Data Analytics solutions, also known as Altair KnowledgeWorks enable turning difficult data into smart data – accurate, trusted, and governed. Based on it you can make smart decisions to transform your business. KnowledgeWorks bridges the skills gap between data scientists and business analysts. Allow more people to make the right decisions.

- Data automation. Automate data collection, data cleansing, and data transformation. Use trusted and accurate data to make the right decisions. – Altair Monarch (data preparation), Altair Monarch Server (data automation), Altair Knowledge Hub (collaboration)
- Generate insight. Leverage advanced machine learning and AI. Understand what is impacting your business – Altair Knowledge Studio
- Share insight. Visualize real-time operational performance. Spot anomalies, trends, and clusters in seconds – Altair Panopticon
Watch this video to know more about Data Analytics solutions:
Download: Learn the principles and basics of Artificial Intelligence (AI) and Machine Learning (ML) technologies thanks to an eBook from Altair University, how machine learning is applied in Engineering, and in Data Analytics brochure read what Altair offers.
Data Analytics Products:

Altair Monarch
Monarch is desktop-based, self-service data preparation, offering the easiest way to access, clean, prepare and blend any data – including PDFs and semi-structured text files.
Monarch connects to multiple data sources including structured and unstructured data, cloud-based data, and big data. Connecting to data, cleansing, and manipulating data requires no coding.
Monarch can quickly convert disparate data formats into rows and columns for use in data analytics. Over 80 pre-built data preparation functions mean data preparation tasks can be completed quickly and error-free. More time is spent on generating value from data as opposed to making data usable to begin with.
Featured resources: Data Preparation | Guide: Guide to Self-Service Data Preparation | Webinar: Data Science for Engineers
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Altair Knowledge Studio
Solve business problems and predict outcomes with precision, efficiency, and agility.
Knowledge Studio is a market-leading easy-to-use machine learning and predictive analytics solution that rapidly visualizes data as it quickly generates explainable results – without requiring a single line of code.
A recognized analytics leader, Knowledge Studio brings transparency and automation to machine learning with features such as AutoML and Explainable AI without restricting how models are configured and tuned, giving you control over model building.
Featured resources: Machine Learning | Webinar: Data Science for Engineers Series 2: Predictive Modeling and Evaluation | Webinar: Increasing the Value of Your Data: Getting Started with Machine Learning
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Altair Panopticon
Get fast, visual analysis and monitoring of time-critical data, no coding required.
Panopticon lets business users, analysts, and engineers — the people closest to the action — build, modify, and deploy sophisticated data visualization and stream processing applications with a drag-and-drop interface. They can connect to virtually any data source, including big data sources, SQL and NoSQL databases, and message queues; develop complex event processing programs; and design visual user interfaces that give them the perspectives they need to make insightful, fully informed decisions based on massive amounts of data.
Featured resources: Data Visualization | Webinar: Data Science for Engineers: Deployment and Visualization | eGuide: Implement Effective Manufacturing Process Analytics
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Learn more about KnowledgeWorks at Altair.com.