Best AI Data Analytics Tools of 2026

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.

6 Ratings

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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.

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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 product

16 Ratings

Starting Price: $20,000/year

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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.

20 Ratings

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Microsoft Power BI

Microsoft

Power BI is a business intelligence platform that enables users to analyze data using AI-driven tools and intuitive report creation. It consolidates data from various sources into OneLake, creating a centralized data source. This platform aids in embedding actionable insights into applications like Microsoft 365, aiding decision-making. Power BI integrates with Microsoft Fabric, enhancing data management. It offers scalability to handle large data volumes and integrates seamlessly with Microsoft services. Its AI capabilities efficiently identify patterns and generate insights. Power BI ensures data security and compliance. Its Copilot feature allows rapid report generation. Additionally, Power BI Pro offers self-service analytics, and its free version includes data modeling and visualization tools. It's known for unified data management, empowering users with accessibility and training resources. Power BI has demonstrated a significant ROI and economic benefit, as evidenced in a Forres

8 Ratings

Starting Price: $14/user/month

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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.

5 Ratings

Starting Price: $19/month/user

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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.

2 Ratings

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Megaladata

Megaladata is the fastest low-code platform for advanced analytics, enabling business users to design and run end-to-end data workflows—ù, from ETL to ML, without coding or IT support. With visual design tools and ready-made components, it simplifies data integration, cleansing, and deep analysis. The platform supports both self-service and enterprise-grade systems, handling big data with high performance. IT has integrations with more then 50 of the main databases' software and online datasets, other then native compatibility with Micrsoft ecosystem and Python. Available as a desktop, server, or cloud solution, Megaladata is used across industries like banking, retail, logistics, and healthcare. Free, interactive training online courses help users solve real business problems efficiently.

1 Rating

Starting Price: Free, Community Edition

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Domino Enterprise AI Platform

Domino Data Lab

Domino is an enterprise AI platform designed to help organizations build, deploy, and scale AI systems that deliver real business outcomes. It provides end-to-end support for the AI lifecycle, from data science experimentation to production deployment and governance. The platform enables teams to access data, tools, and compute resources through a self-service environment with built-in IT controls. Domino supports the development of machine learning models, generative AI applications, and AI agents using preferred tools and frameworks. It also includes governance features such as model tracking, audit trails, and policy enforcement to ensure compliance and transparency. With hybrid and multi-cloud capabilities, organizations can run AI workloads across on-premises and cloud environments. Overall, Domino helps enterprises operationalize AI at scale while maintaining control, security, and efficiency.

1 Rating

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Anomaly AI

Anomaly AI is a data analytics tool designed to handle large data sets. The platform is engineered with AI capabilities to automate the analysis of data and provide insightful, actionable outcomes. Via its comprehensive interface, users can create interactive and easily shareable dashboards. Anomaly AI supports various data upload formats including spreadsheets like Excel and CSV, and also connects with different databases like BigQuery and GA4. The platform is built to deal with significant data volumes, ensuring enterprise-grade security and intelligent data type detection. It optimizes data handling by scanning for quality issues, inconsistencies and anomalies in the data, facilitating the removal of duplicates, standardizing date formats and normalizing text fields among other operations.

1 Rating

Starting Price: $25/month

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Dataiku

Dataiku is an enterprise AI platform designed to help organizations move from fragmented AI efforts to fully scalable and governed AI success. It brings together people, data, and technology into a single system that enables collaboration between domain experts and technical teams. The platform allows users to build, deploy, and manage AI models, analytics workflows, and AI agents with greater efficiency. Dataiku emphasizes orchestration by connecting data sources, applications, and machine learning processes into unified pipelines. It also provides strong governance capabilities, helping organizations monitor performance, control costs, and reduce risks across AI initiatives. Businesses across industries use Dataiku to modernize analytics, automate workflows, and scale machine learning across teams. With proven results from global enterprises, the platform supports faster innovation and measurable ROI through AI-driven solutions.

1 Rating

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NLSQL

NLSQL is a cutting-edge B2B SaaS platform designed to empower employees by transforming natural language into actionable business data through an intuitive text-based interface. By leveraging Natural Language Processing (NLP), NLSQL enables users to query corporate databases using plain English, streamlining decision-making and accelerating operational efficiency. As the first NLP-to-SQL API of its kind, NLSQL allows seamless integration within existing enterprise systems without the need to transfer any sensitive or confidential information outside the corporate IT environment. This ensures robust data security and compliance with industry regulations. With NLSQL, companies benefit from faster insights, reduced reliance on technical teams for report generation, and improved accessibility to data across departments. The platform is ideal for large enterprises seeking to enhance productivity, boost data-driven culture, and maintain complete control over internal information flow.

Starting Price: $987/month/unlimited users

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Basedash

Basedash is an AI-native business intelligence platform that enables teams to build dashboards, charts, reports, and data insights using natural language instead of complex manual processes. The platform connects to data warehouses and hundreds of business applications, allowing users to analyze information from multiple sources in one centralized workspace. AI-powered dashboards, semantic metrics, and automated reporting help organizations generate trusted insights quickly while reducing the need for SQL expertise. Basedash includes a semantic layer that ensures metrics remain consistent across reports, helping teams make decisions using verified business data. Built-in security features such as encryption, role-based access control, SSO, SCIM, and SOC 2 compliance help organizations protect sensitive information. By combining AI, analytics, automation, and data integration into one platform, Basedash helps businesses turn raw data into actionable intelligence in minutes.

Starting Price: $1000/month

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Supaboard

Supaboard is an AI-powered business intelligence platform that enables users to analyze data and create real-time dashboards by simply asking questions in plain English. With one-click connections to over 60 data sources, including MySQL, PostgreSQL, Google Analytics, Shopify, Salesforce, and Notion, users can unify their data without a complex setup. It offers pre-trained, industry-specific AI analysts that generate SQL and NoSQL queries automatically, providing instant insights through charts, tables, and summaries. Users can build and embed customized dashboards by pinning responses and tailoring information for different audiences with filtered views. Supaboard ensures data security by connecting with read-only access, storing only schema metadata, and implementing granular access controls. Designed for universal usability, it minimizes operational overhead, allowing businesses to make data-driven decisions 10 times faster without requiring coding or data expertise.

Starting Price: $99 per month

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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

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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

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Maya

Maya AI is a conversational AI platform that helps organizations qualify, engage, and retain people faster. Maya helps teams manage conversations, follow-up, qualification, scheduling, and the next steps that move people forward across recruiting, sales, customer support, and retention. The platform brings conversational AI, workflow automation, and connected business information together so organizations can reduce repetitive work while keeping people involved where judgment, relationships, and human connection matter most.

Starting Price: Demo

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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

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Squadbase

Squadbase is a conversational business intelligence platform that enables users to build interactive dashboards without writing SQL or code. It allows teams to connect data sources such as Excel files, databases like Postgres and Snowflake, and SaaS tools including Salesforce and Notion. Users simply describe the analysis they want in plain English, and the AI generates the necessary queries, charts, and dashboard layouts. Unlike black-box AI tools, Squadbase keeps analysts in control by allowing them to review and edit generated queries. The platform provides a unified workflow from data connection to visualization, eliminating the need to switch between multiple tools. Dashboards are shareable with unlimited viewers at no cost and include GitHub-based version control for collaboration and transparency. With built-in security features and scalable infrastructure, Squadbase supports teams looking for a modern, AI-driven BI experience.

Starting Price: $35/month

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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

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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

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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

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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

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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

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Snowflake Cortex AI

Snowflake

Snowflake Cortex AI is a fully managed, serverless platform that enables organizations to analyze unstructured data and build generative AI applications within the Snowflake ecosystem. It offers access to industry-leading large language models (LLMs) such as Meta's Llama 3 and 4, Mistral, and Reka-Core, facilitating tasks like text summarization, sentiment analysis, translation, and question answering. Cortex AI supports Retrieval-Augmented Generation (RAG) and text-to-SQL functionalities, allowing users to query structured and unstructured data seamlessly. Key features include Cortex Analyst, which enables business users to interact with data using natural language; Cortex Search, a hybrid vector and keyword search engine for document retrieval; and Cortex Fine-Tuning, which allows customization of LLMs for specific use cases.

Starting Price: $2 per month

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Pulse

Pulse is an always-on AI business intelligence analyst that turns messy, scattered data into clear, interactive dashboards and insights simply by chatting in plain language. It connects seamlessly to CSV, Excel, Google Sheets, Google Analytics, Shopify, API endpoints, and, soon, databases, then automatically ingests, cleans, structures, and analyzes your data without manual prep. In seconds, you can build custom dashboards with charts, tables, and KPIs; ask follow-up questions about trends, anomalies, and performance; and set filters to drill into specifics. Visuals refresh in real time as underlying data changes, while built-in anomaly detection flags unexpected shifts, and automated insights help you stay ahead of evolving metrics. All of this lives in a single, queryable workspace, no more juggling multiple tools or cleaning spreadsheets, backed by enterprise-grade encryption, granular access controls, and compliance with GDPR and CCPA.

Starting Price: $25 per month

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GetDot.ai

Dot is an AI data analyst that connects directly to your data warehouse and lets users ask questions in plain language to get instant, trustworthy insights. It integrates with Slack, Teams, or a native web app to deliver ad‑hoc data retrieval, visualizations, root‑cause analysis, and weekly business reports with actionable recommendations. By learning from your existing BI tools, dbt metrics, LookML, SQL queries, and documentation, GetDot.ai ensures consistent, governed answers reinforced by role‑based permissions and row‑level security. Setup is code‑free, with one‑click integrations for Snowflake, BigQuery, Redshift, PostgreSQL, and other SQL‑based sources. Continuous monitoring uncovers unknown unknowns, while a dedicated training and governance workspace lets you refine its behavior and maintain accuracy. Designed for speed and simplicity, Dot replaces dashboard overload by delivering precise answers in seconds rather than days.

Starting Price: $799 per month

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Ardent

Ardent (at tryardent.com) is an AI data engineer platform that builds, maintains, and scales data pipelines with minimal human effort. It lets users issue natural language commands, and the system handles implementation, schema inference, lineage tracking, and error resolution autonomously. Ardent’s ingestors come preconfigured for many common data sources and work “out of the box,” enabling connection to warehouses, orchestration systems, and databases in under 30 minutes. It supports debugging on autopilot by referencing web and documentation knowledge, and is trained on thousands of real engineering tasks to solve complex pipeline issues with zero intervention. It is engineered to handle production contexts, managing numerous tables and pipelines at scale, running parallel jobs, triggering self-healing workflows, monitoring and enforcing data quality, and orchestrating operations through APIs or UI.

Starting Price: Free

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YOOV

YOOV is an AI-driven business automation platform that blends AI, process orchestration, and data intelligence into a unified, no-code environment. It enables users to digitize workflows, automate repetitive tasks, and build custom applications (CRM, ERP, project management, inventory, etc.) through drag-and-drop interfaces, no coding required. YOOV supports lifecycle automation across departments (HR, sales, marketing, customer service) and across industries (engineering, property, clinics), allowing businesses to tailor solutions by function, department, or vertical. It integrates large language models and supports plug-in extensions, workflow visual design, API connections, and an app marketplace for templates. Data is centralized and harmonized for real-time reporting, dashboards, and analytics. Security is built in via AES-256 encryption at rest and TLS in transit, with data hosted in SOC 1, SOC 2, and ISO 27001 certified facilities.

Starting Price: Free

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BayesLab

BayesLab is a deep analysis AI agent platform that helps users of all skill levels extract insights and value from their data by combining AI-driven data analytics, visualization, reasoning, and reporting in a single interface. It lets you upload or connect datasets and then uses large-language AI to interpret, explore, chart, and explain key trends and patterns so you can move quickly from raw numbers to meaningful conclusions without needing a full data team. BayesLab supports automated chart and report generation, statistical analysis, predictive modeling, and customizable templates for common workflows like risk scoring, forecasting, segmentation, or performance tracking, and it produces outputs such as exportable narratives, PDFs, dashboards, and data files that are boardroom-ready. BayesLab’s AI acts like a smart collaborator, letting you ask questions in plain language, drill deeper into results, refine analysis steps, and iterate interactively.

Starting Price: $10 per month

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Best AI Data Analytics Tools

Compare the Top AI Data Analytics Tools as of October 2026

What are AI Data Analytics Tools?

DataBuck

Databricks

icCube

Looker

Microsoft Power BI

Lyzr

Strategy ONE

Megaladata

Domino Enterprise AI Platform

Anomaly AI

Dataiku

NLSQL

Basedash

Supaboard

Anania

Defog

Maya

PI.EXCHANGE

Squadbase

Velvet

vizGPT

Basejump

WrenAI

PandaAI

Snowflake Cortex AI

Pulse

GetDot.ai

Ardent

YOOV

BayesLab

Best AI Data Analytics Tools

Compare the Top AI Data Analytics Tools as of October 2026

What are AI Data Analytics Tools?

DataBuck

Databricks

icCube

Looker

Microsoft Power BI

Lyzr

Strategy ONE

Megaladata

Domino Enterprise AI Platform

Anomaly AI

Dataiku

NLSQL

Basedash

Supaboard

Anania

Defog

Maya

PI.EXCHANGE

Squadbase

Velvet

vizGPT

Basejump

WrenAI

PandaAI

Snowflake Cortex AI

Pulse

GetDot.ai

Ardent

YOOV

BayesLab

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