Best AI Data Analytics Tools
View:
Compare the Top AI Data Analytics Tools as of April 2025
Sort By:
What are AI Data Analytics Tools?
AI data analytics tools are AI-powered software tools designed to analyze large datasets and identify patterns. They can be used for a wide range of tasks such as predicting customer demand, detecting fraud, or spotting trends in sales data.These tools typically use machine learning algorithms that enable them to adjust their predictions and recommendations over time.They also tend to be integrated with common business systems such as ERP or CRM software. Compare and read user reviews of the best AI Data Analytics tools currently available using the table below. This list is updated regularly.
-
1
icCube
icCube
icCube is a Swiss embeddable analytics solution designed for B2B SaaS product and development teams to deeply embed analytic capabilities inside their applications. Dashboards will seamlessly blend into the SaaS solution’s UI and UX experience, while resting on top of icCube’s robust analytical engine, allowing to consume complex data models needing sophisticated data security. With a dev2dev approach, icCube's team accompanies clients to successfully and quickly get into production. At icCube, we understand that navigating the complexities of data can be daunting. That’s why we’re excited to introduce also our Data Analytics Boutique Services, designed to empower both existing and new clients in achieving seamless data integration, robust data security, insightful analytics, effective decision automation and dashing reports. We partner with our clients at all stages and all phases of their projects and product roadmaps. From a quick review up to a full project and productStarting Price: $20,000/year -
2
DataBuck
FirstEigen
DataBuck is an AI-powered data validation platform that automates risk detection across dynamic, high-volume, and evolving data environments. DataBuck empowers your teams to: ✅ Enhance trust in analytics and reports, ensuring they are built on accurate and reliable data. ✅ Reduce maintenance costs by minimizing manual intervention. ✅ Scale operations 10x faster compared to traditional tools, enabling seamless adaptability in ever-changing data ecosystems. By proactively addressing system risks and improving data accuracy, DataBuck ensures your decision-making is driven by dependable insights. Proudly recognized in Gartner’s 2024 Market Guide for #DataObservability, DataBuck goes beyond traditional observability practices with its AI/ML innovations to deliver autonomous Data Trustability—empowering you to lead with confidence in today’s data-driven world. -
3
Looker
Google
Looker, Google Cloud’s business intelligence platform, enables you to chat with your data. Organizations turn to Looker for self-service and governed BI, to build custom applications with trusted metrics, or to bring Looker modeling to their existing environment. The result is improved data engineering efficiency and true business transformation. Looker is reinventing business intelligence for the modern company. Looker works the way the web does: browser-based, its unique modeling language lets any employee leverage the work of your best data analysts. Operating 100% in-database, Looker capitalizes on the newest, fastest analytic databases—to get real results, in real time. -
4
Strategy ONE
Strategy Software
Strategy ONE (formerly MicroStrategy) is an AI-powered platform designed to accelerate business intelligence and data-driven insights. It combines advanced AI with business intelligence (BI) tools to help organizations streamline workflows, automate processes, and improve data accessibility. With its ability to integrate multiple data sources, Strategy ONE ensures that businesses can trust the data they analyze and make informed decisions faster. The platform supports cloud-native technologies, enabling seamless scalability and adaptability. Additionally, Strategy ONE’s AI chat interface allows for intuitive data querying and analysis, making it easier for users to interact with their data and drive impactful results. -
5
Dataiku
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. -
6
Lyzr
Lyzr AI
Lyzr Agent Studio is a low-code/no-code platform for enterprises to build, deploy, and scale AI agents with minimal technical complexity. Built on Lyzr's robust Agent Framework - the first and only agent framework to have safe and responsible AI natively integrated into the core agent architecture, this platform allows you to build AI Agents while keeping enterprise-grade safety and reliability in mind. The platform allows both technical and non-technical users to create AI-powered solutions that drive automation, improve operational efficiency, and enhance customer experiences—without the need for extensive coding expertise. Whether you're deploying AI agents for Sales, Marketing, HR, or Finance, or building complex, industry-specific applications for sectors like BFSI, Lyzr Agent Studio provides the tools to create agents that are both highly customizable and compliant with enterprise-grade security standards.Starting Price: $19/month/user -
7
Anania
Anania
Anania is an AI-powered self-service analytics platform that allows you to ask analytical questions in plain English and get answers instantly. Powered by revolutionary AI, Anania acts like your virtual data assistant. Once connected with your data source, Anania understands your questions as people do. Ask your questions in plain English without any structured phrasing and Anania will understand, analyze your data & provide answers in terms of numbers, text, tables, and charts. No setup procedure is required. Once integrated, Anania automatically learns from your data and is ready to answer various questions, from simple average calculation questions to finding correlations and complex analyses. No code approach allows everyone to use it without having any analytical background. You can upload your file, connect your database or integrate Anania with your favorite BI tool-Anania supports all these data sources.Starting Price: $0 -
8
Defog
Defog
Defog is an AI assistant that embeds in your app. Let your users ask data questions in plain English, right from within your app. Upload a CSV and ask questions from it, or ask questions on our predefined datasets. Defog is fine-tuned to support vague questions or domain-specific jargon in over 50 different languages. Add a conversational AI widget to answer customers’ data questions, with a few lines of code. Build your product, not ad-hoc reports. AI superpowers without privacy compromises. Defog is architected to ensure we never access your database or move your data. Defog generates queries that are compatible with all major databases and data warehouses. For large companies that want to reduce report times and support costs, growing companies that want to democratize access to information, and individual users that want to see Defog's capabilities and experiment.Starting Price: $599 per month -
9
PI.EXCHANGE
PI.EXCHANGE
Easily connect your data to the engine, either through uploading a file or connecting to a database. Then, start analyzing your data through visualizations, or prepare your data for machine learning modeling with the data wrangling actions with repeatable recipes. Get the most out of your data by building machine learning models, using regression, classification or clustering algorithms - all without any code. Uncover insights into your data, using the feature importance, prediction explanation, and what-if tools. Make predictions and integrate them seamlessly into your existing systems through our connectors, ready to go so you can start taking action.Starting Price: $39 per month -
10
Morph
Morph
Morph's AI helps you to collect, sort, and analyze your data. Just tell it what you need in plain language. No more sending files back and forth, work together in your dataset in real-time. Robust API support lets you access Morph's features unfiltered. Don't let the friendly face fool you; it's running Postgres under the hood. As easy to use as a spreadsheet, but designed to handle millions of records. Manage access between different users and teams with a single click. Regardless of the format your data is in, upload it with everything in the right place. We believe that data should be easy for everyone to collect, store, and understand, in one simple interface. Makes easy and powerful use of data available to not just engineers but also marketing, sales, customer support, and management. We have been building business software and end-user software for various companies for seven years. This included projects that dealt with complex data, such as machine learning and blockchain.Starting Price: $8 per month -
11
Velvet
Velvet
Capture real-time data from your database, 3rd-party tools, and events. Get an analytics database per workspace and a table per source. Write complex queries using AI and save them as API endpoints. Track movement over time or leverage queries directly in your product. Spend more time building features and less time building reports. Use Velvet to facilitate a faster product development workflow. Build AI-assisted visualizations to track movement over time. Target features at subsets of users or surface data in your product. Ingest any data source and query across tables in milliseconds. Use Velvet as your daily sidekick to uncover data insights, keep internal stakeholders aligned, and build new features using shared building blocks.Starting Price: $39 per month -
12
vizGPT
vizGPT
Unleash insights with AI-powered visualization. Engage directly with your data through intuitive conversations. No complex setups and no steep learning curves. Engage with our AI in a conversational manner to quickly generate and understand complex visualizations. No syntax errors, just plain language. Our advanced NLP understands your questions, making data analysis as easy as having a conversation. Ask a question and get a visualization; it’s that fast. Pick up where you left off; our AI remembers past queries to ensure a cohesive analysis narrative. Our software remembers your conversation, keeping the context intact for a smooth data storytelling experience. You can use both the drag-and-drop interface and the natural language interface to create visualizations. vizGPT provides easy-to-use data tables that allow you to transform and profile your data with ease. Experience the future of data visualization, try it free today, and see the difference for yourself.Starting Price: $10 per month -
13
WrenAI
WrenAI
Wren AI is a business intelligence platform that revolutionizes how teams interact with data through its GenBI (Generative Business Intelligence) technology. This AI-driven solution allows users to access insights instantly by asking questions in natural language, eliminating the need for complex SQL queries and manual dashboard management. Wren AI empowers teams to independently explore data and generate insights, fostering a self-serve data culture. The platform offers powerful features like automated report generation, actionable insights from raw data, and the ability to turn SQL queries into AI-generated visualizations. It integrates seamlessly with various data sources and SaaS tools, ensuring fast, reliable access to information across organizations. Additionally, Wren AI’s multi-agent system minimizes AI hallucinations, providing trustworthy and accurate answers. The platform's scalability supports both cloud and on-premise deployments, making it suitable for businesses.Starting Price: $29 per month -
14
PandaAI
PandaAI
PandaAI is an AI-driven platform that transforms natural language queries into actionable data insights, streamlining the data analysis process. It allows users to connect databases effortlessly, enabling instant report generation through agentic AI and text-to-SQL layers. Users can interact with their data using conversational AI, facilitating intuitive, human-like queries. It also supports team collaboration by allowing users to save responses as data snippets and share them with colleagues. To get started, users can install the pandasai Python library, set up their API key, load their datasets, and push them to the platform for analysis.Starting Price: €20 per month -
15
Amazon QuickSight
Amazon
Amazon QuickSight allows everyone in your organization to understand your data by asking questions in natural language, exploring through interactive dashboards, or automatically looking for patterns and outliers powered by machine learning. QuickSight powers millions of dashboard views weekly for customers such as the NFL, Expedia, Volvo, Thomson Reuters, Best Western and Comcast, allowing their end-users to make better data-driven decisions. Ask conversational questions of your data and use Q’s ML-powered engine to receive relevant visualizations without the time-consuming data preparation from authors and admins. Discover hidden insights from your data, perform accurate forecasting and what-if analysis, or add easy-to-understand natural language narratives to dashboards by leveraging AWS' expertise in machine learning. Easily embed interactive visualizations and dashboards, sophisticated dashboard authoring, or natural language query capabilities in your applications. -
16
Superluminal
Superluminal
Add an AI copilot to your product's data dashboard with just a few lines of code. Delight your customers with frictionless, conversational data interaction on your data dashboard. Give your customers a frictionless way to extract meaningful insights from the data already on your data dashboard. Building conversational data interaction and ensuring reliable, high-quality results is a thorny problem, especially when dealing with large datasets, let us take care of it for you. AI is an extremely fast-moving field. We keep up with and implement the latest techniques, so you don't have to. Superluminal brings together everything that’s needed for a reliable, performant, and high-quality AI copilot experience. Your customer asks a question related to their data. Your customer gets a reliable, insightful answer. Ship a high-quality, customizable conversational data interaction experience in minutes.Starting Price: $20 per 100 messages -
17
Basejump
Basejump
No more clicking through endless dashboards. Now you can chat with your database. Basejump empowers teams to access data using the language they speak every day. Now your database speaks the same language you do. Gone are the days of waiting for data requests to be fulfilled. Basejump AI gives you the power to access the data you need when you need it. View entity diagrams and traverse tables to understand the relationships between data points. This gives you the context you need to inform your data requests. Simply ask Basejump AI for what you need and it will find the data for you. When you discover a data point you want to reference later, simply save it to your data. Make it easy to reference related datapoints by creating custom collections. Any datapoint, whether it's one you created or one you've received from a team member, can be refined to meet your needs.Starting Price: $339 per month -
18
SimplyPut
SimplyPut
Ditch the out-of-date dashboards and expensive in-house solutions and provide your customers with instant trustworthy answers to data questions with SimplyPut. Stop forcing customers to dig through endless data tables and perform complex calculations in order to get the answers they need. With SimplyPut anyone can chat with your data in natural language and get reliable answers fast directly within your product. Help customers stay on top of the data trends, changes, and updates that matter most. Turn any chat into an automated report with a single click. SimplyPut's AI not only keeps customers up-to-date on key metrics but also provides recommendations on how to turn those insights into action. Unlike text-to-SQL tools, SimplyPut is a best-in-class AI data analytics solution with robust trust mechanisms that prevent hallucinations. Quickly and efficiently teach SimplyPut's AI about your company's specific dataset and verify any question for consistent results. -
19
DataChain
iterative.ai
DataChain connects unstructured data in cloud storage with AI models and APIs, enabling instant data insights by leveraging foundational models and API calls to quickly understand your unstructured files in storage. Its Pythonic stack accelerates development tenfold by switching to Python-based data wrangling without SQL data islands. DataChain ensures dataset versioning, guaranteeing traceability and full reproducibility for every dataset to streamline team collaboration and ensure data integrity. It allows you to analyze your data where it lives, keeping raw data in storage (S3, GCP, Azure, or local) while storing metadata in inefficient data warehouses. DataChain offers tools and integrations that are cloud-agnostic for both storage and computing. With DataChain, you can query your unstructured multi-modal data, apply intelligent AI filters to curate data for training and snapshot your unstructured data, the code for data selection, and any stored or computed metadata.Starting Price: Free -
20
Databricks Data Intelligence Platform
Databricks
The Databricks Data Intelligence Platform allows your entire organization to use data and AI. It’s built on a lakehouse to provide an open, unified foundation for all data and governance, and is powered by a Data Intelligence Engine that understands the uniqueness of your data. The winners in every industry will be data and AI companies. From ETL to data warehousing to generative AI, Databricks helps you simplify and accelerate your data and AI goals. Databricks combines generative AI with the unification benefits of a lakehouse to power a Data Intelligence Engine that understands the unique semantics of your data. This allows the Databricks Platform to automatically optimize performance and manage infrastructure in ways unique to your business. The Data Intelligence Engine understands your organization’s language, so search and discovery of new data is as easy as asking a question like you would to a coworker. -
21
Quadratic
Quadratic
Quadratic enables your team to work together on data analysis to deliver faster results. You already know how to use a spreadsheet, but you’ve never had this much power. Quadratic speaks Formulas and Python (SQL & JavaScript coming soon). Use the language you and your team already know. Single-line formulas are hard to read. In Quadratic you can expand your recipes to as many lines as you need. Quadratic has Python library support built-in. Bring the latest open-source tools directly to your spreadsheet. The last line of code is returned to the spreadsheet. Raw values, 1/2D arrays, and Pandas DataFrames are supported by default. Pull or fetch data from an external API, and it updates automatically in Quadratic's cells. Navigate with ease, zoom out for the big picture, and zoom in to focus on the details. Arrange and navigate your data how it makes sense in your head, not how a tool forces you to do it. -
22
Parse AI
Parse AI
Say goodbye to the hassle of learning SQL or APIs and hello to the freedom of querying your databases and API with ease. Our app allows you to connect to any database and get the data you need in seconds. No need to learn SQL. Our app makes querying your database easy and intuitive. Visualize your data in a way that makes sense to you. With our app, you can create stunning dashboards with charts and tables in just a few clicks. Our app's clean, interactive visualizations reveal key insights in seconds. Our platform is fully customizable and can be deployed on your own cloud. Schedule today a meeting to see how we can help deploy your AI strategy. Complete data control, an easy-to-use platform, and customized solutions to fit your business. Trained and deployed on your own servers. No SQL knowledge is required to create stunning dashboards and get insights quickly. -
23
Maya
Maya
A generative AI platform that provides actionable insights from internal and external data in real time. By automating repetitive tasks and providing intelligent suggestions, Maya saves valuable time and effort by adding specific and personalized insights. You no longer need to spend hours manually organizing, filtering, and manipulating data. Make data-driven decisions confidently with Maya. Using Maya’s advanced models to provide insights and recommendations in different perspectives, formats, images, and personalization for success. Unlock valuable insights with Maya to generate accurate predictions, plans, and recommendations from new and historical data. Value from any external and historical data. Voice-activated data retrieval is made easy with Maya. Talk or text to get the insights you are looking for. Maya AI is proficient in multiple languages and can effectively process and respond to queries in various linguistic contexts. -
24
Definitive
Definitive
A one-shot prompt-to-visualization API that seamlessly integrates with enterprise & public data, enabling users to instantly & accurately retrieve visually rich answers to their questions. Enables enterprises to engage in dynamic conversations with their own data, fostering efficient collaboration and informed decision-making. Supports Python code generation and joining of disparate data sets. An autonomous data science agent, providing comprehensive support in data analysis, predictive modeling, and advanced analytics. Create the enterprise AI sidekick experience that works best for your organization. Public LLMs are not currently trained on an enterprise's unique, proprietary data sets. Your sidekick unlocks workplace productivity. A more engaging interface for complex analysis is now accessible to all members of the organization, regardless of technical ability. Through API-level access, your sidekick integrates with your existing products, systems, and workflows. -
25
Genie AI
Genie AI
Harness the power of AI to analyze, summarize, and visualize data without all the complex SQL requirements. Allowing anyone on the team to easily ask any data question and get answers in seconds by connecting to any files, database, or API directly into Slack, Teams, or any workspace. Work 10x as fast with Al while keeping your internal data safe and secure. Self-hosted LLMs that run locally into your infrastructure, customized to your data. Genie ecosystem is built to enforce quality and security alongside spearheading the effort to allow any enterprise to easily train and deploy their own Al. Add your data and query in natural language across multiple tables. Ask follow-up questions and get insights and visualizations in seconds. -
26
Alembic
Alembic
Unveil marketing’s true impact with an AI that curates billions of rows of data in real time to drive more revenue. Understand the impact to revenue of key events between multiple media data sources, looking far ahead instead of using marketing mix models that lag months behind. Guide your decisions to adjust media spending with competitive landscape changes. Achieve understanding and reduce media waste at the same time. Optimize across brands and sub-segments of the most sophisticated organizations. Gather complementary data to optimize media spending on platforms. Leverage the entire brand portfolio to target specific audiences with whichever brands resonate. All while expanding visibility to 3rd party, earned, owned, and paid media in relation to the performance of revenue and key metrics. Get revenue-enabling, comprehensive, and near-real-time reads from strategies and media investment. Show the CFO or sponsors the ROI, halo effect, and dollar value of channels. -
27
Canvas
Canvas
The first data tool that you'll love and a team of experts to get you started. Focus on the data, not the data engineering. Connect, explore, and visualize from over 150 SaaS tools without engineering or SQL. If it has an API, we'll build you a customer connector in 48 hours for free or your money back. Filters for your team to explore easily. Tons of visualization options. Color themes that make your charts pop. Familiar with Excel shortcuts. Slice and dice with powerful pivot tables. Formulas that translate to SQL. Get alerts about sign-ups, sales, and reactivations when they happen. Our analysts can build complex models and dashboards for you. Powered by a best-in-class backend that all the pros use. Scales to billions of rows like it's nothing. Works with all your other apps. Follow data from the chart all the way back to the source tables. Share your work with partners while keeping your data safe.Starting Price: $1,000 per month -
28
Brewit
Brewit
Make data-driven decisions 10x faster with self-service analytics. Integrate with your databases and data warehouses all-in-one place (Postgres, MySQL, Snowflake, BigQuery, and more). Brewit can write SQL queries and create recommended charts based on your data questions. It also helps you drill down on the analysis. Chat with your database, visualize insights, & perform analysis. Ensure answer accuracy and consistency with a built-in data catalog. An automated semantic layer that ensures Brewit answers with correct business logic. Easily manage your data catalog & data dictionary. Building a beautiful report is as easy as writing a doc. Data without a story is useless. Our Notion-style notebook editor allows you to create reports & dashboards easily, turning raw data into actionable insights. All organized data products are usable by anyone who has a data question, regardless of their technical skills. -
29
paretos
paretos
Paretos is the leading AI-based decision-intelligence software for optimized decision-making processes. With paretos, businesses can identify, plan, execute, and track business potentials through automated processes across the entire organization. Our cloud-based decision intelligence platform makes complex data analysis as easily accessible as an email program. Forget complicated AI applications: your data can be quickly and risk-free connected, and the output will be visualized in a user-friendly dashboard. Our software supports you by providing practical feedback and actionable recommendations to improve the quality of your data and your output. Identify all factors that influence your decisions and obtain only the truly optimal solutions based on comparable trade-offs. Paretos automatically sets the required input parameters. From now on, our algorithm runs 24/7 and automatically adjusts your input as needed. -
30
Reflexivity
Reflexivity
Reflexivity is an AI-driven platform that transforms data analysis by enabling users to interact with institutional-grade analytic tools through natural language queries. Its suite of capabilities includes scenario testing, asset intelligence, chart exploration, and idea discovery, allowing users to test hypotheses across 40,000 assets without coding or spreadsheets. The platform's core technologies comprise analytical engines for market hypothesis testing and securities screening, a comprehensive knowledge graph revealing intricate organizational relationships, and a large language model-powered interface for intuitive, data-backed responses. Reflexivity offers tailored AI solutions and integrations for institutional investors, including API access, bulk licensing, and custom implementations, serving asset management, capital markets, wealth management, and brokerage sectors.