Best AI Tools for Data Scientists

Hex is an AI analytics platform for data practitioners and business users to run deep analysis, ask questions in plain language, and collaborate on data. It combines agentic notebooks, conversational self-serve BI, and trusted data apps in one connected workspace. Hex ensures every AI-generated insight is accurate and consistent, grounded in your organization's data and context.

LangGraph is an MIT-licensed open-source library from LangChain for building stateful, multi-actor AI agents. It gives developers low-level primitives to build expressive, customizable agent workflows, with memory, human-in-the-loop checks and first-class streaming. It pairs with LangSmith for tracing, debugging and deployment.

Databricks is a unified data and AI platform that runs analytical and operational workloads on an open, governed foundation. It enables organizations to build BI and AI applications, stream and analyze data, and process daily operations with consistent security, performance, and governance. The platform offers a Free Edition for learning and pay-as-you-go pricing with no up-front costs.

Abacus.AI is an AI super-assistant platform for professionals and enterprises, offering ChatLLM for small teams and an Enterprise platform for larger organizations. It provides access to state-of-the-art LLMs, image and video generators, and AI Agents to automate tasks. The platform focuses on enterprise-grade security and custom AI workflows.

DataRobot is an enterprise AI platform that enables organizations to build, operate, and govern AI agents at scale. It provides tools for generative, predictive, and agentic AI, integrating into core business processes. DataRobot runs on-prem, hybrid or cross-cloud, with real-time agent monitoring and automated audit documentation.

Mistral Agents, part of Mistral AI's platform, offers Vibe for long-horizon autonomous work and Studio for building and deploying AI applications. It provides tools for agent orchestration, custom model development, and frontier-scale infrastructure. Mistral Agents supports self-hosted, cloud, and hybrid deployments, catering to enterprises and developers seeking tailored AI solutions.

Atlan Context Agents are AI teammates that document tacit knowledge and make enterprise data AI-ready. They auto-generate descriptions, link business terms, and surface top business questions across your data graph. This helps organizations scale context development and ensure AI agents have the trusted information they need to operate effectively.

Qlik AI provides seamless data integration and powerful agentic AI analytics to drive better business decisions. It offers a framework that transforms data integration and AI-powered analytics platforms into an easy-to-use insight-into-action tool. Qlik is used by 75% of the Fortune 500 companies for trusted, contextual data delivered at speed and scale.

Coalesce Scout is the Quality agent inside the Coalesce data platform, which lets teams develop, deploy, govern, and observe every pipeline in one operating layer built for analytics and AI. Scout triages data quality problems and proposes fixes in code within the same governance model as the rest of the platform. Coalesce works across Snowflake, Databricks, BigQuery, Microsoft Fabric, and Amazon Redshift.

Microsoft Copilot Studio is a low-code platform for building and customizing AI agents that integrate with Microsoft 365 Copilot and other Microsoft services. It lets users build a standalone agent or publish to Microsoft 365 Copilot, connect agents to business systems through flows, prompts and APIs, and create voice or phone-based agents. Agents can run autonomously, work in external channels like websites and apps, and be governed through the Power Platform admin center.

Sisense is an embedded AI analytics platform that allows businesses to integrate AI-powered insights directly into their products and workflows. It provides tools for data modeling, visualization, and natural language querying, ensuring governed AI experiences. Sisense offers flexible APIs and SDKs for custom embedding and supports multi-tenant architectures.

Tellius is an AI-powered analytics platform for enterprise teams that connects to all data, investigates changes, and delivers finished briefings. It offers conversational AI for instant answers and AI agents for automated complex analysis. Tellius is designed to provide always-on intelligence and deep, verticalized knowledge for commercial leaders.

Akkio is an AI workflow automation platform for media agencies and data providers to activate data and knowledge across campaign workflows. It offers AI tools like Chat with Data, no-code modeling, and advanced reporting to accelerate client delivery and improve campaign outcomes. Akkio integrates with existing cloud environments and data sources, ensuring security and governance.

Snowflake Cortex is an AI and machine learning service integrated into the Snowflake Data Cloud, offering LLM functions, vector search, and document AI. It enables data engineers and developers to build AI-driven applications directly within Snowflake. Cortex provides AI-powered features for data engineering workflows and programmatic access to manage resources.

Looker AI is a business intelligence and data analytics platform from Google Cloud that helps organizations reveal the true power of their data. It provides tools for BI, data applications, and embedded analytics, enabling smarter decisions with unified data. Looker integrates deeply with Google Cloud products like BigQuery for scalable analytics.

Mode Analytics is a modern business intelligence platform that unites data teams and business teams around data to drive business outcomes. It offers ad hoc analysis, advanced analytics, and self-service reporting in a single platform. Mode is designed to amplify investments in the data stack by making data meaningful and accessible to everyone. Free and paid plans are available.

Salesforce Agentforce is an agentic AI CRM platform that enables humans and AI agents to collaborate on sales, service, and marketing workflows. It offers pre-built agents and solutions for various industries, helping businesses automate complex tasks, predict outcomes, and personalize customer interactions.

Power BI Copilot is an AI assistant integrated into Microsoft Power BI, designed to help users turn data into insights. It leverages AI to automate tasks, connect knowledge, and enhance business intelligence workflows. This tool is part of the broader Microsoft Copilot ecosystem, working within existing Microsoft products.

PandasAI is an AI dashboard for business intelligence that helps users get instant, actionable insights from their data by asking natural language questions. It translates natural language into Python and SQL queries to interact with data. PandasAI is free to try, with paid plans starting from €29.99/month.

Amazon Bedrock Agents enables generative AI applications to automate multistep tasks by connecting with company systems, APIs, and data sources. It uses the reasoning of foundation models to break down user requests, gather relevant information and complete tasks, with memory retention, Amazon Bedrock Guardrails and multi-agent collaboration. Amazon Bedrock Agents Classic is no longer available to new customers, and AWS points them to Amazon Bedrock AgentCore.

Dataiku is an enterprise AI platform that unifies analytics, machine learning, and AI agents in a single governed system. It enables business and technical teams to collaborate on data projects, from data preparation to model deployment, with built-in orchestration and governance. Dataiku is designed for large organizations to operationalize AI while managing cost and risk at scale.

Fetch.ai Agents provide a personal AI that learns what you like and connects with specialized agents to handle requests such as booking flights, reserving dinners and managing calendars. It connects with trusted brand agents and offers Agentverse, a decentralised marketplace where 2.7 million agents learn, live and connect.

xpander.ai is a vendor-neutral platform for building, deploying, and managing AI agents across any model, infrastructure, and application. It provides per-user permissions through your identity provider, connectivity to the systems teams work in, and audited actions. It can run in your cloud, your VPC or air-gapped on-prem, and its Universal Harness is one runtime that works with any model and runs harnesses such as Claude Code and Codex.

Expert.ai provides enterprise AI solutions for business data management and decision making, helping organizations understand complex data. Its EidenAI Suite combines neuro-symbolic AI, LLMs, and generative AI to deliver tailored solutions across various industries. The platform focuses on high ROI and low TCO for digital transformation initiatives.

Pecan AI is a predictive analytics platform for business teams that automates data preparation, modeling, and validation. It delivers quick, validated predictions for churn, demand, and revenue directly into existing workflows. Pecan AI helps marketing, sales, operations, customer success, and finance teams make smarter, data-driven decisions without needing data science expertise.

North is an enterprise-ready AI platform by Cohere, designed to empower human teams, automate routine tasks, and innovate safely within business environments. It connects all your tools and provides custom agents for complex workflows, document generation, and verifiable insights grounded in your proprietary data.

Qwen Agent is an open-source (Apache-2.0) framework from the Qwen team for developing LLM applications built on Qwen's instruction-following, tool usage, planning, and memory capabilities. It supports function calling and the Model Context Protocol (MCP), and ships example applications including a Browser Assistant, Code Interpreter, and Custom Assistant. Qwen-Agent also serves as the backend of Qwen Chat.