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OIL & GAS

Where failure isn't an option.

Offshore rigs, refineries, and pipeline corridors are the most visually complex and safety-critical environments on earth. LexData delivers precision annotation and continuous monitoring for equipment, personnel, and hazard detection at scale.

// THE PROBLEM

What breaks AI in Oil & Gas

01. CRITICAL

Hazardous zone monitoring is still manual

Safety teams rely on human observation in environments where visibility is poor, access is restricted, and the stakes are measured in lives and regulatory penalties.

02. UNLABELED

Rig imagery is unlabeled and unusable

Thousands of hours of camera footage captured across rigs and facilities, but no structured data to train AI models. The data exists — the labels don't.

03. DEGRADING

Corrosion and wear evolve over time

Point-in-time inspections miss the progression. A valve that was fine last quarter is failing now. Without temporal tracking, you're always reacting instead of predicting.

// THE LEXDATA APPROACH

Continuous Safety Intelligence

Oil & Gas Intelligence

LexAnnotate

Precision Safety

Annotate rig images with bounding boxes for machinery, valves, flanges, and personnel with PPE classification. Safety-focused labels tailored to oil & gas operations. 12k+ images annotated in production deployments.

LexIntel

Corrosion Tracker

Link visual detections to asset management systems. Map corrosion to specific valve IDs, track progression across inspection cycles, connect to maintenance scheduling and compliance codes.

LexOperate

Safety Monitoring

Monitor deployed safety models against environmental changes — weather, lighting, equipment repositioning. Detect drift before it causes a missed hazard. Route failures back for immediate retraining.

Tactical View

Annotate & Verify

Annotate rig images with bounding boxes for machinery, valves, flanges, and personnel with PPE classification. Safety-focused labels tailored to oil & gas operations. 12k+ images annotated in production deployments.

2D / 3D BOUNDING BOXES
SEMANTIC SEGMENTATION
LIDAR & POINT CLOUD
VIDEO OBJECT TRACKING
EXPLORE LEXANNOTATE →
// APPLICATIONS

Where we operate

APPLICATION 01

Rig Equipment & Machinery Detection

Automated inventory and status monitoring for critical rig assets.

APPLICATION 02

Personnel & PPE Safety Monitoring

Real-time verification of helmets, vests, and safety harnesses.

APPLICATION 03

Hazard Zone Intrusion Detection

Immediate alerts for unauthorized personnel in red zones.

APPLICATION 04

Corrosion & Structural Degradation

Track rust spread on pipes and tanks over time.

APPLICATION 05

Methane Leak & Emissions Monitoring

Visual detection of gas plumes via infrared/thermal imagery.

APPLICATION 06

Offshore Platform Surveillance

24/7 visual monitoring of remote sea-based assets.

// FEATURED CASE STUDY

Hazardous Zone Monitoring

12k+ Precision Image Annotations Delivered Read Full Story
The Challenge

Lacked labeled rig imagery, delaying AI model training. Relied on manual monitoring in hazardous zones.

Our Execution

Annotated rig images with bounding boxes for machinery and personnel. Delivered precise, safety-focused labels.

The Result

Faster AI deployment with rapid model iteration. Improved safety through automated detection.

"Human-verified annotation for safety-critical environments. No margin for error."

"Temporal intelligence tracks corrosion rates and equipment degradation over time."

"Edge deployment for offshore and remote sites. Zero cloud dependency."

"NERC CIP and DNV GL compliance-ready infrastructure."

Bring us your Oil & Gas edge cases.