At a Glance
- Tableau, Polymer, MonkeyLearn, Akkio, Qilk Sense, and Talend are the 6 Best AI tools for data analytics in 2023 to process, interpret, and visualize data, empowering analysts to uncover hidden patterns and make informed decisions.
- We have briefly introduced each tool along with key features and pricing plans.
Artificial intelligence AI is the driving force behind data analytics transformation in the modern digital landscape. With the exponential growth of big data, organizations seek efficient ways to extract valuable insights from vast amounts of data.
Data analytics platforms now incorporate AI tools that allow data analysts and users to analyze their data quickly and accurately. These AI tools leverage advanced algorithms and machine learning techniques to process, interpret, and visualize data, empowering analysts to uncover hidden patterns and make informed decisions.
In this article, we will explore the Top 6 AI Tools for Data Analysts in 2023, highlighting their capabilities in harnessing the power of artificial intelligence to extract actionable intelligence from complex datasets.
1. Tableau – Best For Data-Driven Problem Solving
Tableau allows users to analyze and visualize data to their needs effectively.
It revolutionizes how data analysis and science are used to solve problems, empowering organizations of all sizes to become more data-driven.
Tableau Key Features
- Analytics for Everyone
- Data Visualization
- Integration with CRM
- Data Cloud for Tableau
- Tableau Data Management
1. Analytics for Everyone
Tableau allows users to analyze large amounts of data from any source, providing access to data analysis and business intelligence for individuals across the organization.
2. Data Visualization
With Tableau’s powerful visualizations, users can create interactive and engaging dashboards, charts, and graphs that help uncover insights and patterns within the data.
3. Integration with CRM
As part of Salesforce, Tableau integrates with the world’s leading CRM platform, enabling AI-driven analytics and predictions within the CRM environment.
4. Data Cloud for Tableau
Data Cloud for Tableau enables organizations to unlock customer data and deliver actionable insights at scale.
It allows seamless connection to integrated data from various sources, including Salesforce, facilitating data visualization, exploration, and automation.
5. Tableau Data Management
This feature enhances data governance and security while simplifying data preparation, cataloging, and connectivity.
It enables users to discover, understand, connect, and trust their data, ensuring reliable and self-service analytics.
Tableau Pricing & Plans
1. Tableau Viewer
Features
In this plan, you can view lineage and impact, interact with visualizations and dashboards, Download visualizations as images, Download summary data, See data quality warnings, comment on a dashboard or visualization, create a subscription for yourself, and receive data-driven alerts.
Price
It costs $15/month.
2. Tableau Explorer
Features
It includes everything in the Tableay Viewer plus; Set data quality warnings, Create data-driven alerts, and Edit existing workbooks and visualizations.
Price
It costs $42/month.
3. Tableau Creator
Features
It offers everything included in the Tableau Explorer plus; Advanced Deployment Monitoring, Programmatic Content Migration, Creating and publishing a new workbook with a new data source, and creating new Data Flows.
Price
It costs $70/month.
2. Polymer – Best For Business Intelligence Through Data Analytics
Polymer is a user-friendly business intelligence and data visualization solution that simplifies data analysis and visualization of data to the user’s needs.
It simplifies the BI process by offering intuitive data integration, AI-powered insights, easy data sharing, and specialized features for marketing data analysis.
Polymer Key Features
- Easy Data Exploration
- AI-powered Insights
- Seamless Data Sharing
- Marketing Data Mastery
1. Easy Data Exploration
Polymer offers a range of data connectors and the ability to upload datasets, enabling users to connect to data sources and explore and visualize their data effortlessly, even when dealing with large volumes of data.
It powers your spreadsheet with a robust AI to help analyze data and improve your understanding, saving hours of manual data processing.
2. AI-powered Insights
Polymer’s AI capabilities analyze the data and provide valuable insights from your data, suggesting trends and patterns. It also automatically builds visually appealing dashboards for users.
3. Seamless Data Sharing
Users can easily share dashboards by providing links, integrating specific charts into presentations, or embedding data anywhere for wider accessibility.
4. Marketing Data Mastery
Polymer lets users import data from popular advertising platforms like Google and Facebook.
This helps identify top-performing creatives, optimize ad budgets, and impress stakeholders with data-driven insights.
Polymer Pricing & Plans
1. Starter (Free Trial Available)
Features
It offers Manual Syncing, Unlimited Connectors, Unlimited Visualizations, and Unlimited Templates.
Price
It costs $10/month.
2. Pro
Features
It includes everything in the Starter Plan plus; Hourly Syncing, Custom Branding, Custom Metrics & Calculations, and Unlimited Embeds.
Price
It costs $20/month.
Enterprise
Features
It includes everything in the Pro Plan plus; Syncing in Real Time, Customizable Embeds, API Access, and Dedicated Support.
Price
Its cost starts at $500/month.
3. MonkeyLearn – Best No-Coding Platform For Data Analysis
MonkeyLearn is another no-coding platform with AI data capabilities that enables users to analyze, visualize and rearrange their data easily.
It offers multiple AI-powered text analysis tools for sentiment analysis, entity extraction, and topic classification.
MonkeyLearn Key Features
- Instant Data Visualizations & Detailed Insights
- Pre-built & Custom Machine Learning Models
- Simplify Text Analytics with Business Templates
- Native Integrations and Connectivity
1. Instant Data Visualizations & Detailed Insights
MonkeyLearn enables users to visualize data to the user’s advantage.
With this tool, you can create custom charts and visualizations, and data inputs can be combined and filtered based on various criteria for deeper insights.
2. Pre-built & Custom Machine Learning Models
MonkeyLearn allows users to utilize pre-built machine learning AI models or develop their own without coding.
The platform offers a variety of pre-trained classifiers and extractors for tasks like sentiment analysis and entity extraction. Users can easily import datasets, define custom tags, and train models using a user-friendly UI.
3. Simplify Text Analytics with Business Templates
MonkeyLearn’s templates include pre-made text analysis models and dashboards, streamlining data processing.
Users can set up text classifiers in MonkeyLearn to automatically sort data according to a topic or intent and extract product features or user data.
4. Native Integrations and Connectivity
MonkeyLearn seamlessly integrates with various apps and BI tools through native integrations, SQL connections, or APIs.
This enables users to directly connect their analysis results to their preferred platforms for seamless data integration and further utilization.
MonkeyLearn Pricing & Plans
1. Team
Feature
It offers three models, three seats, pre-made models, API, CSV, Zapier, Google Sheets integrations, and Template Dashboards.
Price
It costs $299/month.
2. Business
Features
It offers Unlimited Seats, Unlimited Models, Custom Integrations, Customized Dashboards, and Email & Chat Support.
Price
You can contact MonkeyLearn’s sales team to get custom features and pricing.
4. Akkio – Best Modeling Features for Business Analytics and Forecasting
Akkio is a powerful predictive AI platform that provides analysts with the tools for in-depth data analysis, advanced data modeling features, and effortless forecasting.
With Akkio, enterprises can easily sort their data, analyze it, and predict potential outcomes without coding or extensive technical expertise.
Akkio Key Features
- Analysis of the Data
- Advanced-Data Modeling Features
- Business Analytics and Forecasting Tool
- No-Code Data Analysis
- Predict Potential Outcomes
1. Analysis of the Data
Akkio enables analysts to delve into their data, uncover hidden insights, and comprehensively understand their business landscape.
2. Advanced Data Modeling Features
Akkio offers advanced data modeling capabilities that allow users to create sophisticated models and uncover complex relationships within their data.
3. Business Analytics and Forecasting Tool
With Akkio, businesses can harness the power of data analytics and forecasting to make informed decisions and drive growth.
4. No-Code Data Analysis
Akkio eliminates the need for coding by providing a user-friendly interface that allows analysts to perform data analysis and modeling without writing a single line of code.
5. Predict Potential Outcomes
Akkio empowers analysts to analyze their data and predict potential outcomes, enabling proactive decision-making and mitigating risks.
Akkio Pricing & Plans
1. Starter (Free Trial Available)
Features
There is one user included, Chat Explore, Chat Data Prep, Auto Data Cleaning, Unlimited training, Core modeling (numbers, text, NLP), Pre-built integrations & templates, Model performance, Analytics (Driving Factors), Web App Deployments, Predictions & training via API, and Basic Support.
Price
It costs $60/month.
2. Professional
Features
It includes everything in the Starter Plan plus; 5 users included, Team collaboration (RBAC), Basic & Fuzzy data merging, Live customizable dashboards, Deeper Predictive Analytics (Clustering, Data Stories, Backtest), Model Performance Monitoring, One-click Retraining, Anomaly detection.
Price
It costs $1500/month.
3. Enterprise
Features
It includes everything in the Professional Plan plus; 5 users included (additional users are priced at $30/mo), Time series forecasting, Dedicated Solutions Engineering Support, Advanced predictive analytics (per-record driving factor analysis, custom clusters), Scenario Modeling, Model Anomaly Detection, and Enterprise Grade Data Security with Shared/Dedicated/VPC deployment options.
Price
It costs $3000/month.
5. Qlik Sense – Best Cloud Analytics Tool For Data Scientists
Qlik Sense is a cutting-edge cloud analytics platform that serves as an AI tool for data science and empowers organizations to transition from passive to active analytics.
By harnessing AI data analysis features, Qlik Sense enables users of all skill levels to analyze their data, derive insights, and make intelligent decisions.
Qlik Sense Key Features
- Deeper Interactivity and Broader Context
- Drive Data Literacy with Augmented Analytics
- Active Intelligence for Real-time Insights and Immediate Action
- High-Performance SaaS and Hybrid Cloud Platform
1. Deeper Interactivity and Broader Context
With Qlik Sense’s unique Associative technology, users can explore modern data freely and effortlessly.
The platform offers hyperfast calculations, ensuring users maintain context and scale while interacting with their data.
2. Drive Data Literacy with Augmented Analytics
Qlik Sense promotes data literacy by incorporating AI capabilities. It minimizes cognitive bias and amplifies data discovery, enabling users to gain valuable insights from data.
Augmented analytics features include AI-generated analyses and insights, automated data preparation, search and natural language interaction, machine learning, and predictive analytics.
3. Active Intelligence for Real-time Insights and Immediate Action
Qlik Sense surpasses traditional business intelligence by delivering Active Intelligence.
Users can obtain real-time insights and act on them promptly, empowering them to make informed decisions and drive impactful actions.
4. High-Performance SaaS and Hybrid Cloud Platform
Qlik Sense ensures exceptional performance and flexibility through its Software-as-a-Service (SaaS) and hybrid cloud platform.
It accommodates various deployment configurations, such as public cloud, private cloud, and on-premises sites, providing organizations complete control over their data and analytics.
Qlik Sense Pricing & Plans
1. Qlik Sense Business (Free Trial Available)
Features
It offers Smart visualization and dashboards, Associative Engine for deeper insights, Augmented Analytics with advanced AI, connects and combines 100s of data sources, Flexible APIs, and custom extensions.
Price
It costs $30/month.
2. Qlik Sense Enterprise SaaS
Features
It includes everything in Qlik Sense Business plus; enterprise governance, Multiple user types, Increased capacity, Unlimited shared and managed spaces, Advanced reporting with auto-distribution, and Pattern detection with Qlik AutoML.
Price
You can contact the Qlik Sense sales team for custom features and pricing.
6. Talend – Best For Modern Data Management Solutions
Talend is a comprehensive and flexible data management platform that empowers organizations to harness the true value of their data.
With end-to-end data integration, quality, and governance capabilities, Talend Data Fabric offers a single, low-code platform that seamlessly works with any data source and architecture.
Talend Key Features
- Complete Data Management Solution with Powerful Data Analytics
- Flexible Deployment Options
- Product Intelligence with AI Assistant
1. Complete Data Management Solution with Powerful Data Analytics
Talend offers a complete data management solution that empowers organizations to harness the power of data analytics.
From data integration to delivery, Talend provides comprehensive capabilities to handle data efficiently and effectively, ensuring accessibility, accuracy, and reliability throughout the organization.
2. Flexible Deployment Options
Talend Data Fabric provides flexible deployment options, allowing organizations to choose between on-premises, cloud, multi-cloud, or hybrid-cloud environments.
This flexibility enables seamless integration with existing infrastructure and ensures compatibility with diverse data architectures, funneling all data into one solution for centralized management.
3. Product Intelligence with AI Assistant
Talend goes beyond analyzing product metrics alone by incorporating an AI assistant.
This assistant enables organizations to explore data and perform predictive analysis, providing valuable insights for informed decision-making and strategic growth.
Talend Pricing & Plans
1. Stitch
Features
In this plan, you can Unlock insights with 140+ industry-leading data sources, Load into leading cloud data warehouses, Structure data for leading analysis tools, Orchestrate your data pipeline to your needs, Leverage advanced connectivity, and reduce transfer costs.
Price
You can contact the Talend sales team for pricing inquiries for this plan.
2. Data Management Platform
Features
It includes everything in the Stitch Plan plus; Multi/hybrid-cloud and on-premises integration flexibility, Data team collaboration, and Data profiling to identify data quality issues.
Price
You can contact the Talend sales team for pricing inquiries for this plan.
3. Big Data Platform
Features
It includes everything in the Data Management Platform plus; Specialized connectors for moving mass amounts of data, Additional unstructured data capability and capacity, and Spark batch processing for high-end data movement.
Price
You can contact the Talend sales team for pricing inquiries for this plan.
4. Data Fabric
Features
It includes everything in the Big Data Platform plus; Ability to design, test, and create APIs for data sharing, Flexible microservices for optimal development cycles, and Application-to-application integration.
Price
You can contact the Talend sales team for pricing inquiries for this plan.
