AI for data analysts

Editorial picks for "ai for data analysts".

27 tools

Snowflake Cortex

RAG · Anthropic Claude, Meta Llama, Mistral Large 2, Snowflake Arctic

Generative AI and RAG built into the Snowflake data cloud

Enterprise· Standard: Contact sales · Enterprise: Contact sales · Business Critical: Contact sales · Virtual Private Snowflake: Contact salesEnterprise RAG chatbot over governed dataNatural-language SQL for business analysts

PyCaret

Coding · Multi-model (scikit-learn, XGBoost, LightGBM, CatBoost)

8.4

Low-code Python AutoML library that wraps scikit-learn, XGBoost, LightGBM and friends behind a few-line API.

Free· Free and open-source (MIT license)automlclassification

Dataiku

Agents · Multi-model (LLM Mesh: OpenAI, Anthropic, Bedrock, Vertex, OSS)

8.3

Enterprise AI platform unifying data, ML, LLMs, and agents under one governed workflow.

Enterprise· Basic: $10 · Pro: $20 · Enterprise: Contact salesenterprise-aiagent-orchestration

Hugging Face AutoTrain

Fine-tuning · Multi-model (Hugging Face Hub)

8.1

No-code fine-tuning and training pipeline that spins up state-of-the-art models on the Hugging Face Hub.

Paid· Per-minute billing based on hardware tier; self-hosted OSS version is freellm-fine-tuningtext-classification

Amazon Q

Coding · Multi-model (Amazon Bedrock)

7.9

AWS's enterprise AI assistant for developers, analysts, and knowledge workers, wired into your company data.

Freemium· Amazon Q Business Lite: $3 · Amazon Q Business Pro: $20 · Amazon Q Developer Free Tier: Free · Amazon Q Developer Pro Tier: ? · Amazon Q in QuickSight Author: $24code-generationenterprise-search

Humata.ai

RAG · Multi-model

7.8

Chat-with-your-documents RAG tool with citation-backed answers across uploaded PDFs and files.

Freemium· Free: $0 · Expert: $9.99 · Team: $49 / user · Enterprise: customdocument-qaresearch-summarization

Modzy

Agents · Multi-model

7.7

Enterprise ModelOps platform for deploying and running AI/ML models across cloud, on-prem, and edge.

Enterprise· Basic: $10 · Pro: $20 · Enterprise: Contact salesmodel-deploymentedge-ai

RAPIDS

Coding

7.7

NVIDIA's open-source suite of GPU-accelerated drop-in replacements for pandas, scikit-learn, and NetworkX.

Free· Free and open sourcegpu-dataframesml-training

OpenBB

Agents · Multi-model (Agent Rita is model-agnostic)

7.3

Open-source financial workspace where analysts and AI agents share the same governed data.

Freemium· Community: Free · Lite: $100 · Pro: Custom pricing · Snowflake: $41.67financial-researchinvestment-workflows

World Monitor

Agents · Multi-model (Claude, GPT via MCP)

7.3

Real-time global intelligence dashboard fusing 56 map layers, 500+ news feeds, and an AI analyst into one situational-awareness console.

Freemium· Free: $0 · Pro: $39.99 · Pro Business: $49.99 · API Starter: $99.99 · API Business: $299.99geopolitical-monitoringsupply-chain-risk

MinusX

Agents · Claude (BYO LLM key supported)

7.2

Agentic BI platform that turns natural-language questions into dashboards, SQL, and boardroom slides.

Freemium· Open Source: Free · Founders: $40/user/mo · Team: $600/mo · Enterprise: Customtext-to-sqlauto-dashboards

GPT for Sheets

Writing · Multi-model (GPT, Claude, Gemini, Grok, DeepSeek, Mistral, OpenRouter)

7.1

Bulk AI prompts inside Google Sheets, Docs, Slides, Forms and Gmail with 50+ frontier models.

Freemium· Starter: €3.40 · Standard: €6.80 · Plus: €10.55 · Enterprise: Contact salesbulk-promptingspreadsheet-automation

KNIME

Agents · Multi-model (OpenAI, Anthropic, Gemini, Ollama)

7.1

Visual node-based data science platform with built-in connectors for OpenAI, Anthropic, Gemini, and local LLMs.

Freemium· Free: Free · Pro: $19 / month · Team: $99 / month · Business Hub: Contact salesdata-pipelinesllm-workflows

PandasAI

Coding · Multi-model (via LiteLLM)

7.1

Conversational data analysis library that turns natural-language questions into pandas, SQL and chart code.

Freemium· Basic: $10 · Pro: $30 · Enterprise: Contact salesdata-analysisnatural-language-sql

Tableau

Agents · Salesforce Einstein (multi-model, incl. OpenAI via Einstein Trust Layer)

7.1

Salesforce-owned BI platform that bolted generative AI onto enterprise dashboards via Tableau Pulse and Tableau Agent.

Paid· Tableau Standard: $ 15 USD/User/Month (Billed annually) · Tableau Enterprise: $ 35 USD/User/Month (Billed annually) · Tableau Next: $ 40 USD/User/Month (Billed annually)business-intelligencenatural-language-queries

AI2sql

Coding

7.0

Natural-language-to-SQL generator with desktop app, MCP server, and governed read-only access.

Freemium· Free tier (100 queries); Start $5/mo, Pro $11/mo, Team $23/mo; 7-day trialtext-to-sqlquery-optimization

RowSpeak

Agents · Gemini

7.0

AI spreadsheet analyst that turns messy Excel, CSV, and PDF tables into dashboards and management-ready reports.

Freemium· Essential: $8.3/mo · Professional: $24.9/mo · Premium: $49.9/mospreadsheet-analysisdata-visualization

Count

Agents · Multi-model (Anthropic, OpenAI, Google)

6.9

Collaborative AI-powered data canvas that blends SQL, Python, and natural-language agents for team analytics.

Freemium· Free; Pro $49/editor/mo; Scale $69/editor/mo (15-seat min); Enterprise customcollaborative-analyticsai-data-exploration

Gist AI

Writing · ChatGPT (OpenAI)

6.5

ChatGPT-powered Chrome extension that summarizes articles, YouTube videos, and PDFs in one click.

Free· Completely freearticle-summarizationyoutube-summarization

Telborg

Writing

6.5

AI-written daily briefings on US data center buildout, power, and permits.

Paid· Texas Data Centers Tracker — Pro: $189market intelligencedata center research

Chat2DB

Coding · Model-agnostic: OpenAI GPT-4o, Anthropic Claude, Google Gemini, DeepSeek, Qwen, and self-hosted Ollama/vLLM endpoints

AI-native SQL client and Text-to-SQL copilot for 30+ databases

Freemium· PRO: Contact Us · ENTERPRISE: Contact UsNatural-language SQL queryingMulti-database GUI client

CoreBase

Agents · Bring-your-own-key: Claude, GPT-4/4o, Gemini (plus built-in fallback models)

Governed AI-agent infrastructure that safely connects LLMs to your real data systems

Freemium· Free: $0 · Growth: $79/mo · Team: $249/mo · Enterprise: CustomGoverned text-to-SQL over production warehousesInternal Slack copilot with Salesforce and Jira actions

Fellou

Agents

The world's first agentic browser that plans and executes multi-step web workflows for you.

Freemium· Free: $0/month · Plus: $19.0/month · Pro: $39.9/month · Ultra: $199.9/monthCompetitive research reportsAutomated job applications

Neuron by Momenta Analytics

RAG

Turns SQL query history into an AI-ready semantic layer

Enterprise· Not publicly disclosed. Engagement-based pricing; a 3-day assessment and a free trial are offered on request. Typical delivery cycle is 4-6 weeks with 8-16 hours of client time.Semantic layer for text-to-SQL agentsGrounding data for RAG analytics chatbots

Perplexity Comet

Agents · Routes to Perplexity Sonar plus frontier models (OpenAI GPT, Anthropic Claude, Google Gemini) depending on task and subscription tier

An agentic AI browser from Perplexity that reads, reasons over, and acts on the pages you're viewing.

Freemium· Basic: $10 · Pro: $20 · Enterprise: Contact salesMulti-tab research synthesis with citationsAgentic email triage and drafting in Gmail

SQLite MCP Server

MCP Servers

Reference MCP server for querying and analyzing SQLite databases through Claude and other MCP clients.

Free· Free / open source (MIT). No usage fees; runs locally against a SQLite file you control.Ad-hoc SQL exploration of a local SQLite database from Claude DesktopPrototyping agentic business-intelligence workflows

Weather MCP Server

Agents

MCP server that gives Claude live weather, climate, terrain, and hazard data for any location on Earth.

Freemium· Free tier: 50 daily calls, standard polygon size. Paid plans: higher quotas and larger polygon analysis areas (contact / registration required for higher tiers).Site-specific fire risk assessmentFlood susceptibility screening