driven decisions.
InfoZoom
InfoZoom is a data analysis solution that analyzes millions of data points within seconds to make data-driven decisions. It performs data profiling to boost transparency, streamline processes and optimize communication. It enables users to clean data by eliminating duplicates, special characters, format errors and data gaps while identifying critical data constellations to prepare data for advanced analysis. It offers modules such as data filtering, combining various data sources, data checking, data quality management, advanced analysis and more.
Qlik Analytics
Qlik Analytics is a development platform that helps businesses build, embed and deploy custom analytics at scale through rich frontend and backend APIs. Its modern development environment enables users to create, test and configure data models and visualizations. It enhances and improves the user experience by embedding visual, interactive analytics right where they work. It covers a wide spectrum of analytics use cases, from dashboards and reports to custom apps.The company's main offering Qlik Sense meets full analytics needs and is available in Business and Enterprise editions.
IDOL
IDOL analytics from Micro Focus offers advanced enterprise data analysis and search for unstructured data sets. Through machine learning, it lets users analyze text, audio, video and image data from almost any source. It provides real-time information to help users focus on valuable data, prioritize information and make data-driven decisions.
Style Intelligence
InetSoft Style Intelligence is a self-service BI platform, merging analytics from its proprietary Data Block technology in its Style Scope product with enterprise reporting visualizations of its Style Report. It utilizes interactive, easy-to-build dashboards to display custom data in real time with the ability to drill-down into specific data points.With machine learning, scaling, in-house technologies and integrations, it is capable of big data analysis and presenting data stand-alone or embedded in a company’s proprietary interfaces. It is deployable via the cloud or on-premises.
Orbit Analytics
Orbit, which stands for Operational Reporting and Business Intelligence Technology, provides self-service advanced analytics to businesses for on-demand, data-driven decision-making. It pulls data from a wide range of sources, including Microsoft Excel, and enables high-performance data analysis through visualization and reporting. Connecting to more than 200 business applications, it ensures data integrity and security compliance across platforms.Leveraging R for statistical computing, it empowers businesses to make accurate and timely business decisions.
Panintelligence
Panintelligence is a self-service, easy-to-use solution for company-wide reporting. It can display multiple data sources side by side, and the data shown is always live and up-to-date.It is easy to implement, cloud-based and offers multi-tenancy, load balancing, data mining and predictive analytics. Dashboards make it easy for anyone to visualize and communicate complex data in real time. It’s embeddable, highly customizable and reporting is streamlined. User activity can be restricted and audited, with role-based security.
icCube
icCube is a Swiss embeddable analytics solution designed for B2B SaaS product and development teams to deeply embed analytic capabilities inside their applications. Its analytical dashboards blend into the end solution's UI and UX experience. An analytical engine lets users consume complex data models needing sophisticated security.It's a single Java process with definition files, allowing integration with any architecture. Companies can also package/containerize and deploy anywhere. Its dev2dev approach acknowledges each company's highly specific needs. icCube's dev team accompanies clients to successfully and quickly get into production.
ALERE ERP
ALERE ERP is a well-known software product that ranks 208 among all ERP Software according to our research analysts and 12 crowd-sourced reviews from 1 source. Starting from $5950, ALERE ERP is priced on the high end, has offered a free trial in the past and is most fitting for companies on the small or medium side. ALERE ERP can be deployed in the cloud and on-premise and is accessible from a limited amount of platforms including Windows devices.
Reveal BI
Reveal is a purpose-built data analytics solution that empowers everyone within an organization with sophisticated insights they can use to make smarter business decisions. It allows users to connect to their data and create visualizations and interactive dashboards to monitor KPIs and trends in real-time. Through a self-service model, it encourages users to view, explore and share meaningful business insights and drive data-informed decision making. It is available for both on-premise and cloud-based SaaS deployment. It offers a seamless experience across web, Windows, iOS and Android. Pricing varies, with a fixed annual rate subscription model for embedded offerings and monthly to annual subscriptions billed on a per-user basis for individual licenses.
Cogiscan
FSWorks
FSWorks is a well-known software product that ranks 213 among all Manufacturing Software according to our research analysts and 1 crowd-sourced review from 1 source. Starting from $0, FSWorks is priced free of charge to start, commonly offers a free trial and is most advisable for businesses large and small. FSWorks can be deployed in the cloud and on-premise and is accessible from a limited set of platforms including Windows devices.
FourJaw
FourJaw is a notable software platform that ranks 236 among all Manufacturing Software according to our research analysts and 11 crowd-sourced reviews from 1 source. Starting from $19.99, FourJaw is priced fairly and is most applicable for businesses large and small. FourJaw can be deployed online.
AnalyticVue
AnalyticVue is a rising platform that ranks 99 among all Business Analytics Tools according to our research analysts. Starting from $0, AnalyticVue is priced at no cost when starting, doesn't usually offer a free trial and is most advisable for any sized business. AnalyticVue can be deployed online.
Aphrodite.io
Aphrodite.io is a promising software application that ranks 100 among all Business Analytics Tools according to our research analysts and 2 crowd-sourced reviews from 1 source. Starting from $50, Aphrodite.io is priced below average, offers a free trial on occasion and is most applicable for small-to-mid-sized companies with less than 1000 employees. Aphrodite.io can be deployed in the cloud and on-premise and is accessible from most platforms including Windows, Linux and Apple devices.
Iristrace
Iristrace is a unique software system that ranks 313 among all Manufacturing Software according to our research analysts and 9 crowd-sourced reviews from 1 source. Starting from $11, Iristrace is priced within reason, offers a free trial on occasion and is most advisable for larger sized businesses. Iristrace can be deployed in the cloud.
Amplify Strategy Execution
Amplify Strategy Execution is a rising software tool that ranks 698 among all Business Intelligence Tools according to our research analysts and 6 crowd-sourced reviews from 1 source. Starting from $0, Amplify Strategy Execution is priced free of charge to start, doesn't typically offer a free trial and is most applicable for businesses with hundreds or thousands of employees. Amplify Strategy Execution can be deployed in the cloud.
GainSeeker Suite
GainSeeker Suite is a notable software application that ranks 315 among all Manufacturing Software according to our research analysts and 88 crowd-sourced reviews from 2 sources. Starting from $2195, GainSeeker Suite is priced at a premium, has offered a free trial in the past and is most applicable for business of all sizes. GainSeeker Suite can be deployed in the cloud and on-premise and is accessible from a limited amount of platforms including Windows and Linux devices.
Bizintel360
Bizintel360 is an up-and-coming software platform that ranks 104 among all Business Analytics Tools according to our research analysts and 3 crowd-sourced reviews from 1 source. Bizintel360 can be deployed in the cloud and on-premise and is accessible from a wide array of platforms including Windows, Linux and Apple devices.
AT Internet Web Analytics
AT Internet Web Analytics is a rising software application that ranks 105 among all Business Analytics Tools according to our research analysts and 4 crowd-sourced reviews from 1 source. Starting from $355, AT Internet Web Analytics is priced reasonably, commonly offers a free trial and is most fitting for companies of all sizes. AT Internet Web Analytics can be deployed online and on-premise and is accessible from a wide selection of platforms including Windows, Linux and Apple devices.
Babelfish BI
Babelfish is designed to automate an organization’s sales and marketing intelligence. It draws data from marketing campaigns, CRMs and commerce records to give users insight into customer behavior and demographics. Its NLP-based search function lets users query data in simple language, which it translates into a data query, offering ad-hoc analytics. It uses machine learning to learn behavior’s patterns and needs the more they use it, providing recommendations and guidance for better, faster decision-making.This product isn’t to be confused with the translation program acquired by Bing in 2012.
Altair Data Analytics
Altair Data Analytics is a rising software system that ranks 107 among all Business Analytics Tools according to our research analysts. Starting from $0, Altair Data Analytics is priced initially at no cost, doesn't typically offer a free trial and is most suitable for all company sizes. Altair Data Analytics can be deployed online and on-premise and is accessible from a handful of platforms including Windows and Linux devices.
Zuar Runner
Zuar Runner (formerly Mitto) is an automated data pipeline platform that ingests raw data from disparate sources, including relational and non-relational databases, flat files and REST APIs. It cleans, models and transforms information to create intuitive visuals. It retains source information for future reference and troubleshooting. It connects to different data sources using pre-built connectors or adds custom sources via scripts, webhooks or APIs. Prepare and model data through the data transformation module.
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