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Enterprise‑grade BI with built-in AI visuals, Azure Machine Learning integration, and robust data modeling for predictive scenarios.
#3 Tableau
Industry‑standard visual analytics platform that now includes Tableau Prep, Einstein Discovery integration, and extensible predictive extensions.
#4 Qlik Sense
Associative analytics engine with Augmented Intelligence, auto‑ML capabilities, and a rich set of predictive extensions.
#5 ThoughtSpot
Search‑driven analytics that leverages SpotIQ to automatically generate predictive insights and recommendations.
#6 Sisense
Full‑stack analytics platform with Sisense Fusion for embedding AI models and performing predictive analytics at scale.
#7 Domo
Cloud‑native BI with built‑in predictive modeling, data science workbench, and real‑time alerts.
AI‑augmented BI suite offering automated data preparation, predictive modeling, and natural language query capabilities.
Integrated analytics solution combining BI, planning, and predictive capabilities powered by SAP’s machine‑learning services.
#10 TIBCO Spotfire
Analytics platform with built‑in AI/ML, data wrangling, and predictive modeling via Spotfire Recommendations.
#11 Alteryx
Self‑service data analytics with drag‑and‑drop predictive tools, auto‑ML, and seamless integration with Python/R.
#12 DataRobot
Enterprise AI platform that automates model building, deployment, and monitoring, and can be embedded into BI dashboards.
#13 RapidMiner
Open‑source data science platform offering end‑to‑end predictive analytics, model management, and collaborative workflows.
#14 H2O.ai
Open‑source AI platform with Driverless AI for automated feature engineering, model selection, and deployment.
Scalable, serverless BI service with ML Insights that automatically surface predictive trends and anomalies.
Advanced analytics suite delivering interactive visualizations, statistical modeling, and predictive analytics workflows.
#17 MicroStrategy
Enterprise analytics platform with HyperIntelligence, built‑in predictive analytics, and native integration with data science tools.
#18 Yellowfin BI
Self‑service analytics with Yellowfin Signals for predictive alerts and AI‑driven storytelling.
#19 Zoho Analytics
Affordable analytics suite that includes AI‑assisted insights, forecasting, and integration with Zoho’s AI engine Zia.
#20 Mode Analytics
Collaborative analytics platform for data scientists, featuring SQL, Python, R notebooks, and built‑in predictive modeling.
Free visualization tool from Google that can connect to BigQuery ML and other predictive services for lightweight forecasting.