Question: I need a solution that can provide real-time key performance indicators and data-driven insights to inform my business decisions.

If you need a system that offers real-time key performance indicators and data-driven insights, Loops could be a good option. Loops uses causal insights to optimize KPIs by spotting drops and explaining what's behind them. It can monitor KPIs in real time, perform causal analysis, and measure results with simulated A/B tests. With integration with common data sources like Google Analytics and Amplitude, Loops helps data analysts and product managers make decisions and suggests where to focus for the highest-leverage results.

Another strong contender is ThoughtSpot, an AI-infused analytics system that lets people ask complex data questions in plain English. It offers self-service analytics, embedded analytics and flexible data modeling so people can easily explore, analyze and share insights. ThoughtSpot is designed to grow with businesses of all sizes and is used in finance, retail, health care and other industries.

If you're looking for an all-purpose analytics system, Qlik offers a family of tools for data integration, analytics and artificial intelligence. It has a data fabric with a lot of depth, a lot of insight and a lot of integration with hundreds of data sources. Qlik's abilities include data streaming, application automation and AI features like AutoML, so it can be used in many different settings and industries.

Last, Spotfire is another mature analytics system for data discovery, analysis and decision-making. It lets people connect, analyze and act on their data in one place and has advanced data science abilities. With features for real-time decisions and automation, Spotfire is a good choice for companies that want a single system that spans visual analytics, data science and streaming data.