Altair SmartWorks Analytics

Altair® SmartWorks™ Analytics

Empowering everyone to make augmented, data-driven decisions.

SmartWorks is an end-to-end platform that enables you to combine enterprise expertise with data and artificial intelligence (AI) to build analytics applications and scalable automation – with or without code.

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Future.AI Presentation

Develop AI-augmented Analytics

See how to use Altair SmartWorks Analytics to evolve from artisanal machine learning development to factory scale.

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Harness the Power of AI with Dynamic Tools

 

Data Connectivity

Data Connectivity

Easily connect to your organization’s data sources – including big data and IoT.

Data Exploration

Data Exploration

Find the signal in the noise using powerful drag and drop exploration.

Data Preparation

Data Preparation

Transform, join, and calculate columns to create exactly the frames you need.

AI Model Development

AI Model Development

Train predictive/prescriptive models and easily explain them.

AutoML

AutoML

Test models and augment AI workflows with easy-to-implement AutoML.

Model Operations

Model Operations

Manage, monitor, and continuously improve models and their performance.

Empower Everyone and Foster a Data-driven Culture

 

business teams

Business Teams

Generate and share data-driven insights across the organization without writing a single line of code.

data scientists

Data Scientists

Develop AI-augmented analytics in a single, end-to-end workflow with fully extensible out-of-the-box functionality.

data architects

Data Architects

Transform your organization’s data architecture and manage complex automation at scale.

Ready to develop AI-augmented analytics with SmartWorks?

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Conquer Enterprise-grade Challenges

 

Ensure security and governance

Ensure Security and Governance

Enforce oversight using fine-grained access control. Easily integrate with existing enterprise user management systems.

Deploy anywhere

Deploy Anywhere

Flexible deployment models include hosted on-premises, cloud, or a hybrid solution.

Easily Extend to Fit Unique Needs

Easily Extend to Fit Unique Needs

Extensible design architecture allows updates and customization. Rapidly integrate updates into the platform with no downtime.

Complement Tools of Today and Tomorrow

Complement Tools of Today and Tomorrow

Seamlessly integrate the most popular open-source tools, including Spark MLlib, Spark SQL, Pandas, Keras, MLflow, RAPIDS.AI, Scikit-Learn, and Seldon Core.

Future-Proof Analytics StrategyFuture-Proof Analytics Strategy

Future-proof Analytics Strategy

Scale up and down to efficiently support evolving business, technology, usage, and big data demands.

Break Down Silos

Break Down Silos

Eliminate barriers with a centralized and secure collaborative space for diverse teams to solve complex problems.

AWS, GCP, Azure, Python, Sklearn, Apache Spark, PostgreSQL, Apace Kafka

Seamless Compatibility

We work with the tools and tech you already know and love, including:

  • Data Sources: S3, MySQL, Oracle, PostgreSQL, MongoDB, Google BigQuery
  • Deployment Infrastructure: AWS, Kubernetes, Spark EMR
  • Model Management and MLOps: MLflow, Seldon Core
  • Big Data Processing: Spark SQL, Spark MLlib
  • Data Prep and ML Pipelines: Pandas, Scikit-Learn

Featured Resources

Altair® SmartWorks™ Analytics: Overview

Altair® SmartWorks™ Analytics is an end-to-end platform that enables you to combine enterprise expertise with data and artificial intelligence (AI) to build analytics applications and scalable automation – with or without code.

Product Overview Videos

Altair® SmartWorks™ Analytics: MLOps

Learn how to manage and securely operationalize machine learning models at scale.

Product Overview Videos

Altair® SmartWorks™ Analytics: AutoML

Explore how the AutoML nodes allow you to train classifiers by utilizing built-in feature transformations and optional automated hyperparameter tuning with our out-of-the box, and fully customizable gridsearch. AutoML models created using the Python-based engines of SmartWorks Analytics can be registered, versioned, and served through integrations with MLflow and Seldon Core.

Product Overview Videos

Evolve Artisanal Machine Learning Development to Factory Scale

Discover how Altair delivers an end-to-end platform that enables you to combine enterprise expertise with data and AI to build analytics applications and scalable automation – with or without code. Solving challenges in where multiple teams and skillsets are required to bring an AI and analytics project across the finish line. This breakout session by Sabina Stanescu, Senior Director, Product Management, Data Analytics, Altair, was presented at Future.AI in June 2021, and is about 20 minutes long.

Future.Industry 2021