Transforming Industrial Data Infrastructure Solutions

Innovative tools for equipment lifecycle and intelligent systems.

Data Lifecycle Management

Comprehensive database for critical equipment failures.

Intelligent System Development

Four-layer architecture for optimized maintenance strategies.

Expert Diagnosis
Augmentation Tools

Innovating Data Infrastructure Solutions

At GFDR, we specialize in building robust data infrastructure for industrial equipment, focusing on lifecycle databases, intelligent systems, and advanced predictive maintenance strategies for critical machinery.

A complex assembly of industrial machinery components with numerous metal pipes, valves, and connectors. The surface has a metallic texture with a greyish color, and the equipment appears to be well-maintained.
A complex assembly of industrial machinery components with numerous metal pipes, valves, and connectors. The surface has a metallic texture with a greyish color, and the equipment appears to be well-maintained.

Data Infrastructure Solutions

We provide advanced data infrastructure services for industrial equipment lifecycle management and intelligent system development.

A complex network of industrial equipment featuring shiny metal pipes and machinery, including motors and valves. The setup appears to be part of a processing or manufacturing plant, highlighting various components and instrumentation involved in industrial operations.
A complex network of industrial equipment featuring shiny metal pipes and machinery, including motors and valves. The setup appears to be part of a processing or manufacturing plant, highlighting various components and instrumentation involved in industrial operations.
A spacious industrial workshop with multiple blue and white rail maintenance vehicles positioned on tracks. The vehicles are surrounded by a structural framework of yellow metal platforms and ladders, used for maintenance purposes. Overhead cranes and a lattice of beams and lighting fixtures dominate the ceiling, providing a busy industrial atmosphere.
A spacious industrial workshop with multiple blue and white rail maintenance vehicles positioned on tracks. The vehicles are surrounded by a structural framework of yellow metal platforms and ladders, used for maintenance purposes. Overhead cranes and a lattice of beams and lighting fixtures dominate the ceiling, providing a busy industrial atmosphere.
Lifecycle Database Development

Building a comprehensive failure case library and multi-rate sensor data management for critical equipment types.

Intelligent System Design

Constructing a four-layer architecture utilizing GPT-4 API for optimized maintenance strategies and real-time processing.

Data Infrastructure

Building a comprehensive industrial equipment lifecycle database for analysis.

Two workers interact with a large piece of industrial machinery, possibly for maintenance or repair. The ground is rough and composed of gravel or rocks, and various tools and containers are scattered nearby. The machine dominates the upper part of the image, appearing heavy and complex with a metallic construction.
Two workers interact with a large piece of industrial machinery, possibly for maintenance or repair. The ground is rough and composed of gravel or rocks, and various tools and containers are scattered nearby. The machine dominates the upper part of the image, appearing heavy and complex with a metallic construction.
Intelligent System

Developing advanced maintenance strategy optimization and prediction models.

A complex network of blue hydraulic tubes connected to a metal machinery component, with a visible orange filter bearing text in the background. The surface exhibits signs of wear and dirt, indicating usage and exposure to industrial conditions.
A complex network of blue hydraulic tubes connected to a metal machinery component, with a visible orange filter bearing text in the background. The surface exhibits signs of wear and dirt, indicating usage and exposure to industrial conditions.
A close-up view of industrial machinery with a prominent blue color, featuring the number SSI.255 in large white text. Visible are several metallic components, including a wheel and bolts, with some wear and rust.
A close-up view of industrial machinery with a prominent blue color, featuring the number SSI.255 in large white text. Visible are several metallic components, including a wheel and bolts, with some wear and rust.
An industrial indoor scene showing an intricate setup of machinery and equipment. There are numerous cables and pipes intertwined, with a chain hoist hanging from above. A staircase is visible on the left side, leading to a platform with railings. Various electrical equipment and control boxes are positioned around the area. The environment seems to be part of a larger facility, with a large vent pipe running horizontally across the wall in the background.
An industrial indoor scene showing an intricate setup of machinery and equipment. There are numerous cables and pipes intertwined, with a chain hoist hanging from above. A staircase is visible on the left side, leading to a platform with railings. Various electrical equipment and control boxes are positioned around the area. The environment seems to be part of a larger facility, with a large vent pipe running horizontally across the wall in the background.
Validation Phase

Testing scenarios for predictive maintenance in industrial applications.