What do Enterprise Data Science solutions do?

Enterprise Data Science solutions on the 3DEXPERIENCE 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 3DEXPERIENCE 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 3DEXPERIENCE 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.

3DEXPERIENCE Enterprise Data Science

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 3DEXPERIENCE 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.

Key Features and Benefits

Reduce Risks

Get the full picture of your supply chain to increase agility and mitigate risks.

Improve Project Performance

Monitor, assess and optimize program performance with strong, dynamic data visualization.

Predict and Prevent Failures

Detect weak signals early to prevent unexpected breakdowns and shorten downtime.

Decrease Time to Market

Leverage data science and AI on the collaborative 3DEXPERIENCE platform for data-driven product part sourcing.

Achieve Operational Excellence

Deliver projects and programs on time, budget and quality while freeing time and resources for new projects.

Enterprise Data Science Topics

3DEXPERIENCE 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 ガイド付き部品調達によるコスト削減

人工知能と類似 3D 形状テクノロジーを組み合わせることで、製品部品の大幅なコスト削減を実現

AI によるアセット・パフォーマンスの最大化

データ駆動型フィードバック・ループと機械学習により、稼働中のフリートの可用性を最適化

AI-Optimized Capital-Intensive Programs

Deliver complex projects on time, quality and budget with data-driven collaboration and decision-making solutions for all stakeholders with 3DEXPERIENCE®.

Transforming Supply Chain Risk Management with Intelligence

How powerful sourcing and procurement intelligence delivers the best business decisions at the right time, every time.

AI-Powered Virtual Twin Experiences

Empower Your Organization by Connecting Data, Decisions and Operations

Enterprise Data Science Portfolio

3DEXPERIENCE 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

検索条件に一致する項目が17件あります

Classification Intelligence Analyst

Classify your parts to organize and reveal knowledge from your patrimony of 3D components.

ロール

Continuous Improvement Analyst

AI-driven detection of emerging problems to anticipate the investigation on systems’ reliability of Assets in operations

ロール

Customer Voice Analyst

Reveal the needs and pain points of end customers to improve products & services, deliver high-quality customer experience, and increase customer loyalty

ロール

Data Analyst

Explore and analyze enterprise data to create data perspectives based on business needs

ロール

Data Engineer

Collect and prepare data to provide ready-to-use datasets

ロール

Data Explorer

No-code data exploration to reveal insights

ロール

Data Linguist

Build & enrich taxonomies and extract semantic with AI, from unstructured textual data

ロール

Data Operations Engineer

Keep your data pipelines running at their best. Data Operations Engineer gives your ops teams the operational control they need — nothing more, nothing less.

ロール

Data Viewer

Navigate and interact with your company data

ロール

Field Quality Analyst

Smart guidance empowering after-sales organizations on reactive/preventive maintenance activities aiming at fostering investigation & reducing resolution times.

ロール

Issue Intelligence Consumer

Cockpit to get a live status on issues management, for performing analysis on past & ongoing issues, with the ability to build new analytics to answer questions

ロール

Preferred Component Consumer

Empower designers with optimized components directly accessible in design, in line with your company's standardization and sourcing strategy

ロール

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.

Customer Stories

How leading companies are using our solutions

お客様活用事例 | 航空宇宙・防衛

ダッソー・アビエーション

3DEXPERIENCE により、保有航空機を最大限に活用

ダッソー・アビエーションは、フランスの航空宇宙企業です。3DEXPERIENCE プラットフォームでデータ・サイエンス・ポートフォリオを活用し、保有航空機を最大限に活用しています。

ダッソー・アビエーションの事例を読む

数十億のイベント管理は、もはや課題ではありません。テクノロジーは十分に成熟し、2 次元、3 次元、画像、テキスト、IoT などの異種データを管理することもできます。課題は、すべてのデータを一貫性のある正規化されたモデルに変換しながら、新しいコラボレーション方法を構築し、期待される可用性の実現に関与する複数の組織をシームレスに連携することです。
Bruno Chevalier 氏
ダッソー・アビエーション、ミリタリー・カスタマサポート担当シニア・バイス・プレジデント

コベルコ建機

コベルコ建機は、Single Source for Speed およびIntegrated Heavy Machinery インダストリー・ソリューション・エクスペリエンスを活用することで設計プロセスを最適化し、組織全体で情報へのアクセスを改善しています。

お客様活用事例

Electrum

3DEXPERIENCEプラットフォームのMODSIMで開発し電動バイク ‐ Electrum

お客様活用事例

CSADI社

中国の中南建築設計院(CSADI社)は、3DEXPERIENCEプラットフォームを採用して、Building Design for FabricationおよびIntegrated Built Environmentにより、武漢市の次世代気象レーダー観測所の建設をシミュレーションする、コンストラクション・バーチャル・ツインを活用しています。

お客様活用事例

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Enterprise Data Science FAQs

Also Discover

Discipline

Collaborative Innovation

Capture shared knowledge across stakeholder communities, giving your teams a rich source of enterprise knowledge they can reuse to make faster, smarter decisions.

Learn more