Lumi data and AI platform

SLB unifies subsurface and operations within the Lumi™ data and AI platform—reducing fragmentation, accelerating AI deployment, and enabling trusted, enterprise-scale decision-making across the energy value chain.

Overview

Turn fragmented energy data into trusted, AI-ready insights

Energy companies generate petabytes of subsurface and operations data—but much of it remains siloed, duplicated, or inaccessible to advanced analytics. There are significant business costs to bad data, which directly impact profitability and operational performance. In a 2025 survey, more than 40% of chief operations officers cited data quality issues as their greatest data priority.

SLB addresses this challenge with the Lumi data and AI platform—an enterprise-grade environment that unifies data across the energy life cycle, standardizes workflows, and enables AI, machine learning (ML), and generative AI at scale.

Built on open standards and aligned with the Open Group’s OSDU® Technical Standard, the Lumi platform reduces integration complexity, while empowering domain experts to extract value from both structured and unstructured data.

The result: Faster time-to-insight, improved collaboration, and confident data-driven decisions across exploration, development, and production.

Applications

Deploy AI-ready data workflows across your enterprise

When organizations need to eliminate silos and accelerate analytics, the Lumi platform provides a unified environment that supports:

Subsurface planning and interpretation
Enable seismic processing, ML seismic interpretation, and property modeling workflows with full data lineage and versioning.
Operations optimization
Integrate production, drilling, and facilities data into a consistent, governed data foundation.
AI-driven document intelligence
Extract instant insights from a multitude of PDFs, reports, log images, rock imagery, and spreadsheets using the embedded Tela™ agentic-AI assistant
Cross-platform collaboration
Share data across Petrel™ subsurface software, Techlog™ wellbore software, FDPlan™ agile field development planning solution, OptiFlow™ production assurance solutions, and industry applications including Microsoft Power BI
Enterprise data modernization
Align legacy systems with a scalable, interoperable architecture based on open standards.

Modernize your approach to digital transformation

Maximize, elevate, and scale data-driven decision making, with AI.

Benefits

Accelerate insight. Improve trust. Scale AI with confidence.

The Lumi platform transforms how energy organizations ingest, curate, discover, and consume data—reducing operational friction, while enabling enterprise-wide AI adoption.

Higher data trust and quality: Built-in validation, duplicate detection, and automated mastering workflows improve data integrity before it reaches analytics applications.
Faster time-to-insight: Automated ingestion, real-time document extraction, and natural language search reduce manual effort and accelerate analytical workflows.
Improved interoperability: Standardization including the OSDU® Technical Standard enables systems to speak a common language—reducing integration overhead and improving cross-application collaboration.
Elimination of data silos: Link-based sharing and cross-platform access break down fragmented data environments—empowering unified insights across domains.
Scalable AI enablement: The Lumi platform enables organizations to develop, deploy, and operationalize AI, physics-based models, and generative AI within governed enterprise workflows.

Features

Enterprise-grade data foundations for AI-ready operations

Altitude

Ingest—simplify complex data ingestion

Lumi data workspace automates parent-entity detection, content-based duplicate checks, and format conversions—including seismic SEGY to ZGY/VDS—while preserving full data lineage.

Why it matters: Reduced ingestion time and improved trust before analysis begins.

Database_Upload

Curate—standardize and master data at scale

Rule-based reconciliation and automated bulk processing consolidate fragmented records into unified, high-quality data products aligned to OSDU® Technical Standard.

Why it matters: Consistent data models improve interoperability and governance.

Policy

Discover—unlock insights from structured and unstructured content

Natural language search, map-based visualization, seismic trace viewers, and Tela-driven document summarization empower domain experts to extract insights rapidly.

Why it matters: Experts spend less time searching and more time analyzing.

Consume—enable seamless collaboration

Full project versioning and link-based sharing make data accessible across tools—from subsurface applications to cloud analytics platforms.

Why it matters: Teams collaborate without application barriers or data duplication.

Answers to common questions

How does SLB reduce data fragmentation in energy operations?

SLB reduces fragmentation by unifying subsurface and operations datasets within the Lumi™ data and AI platform. Standardized data models, automated mastering, and link-based sharing eliminate silos and enable consistent, enterprise-wide data access.

How does the Lumi platform enable generative AI for energy workflows?

The Lumi platform enables generative AI by structuring and governing both structured and unstructured data. AI-powered document extraction and contextual summarization using the embedded Tela agentic-AI assistant allow domain experts to unlock insights from reports, images, and logs within governed workflows.

Is the Lumi platform aligned with open industry standards?

Yes. The Lumi platform is aligned with the OSDU® Technical Standard, ensuring interoperability, vendor neutrality, and scalable integration across applications and environments.

How does the Lumi platform improve time-to-insight?

The Lumi platform accelerates time-to-insight through automated ingestion workflows, built-in quality validation, natural language search, and seamless integration into familiar domain applications.

What business impact can organizations expect?

Organizations can expect improved data trust, reduced manual data wrangling, stronger governance, and faster AI deployment—helping mitigate the revenue impact often associated with poor data quality.

Deep Dive

Our portfolio of solutions

Explore how SLB's Lumi platform capabilities work together to unify data and AI across your organization. Each solution addresses a specific stage of the data and AI lifecycle from ingestion and governance to model deployment and collaboration. Whether you need to centralize subsurface data, deploy AI models at scale, build custom applications, or extract actionable insights, SLB's modular platform adapts to your workflow.