# Enterprise Data Science

Transform data into actionable knowledge to boost innovation and competitiveness and turn connected data into measurable outcomes.

Scattered Information Challenges

Business generates exponential amounts of data perpetually, and it goes unused. Disconnected systems, fragmented data sources and siloed teams make it hard to turn raw information into decisions that move the business forward. Without a common view of complex programs, products and operations, teams repeat work, overlook risks and lose time they can't afford. The cost is real: delayed decisions, missed market windows, repeated errors and programs that run over time and over budget. When data insights are inaccessible, every team operates with a partial picture, and business performance lags.

Put Your Data to Work

Artificial intelligence-driven Enterprise Data Science solutions on the collaborative **3D**EXPERIENCE platform provide enterprises a single, connected intelligence layer that turns contextualized data into confident decisions. Based on decades of working closely with industry leaders, the solutions address the full product journey, from planning and sourcing through operations.

Gain **industry perspectives**, turn intuition into **real-world evidence** thanks to virtual twin experiences, and capitalize on collective **knowledge and expertise** for better informed, data-driven decisions.

[Entrprse\_Data\_Scnce\_Hghlght\_1](/media/25547)

Key Features and Benefits

Reduce Risks

 ![](https://www.3ds.com/assets/invest/2020-12/icon-427-project-completion.png)

Improve Project Performance

 ![](https://www.3ds.com/assets/invest/2022-01/icon-424-visibility.png)

Predict and Prevent Failures

 ![](https://www.3ds.com/assets/invest/2021-01/icon-419-risk-focus.png)

Decrease Time to Market

 ![](https://www.3ds.com/assets/invest/2022-08/icon-420-silo-.png)

Achieve Operational Excellence

 ![](https://www.3ds.com/assets/invest/2022-09/icon-070a-quality.png)

Enterprise Data Science Topics

**3D**EXPERIENCE connects people, ideas, data and solutions in a single collaborative environment empowering businesses – from startups to large enterprises – to innovate, produce and trade in entirely new ways. Take a closer look at how the platform supports every stage of product development, collaboration, and innovation:

[AI-Guided Part Procurement Savings](/products/3dexperience/ai-guided-part-procurement-savings)

[AI-Maximized Asset Performance](/products/3dexperience/ai-maximized-asset-performance)

[AI-Optimized Capital-Intensive Programs](/products/3dexperience/ai-optimized-capital-intensive-programs)

[Transforming Supply Chain Risk Management with Intelligence](/products/3dexperience/supply-chain-risk-management-intelligence)

[AI-Powered Virtual Twin Experiences](/products/3dexperience/ai-powered-virtual-twin-experiences)

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## Enterprise Data Science Portfolio

**3D**EXPERIENCE products are packaged as **Roles** to get you up to speed faster and work more efficiently with all needed applications available at your fingertips. Choose the role that matches your organization's needs

Data Explorer

***Clarity From Complexity***

Elevate real-world data with virtual-world data, empowering everyone with actionable insights to learn from the past and navigate the future. With the **Data Explorer** role, you can analyze your personal data and company datasets and visualize them intuitively with charts and tables that update dynamically, filtering, sorting and drilling down into the most relevant information. Interact in 3D on the virtual twin. Simulate what-if scenarios and compare them for better-informed decisions while ensuring data security and traceability.

[Aura\_Data\_Analyst](/media/25450)

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Customer Stories (Enterprise Data Science)

How leading companies are using our solutions

Dassault Aviation

**Maximizing Fleet Availability with 3DEXPERIENCE**

French aerospace company Dassault Aviation leverages the **3D**EXPERIENCE platform powered by the data science portfolio to maximize fleet availability.

[Dassault Aviation - Dassault Systemes](/media/12241)

[   Read Dassault Aviation story     ](/insights/customer-stories/dassault-aviation-maximizes-fleet-availability)

Customer Story | Aerospace & Defense

 The challenge is no longer about managing billions of events; technology has been mature enough for that for some time and is also capable of managing heterogenous data spanning 2D, 3D, images, text or IoT. The challenge is about elevating all of this data into a consistent, normalized model, while creating new ways of collaboration to seamlessly connect the multiple organizations involved in delivering the expected availability.

Bruno Chevalier

Senior Executive Vice President, Military Customer Support, Dassault Aviation

[   Read more 3DEXPERIENCE customer stories     ](/insights/customer-stories)

## (Enterprise Data Science - Marketing asset WOC) Start Your Journey

Enterprise Data Science FAQs

What do Enterprise Data Science solutions do?

Enterprise Data Science solutions on the **3D**EXPERIENCE platform transform large volumes of heterogeneous, multi-source data into real-time intelligence. Teams get a single, trusted view that connects people, data and processes, so they can make faster, better-informed decisions across the enterprise.

How do Enterprise Data Science solutions support program delivery?

Enterprise Data Science solutions on the **3D**EXPERIENCE platform help monitor program changes and mitigate issues early. Business analytics and strong data visualization keep programs on time, on cost and on quality.

Can Enterprise Data Science solutions help reduce product part proliferation and sourcing costs?

Yes. Clustering technology based on 3D and semantic similarity lets you deduplicate, classify and standardize components. You can compare parts to find the right one to reuse and source qualified 3D components from a catalog of over 2,100 qualified suppliers.

How do Enterprise Data Science solutions improve asset availability?

Enterprise Data Science solutions connect operations back to engineering and design through virtual twin experiences. Combining real-world usage data with the digital model helps predict breakdowns, speed up root-cause analysis and schedule maintenance more accurately.

Do Enterprise Data Science solutions work with existing enterprise data?

Yes. Enterprise Data Science solutions on the **3D**EXPERIENCE platform map all enterprise data onto a common referential, breaking down silos across teams, sites and systems. Stakeholders collaborate on any device, any time, using 3D as a universal language.

Also Discover (Enterprise Knowledge)

[Collaborative Innovation](/products/3dexperience/collaborative-innovation)

[Agentic Process Orchestration](/products/3dexperience/agentic-process-orchestration)

[Sense Experience](/products/3dexperience/sense-experience)

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(3DEXPERIENCE)Learn What 3DEXPERIENCE Can Do for You

Speak with a **3D**EXPERIENCE expert to learn how our solutions enable people at all levels of the enterprise to make better, more informed business decisions.

[Contact us](/how-to-buy/contact-sales)

(3DEXPERIENCE footer)Get Started

Courses and classes are available for students, academia, professionals and companies. Find the right **3D**EXPERIENCE training for you.

[Find training](/edu)

(3DEXPERIENCE footer)Get Help

Find information on software & hardware certification, software downloads, user documentation, support contact and services offering

[Get support ](/support)

[Get services](/consulting-services-value-engagement)

 ![3DEXPERIENCE Enterprise Data Science > Dassault Systemes](https://www.3ds.com/assets/invest/2026-07/enterprise_logo_00071.jpg)

[  Get in touch     ](/how-to-buy/contact-sales)

[   Visit a 3DEXPERIENCE user community     ](/products/3dexperience/user-communities)

[Enterprise\_Data\_Science\_Final](/media/25542)

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