Best AI Data & Analytics Tools (2027)
AI data and analytics tools turn plain-English questions into SQL, charts and dashboards, clean spreadsheets and find insights in your business data. These are the 86 best AI data tools in our AI tools directory, ranked by our editors — our top picks right now are Julius AI, ClickHouse, Databricks and dbt.
All 86 AI data tools, ranked
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1
Julius AIFreemium
Chat with your data
AI data analyst that analyses spreadsheets and databases, runs Python, builds charts and explains results in plain English.
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2
ClickHouseFreemium
Fast open-source analytics database
Real-time OLAP database created at Yandex and now a US company, with ClickHouse Cloud, AI-powered SQL assistance and agentic analytics.
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3
DatabricksPay-per-use
The data intelligence platform
Lakehouse platform for data engineering, analytics and AI, with AI/BI Genie, Mosaic AI and model serving.
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4
dbtFreemium
Data transformation with dbt Copilot
The standard tool for transforming warehouse data with SQL, now with dbt Copilot to generate models, tests and documentation.
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5
Google BigQueryPay-per-use
Serverless data warehouse with Gemini
Google’s serverless data warehouse with built-in ML, vector search and Gemini that writes and explains SQL.
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6
HightouchPaid
Composable CDP with AI decisioning
US platform that activates warehouse data in marketing tools, with AI Decisioning agents that personalise campaigns.
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7
Microsoft Power BIFreemium
BI with Copilot
Microsoft’s business-intelligence tool with Copilot that builds reports and answers questions about your data.
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8
Omni AnalyticsPaid
AI analytics platform for business teams
US BI platform combining a governed semantic layer with spreadsheet, SQL and AI interfaces for self-service analytics.
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9
PostHogFreemium
All-in-one product platform with AI
Open-source product analytics, session replay, feature flags and experiments, with an AI assistant for insights.
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10
RoboflowFreemium
Build and deploy computer vision
End-to-end computer-vision platform: label datasets, train models and deploy them, with 500k+ open datasets.
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11
SnowflakePay-per-use
AI Data Cloud with Cortex AI
Cloud data platform with Cortex AI for LLM functions, search and analyst agents running next to your data.
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12
TableauPaid
Visual analytics with Tableau AI
Salesforce’s market-leading visual analytics platform with Tableau Pulse and AI agents that explain metrics.
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13
ABBYY FineReader PDFPaid
AI OCR and PDF editor
The famous OCR software from ABBYY, founded in Moscow and now US-based, for converting scans to editable files and comparing documents.
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14
AmplitudeFreemium
Digital analytics with AI agents
Product and web analytics platform with AI agents that monitor metrics, explain changes and suggest experiments.
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15
Datadog Bits AIPaid
AI agents for observability
Datadog’s monitoring platform with Bits AI agents that investigate incidents, write fixes and answer questions about infrastructure.
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16
DeepnoteFreemium
Collaborative AI data notebook
Jupyter-compatible notebook for teams with an AI agent that writes code, SQL and charts and turns analyses into apps.
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17
DynatracePaid
Observability with Davis AI
Enterprise observability platform with causal, predictive and generative AI for root-cause analysis and automation.
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18
KNIMEFree
Open-source data science platform
Free, open-source visual platform for data blending, analytics and ML, with an AI assistant that builds workflows.
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19
LogRocketFreemium
Session replay and product analytics with AI
Combines session replay, error tracking and product analytics with Galileo AI that watches sessions and flags issues.
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20
MetabaseFreemium
Open-source BI with Metabot AI
Easy open-source BI tool for questions and dashboards, with Metabot AI that answers questions and writes SQL.
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21
MixpanelFreemium
Product analytics with Spark AI
Event-based product analytics where you can ask questions in plain English and get charts instantly.
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22
SigmaPaid
Cloud BI with spreadsheet feel & AI
Spreadsheet-like analytics on top of your cloud warehouse with AI query, apps and write-back.
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23
TypeformFreemium
Conversational forms with AI
Beautiful one-question-at-a-time forms with AI that writes questions, analyses answers and boosts completion.
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24
Yandex MetricaFree
Free web analytics with session replay
Yandex’s free web analytics with session replay, heatmaps and AI-generated reports, the standard analytics tool for Russian websites.
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25
AtlanPaid
Active metadata & AI governance
Data catalog and governance platform with AI that documents assets, tracks lineage and governs AI models.
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26
CoefficientFreemium
Live data and AI in spreadsheets
Pulls live data from Salesforce, HubSpot, databases and more into Sheets and Excel, with GPT functions.
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27
DataikuPaid
Universal AI platform
Platform for data prep, ML, GenAI apps and agents with governance, for both coders and business analysts.
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28
FullstoryPaid
Behavioural data and session replay with AI
US digital-experience platform that captures every interaction and uses AI to surface friction, frustration and opportunities.
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29
Google Data StudioFree
Free dashboards from Google (formerly Looker Studio)
Google’s free dashboard tool — renamed back to Data Studio from Looker Studio — for shareable reports from Analytics, Ads, Sheets and BigQuery, with Gemini help.
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30
LookerPaid
AI business intelligence from Google Cloud
Google Cloud’s BI platform with a semantic layer and Gemini-powered conversational analytics and report building.
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31
Monte CarloPaid
Data + AI observability
Detects broken data pipelines and bad data with ML monitors, and extends observability to AI applications.
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32
New Relic AIFreemium
AI-powered observability
Observability platform with a generous free tier and New Relic AI that answers questions, explains errors and monitors AI apps.
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33
Palantir AIPPaid
AI platform for enterprises and governments
Palantir’s Artificial Intelligence Platform that connects LLMs to an organisation’s data and operations through the Ontology.
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34
PendoFreemium
Product analytics and in-app guidance
US product-experience platform with analytics, in-app guides, feedback and AI agent analytics for software teams.
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35
QuadraticFreemium
AI spreadsheet with code
Spreadsheet that mixes formulas with Python, SQL and JavaScript, plus AI that writes code and analyses data.
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36
QualtricsPaid
Experience management with AI
Survey and experience-management platform with AI that analyses feedback, predicts churn and recommends actions.
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37
Quantum MetricPaid
Digital analytics with AI
US analytics platform that quantifies the business impact of digital friction using session replay and Felix AI.
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38
SurveyMonkeyFreemium
Surveys with AI building & analysis
Popular survey tool (since 1999) that builds surveys from a prompt and summarises responses with AI.
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39
ThoughtSpotPaid
AI-powered analytics with Spotter
Search-driven analytics where Spotter, an AI analyst, answers business questions over your cloud data warehouse.
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40
Tonic.aiPaid
Synthetic data for software and AI
Generates realistic, privacy-safe synthetic and de-identified data for testing software and training AI models.
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41
UnstructuredFreemium
Turn documents into AI-ready data
Parses PDFs, slides, emails and images into clean, chunked data for RAG and agents, with open-source and enterprise options.
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42
Yandex DataLensFreemium
BI platform with Neuroanalyst AI
Yandex’s business-intelligence platform for dashboards and charts, with a Neuroanalyst assistant that builds visualisations from questions and an open-source edition.
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43
AlteryxPaid
Analytics automation with AI
Drag-and-drop data prep and analytics automation (since 1997) with AI Copilot and auto insights.
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44
AnaplanPaid
Planning and performance with AI
US connected-planning platform for finance, sales and supply chain with predictive forecasting and AI agents.
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45
AutosheetFreemium
AI agent for Excel & Google Sheets (formerly GPT for Work)
The tool formerly called GPT for Sheets & Docs: an AI agent that runs bulk AI tasks, cleans data and builds sheets in Excel and Google Sheets.
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46
DisplayrPaid
AI survey analysis & reporting
Analysis and reporting software for market researchers with AI text coding, automated reports and dashboards.
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47
EncordPaid
Data platform for multimodal AI
Manage, curate and annotate image, video, audio and document data for computer vision and multimodal models.
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48
KinaxisPaid
AI supply-chain planning
Ottawa-based supply-chain planning platform with concurrent planning, AI demand sensing and scenario simulations.
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49
LabelboxFreemium
Data labelling & evaluation platform
Platform and expert network for labelling images, text and video and evaluating generative models.
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50
Microsoft FabricPay-per-use
Unified data & AI platform with Copilot
All-in-one analytics platform combining data engineering, warehousing, real-time and Power BI, with Copilot throughout.
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51
QlikPaid
Analytics & AI with Qlik Answers
Long-standing analytics platform with associative engine, AutoML and Qlik Answers for unstructured data Q&A.
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52
RowsFreemium
The spreadsheet with AI built in
Modern spreadsheet with an AI analyst that summarises, classifies and charts data, plus live integrations.
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53
SAS ViyaPaid
AI and analytics platform
SAS’s cloud-native analytics platform for data management, machine learning, decisioning and governed AI in regulated industries.
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54
Scale AIPaid
Data for frontier AI
Data labelling, RLHF and evaluation provider behind many frontier models, plus a GenAI platform for enterprises.
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55
SuperAnnotatePaid
AI data platform for training & evals
Annotation, data curation and evaluation platform for computer vision, NLP and LLM fine-tuning.
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56
TolokaPay-per-use
Training data for AI agents and LLMs
Data-labelling platform spun out of Yandex, now global, that combines expert humans and AI to produce training and evaluation data.
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57
V7Paid
AI data labelling & document agents
Darwin for image and video annotation, and V7 Go agents that extract and analyse data from documents.
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58
Better AnalystFreemium
AI data analyst for reports (formerly Formula Bot)
Formerly Formula Bot: an AI data analyst that analyses uploaded data, builds reports and dashboards and still writes Excel, Sheets and SQL formulas.
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59
BricksFreemium
AI spreadsheets, docs & dashboards
Spreadsheet that builds reports, dashboards and formulas from prompts, turning data into presentations.
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60
DomoPaid
Data experience platform with AI
Cloud BI and data platform with connectors, apps and AI agents for business users.
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61
GraphyFreemium
AI charts that tell a story
Turns data into beautiful, interactive charts with AI-written insights you can share or embed.
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62
InstabasePaid
AI for document-heavy workflows
US platform whose AI Hub extracts, understands and acts on complex documents for banks, insurers and governments.
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63
MOSTLY AIFreemium
Synthetic data platform
Generates privacy-safe synthetic versions of tabular datasets that keep statistical patterns for analytics and AI.
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64
PresetFreemium
Managed Apache Superset with AI
Cloud-hosted Apache Superset for modern BI dashboards, with AI-assisted SQL and chart creation.
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65
SisensePaid
Embedded analytics with AI
Analytics platform for embedding AI-powered dashboards and insights into products and workflows.
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66
Smart EnginesPaid
On-device OCR and ID recognition
Document-scanning and ID-recognition SDKs, developed in Russia, that run fully on device for passports, cards and forms worldwide.
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67
SourcetableFreemium
AI spreadsheet that analyses for you
Spreadsheet with an AI assistant that cleans data, builds models and charts and connects to databases.
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68
Vanna AIFreemium
Open-source text-to-SQL
Python framework and hosted app that turns natural-language questions into accurate SQL using RAG on your schema.
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69
AkkioPaid
AI analytics for agencies
No-code predictive analytics and AI reporting built for media and marketing agencies.
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70
Amazon Quick SightPay-per-use
AI-powered BI on AWS
AWS’s serverless business intelligence, now part of Amazon Quick Suite, with natural-language questions, generative dashboards and data stories.
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71
EqualsPaid
Spreadsheet for startup finance
Spreadsheet connected to your database and SaaS tools with AI to automate reporting for startups.
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72
Fabi.aiFreemium
AI data analysis for SQL & Python
Collaborative notebook where AI writes SQL and Python, builds charts and shares reports and data apps.
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73
LoginomFreemium
Low-code data analysis platform
Russian visual platform for data integration, cleansing, analytics and ML scoring with drag-and-drop workflows.
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74
Numerous.aiPaid
ChatGPT in your spreadsheet
Brings AI functions into Google Sheets and Excel to write, categorise, extract and clean data at scale.
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75
Pecan AIPaid
Predictive analytics for business teams
Builds predictive models for churn, LTV and demand from your data through a chat interface, no data scientists needed.
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76
PolymerPaid
AI dashboards in minutes
Turns spreadsheets and data sources into interactive dashboards and insights with an AI assistant.
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77
PresightPaid
Big-data analytics and AI from Abu Dhabi
G42’s ADX-listed analytics company delivering AI platforms for smart cities, public safety, energy and government in the UAE and beyond.
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78
Snorkel AIPaid
Data-centric AI development
Programmatic labelling and expert data development for building and evaluating enterprise AI models.
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79
Text2SQL.aiFreemium
Generate SQL from plain English
Converts natural-language questions into SQL for many dialects and explains, fixes and optimises existing queries.
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80
VisiologyPaid
Russian enterprise BI platform
Corporate business-intelligence platform from Russia used as a domestic replacement for Western BI, with AI features for analysis.
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81
AI2SQLPaid
Natural language to SQL
Generates, explains and optimises SQL and NoSQL queries from plain-English prompts for many database engines.
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82
C3 AIPaid
Enterprise AI applications
US enterprise AI company with prebuilt applications for reliability, supply chain, fraud and defence, plus agentic AI tools.
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83
Obviously AIPaid
No-code predictive models
Build and deploy predictive machine-learning models from spreadsheets in minutes without code.
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84
PolymaticaPaid
Analytics and ML platform
Russian analytics platform for OLAP analysis, dashboards and machine learning on big data, used by banks and retailers.
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85
TelliusPaid
AI-powered decision intelligence
Natural-language analytics and automated insight discovery that explains why metrics changed.
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86
ZenlyticPaid
AI data analyst for business teams
LLM-powered BI with a semantic layer and an AI analyst, Zoë, that answers questions with trustworthy metrics.
Best AI Data & Analytics Tools — FAQ
What is the best AI data tool in 2027?
Julius AI is our top-rated AI data tool right now (4.6/5), followed by ClickHouse and Databricks. The best choice depends on your use case — compare features and pricing in the list above.
Are there free AI data tools?
Yes — 35 of the 86 AI data tools on this list are free or have a free plan, including Julius AI, ClickHouse, dbt and Microsoft Power BI. See every one on our free AI tools list.
How does ZORGO AI rank AI data tools?
Every tool is reviewed and rated out of 5 by a human editor for quality, usefulness and reliability, then ranked by rating and popularity. Paid placements are labelled “Sponsored” and editor ratings are never for sale.