Case2Enterprise Asset Management Application
APEX (Asset Performance EXcellence) cockpit

#IoT
#Manufacturing
#Transportation
#Asset Management

Corporate assets such as IT infrastructure, manufacturing equipment, logistics machinery, and buildings play a critical role in business operations. However, accurately understanding how these assets are utilized and the value they generate to make informed investment decisions is not easy. Traditional asset management approaches typically only track the operational status of equipment and devices individually, without optimizing the overall operational efficiency.
BellaDati’s “APEX (Asset Performance EXcellence) Cockpit” for asset management provides a comprehensive solution to monitor and manage corporate assets. It enables data-driven decision-making to maximize ROI (Return on Investment) by optimizing asset performance across the organization.

Current Status and Challenges of Corporate Asset Management

The types of assets owned by a company are diverse, ranging from production equipment in factories, IT devices, energy generation facilities, vehicles, buildings, and even devices held by employees. The scope of management is vast.
 The following challenges exist in managing these assets:

Lack of visibility into operational status

There is no real-time visibility into how effectively assets are being utilized or which assets are inefficient.

Difficulty in making investment decisions

Investment decisions regarding the purchase of new equipment or the improvement and renewal of existing assets are often based on qualitative assessments, with a lack of mechanisms to quantitatively evaluate the validity of such investments.

Inefficiency in maintenance planning

The predominant approach is reactive maintenance, where actions are taken only after equipment fails, with a lack of preventive maintenance strategies.

Compliance adherence

Compliance with regulations and industry standards related to the management of various assets is crucial; however, inadequate management systems can lead to risks.

BellaDati Approach: APEX Cockpit

BellaDati’s APEX (Asset Performance EXcellence) Cockpit visualizes the operational status of corporate assets in real time, supporting the maximization of ROI. This platform is structured around the following three pillars:

Corporate Asset Management

Manages all assets owned by the company in a centralized manner.

  • Production equipment within factories
  • Power generation equipment at power plants
  • Vehicles in logistics
  • Condition of buildings and warehouses

It aggregates information such as asset operational status, usage frequency, and maintenance history, and visualizes it in a dashboard format. This enables the identification of inefficient assets and helps prevent over-investment.

ROI calculation simulation

The APEX Cockpit leverages machine learning algorithms to calculate ROI based on asset utilization. This simulation feature helps answer the following questions:

  • How long will this equipment remain usable?
  • Is the timing for new investment appropriate?
  • Should the current equipment be improved or replaced?

The results of the ROI simulation are presented in graph and chart formats, providing clear and easily understandable information for executives.

Insight (Recommendation)

The APEX Cockpit recommends specific action plans based on the collected data and ROI simulation results.

  • Recommendation for replacing inefficient assets
  • Development of preventive maintenance plans
  • Presentation of new investment scenarios

This recommendation feature goes beyond merely presenting data; it focuses on providing “insights” that support decision-making.

Industry-Specific Use Cases

The BellaDati APEX Cockpit can be applied to asset management across various industries.

Manufacturing Industry

Monitor the operational status of production equipment within factories to maximize production efficiency.

  • Identifying machines with low utilization rates
  • Reducing production costs
  • Predictive analysis of failure risks

Energy Industry

It supports the efficient operation of power generation equipment and optimization of energy consumption.

  • Monitoring power generation efficiency
  • Optimizing energy consumption
  • Reducing environmental impact

Logistics Industry

Visualize the operational status of vehicles and optimize transportation routes and maintenance management.

  • Reducing fuel costs
  • Improving vehicle operational efficiency
  • Optimizing maintenance planning

Construction Industry

Monitor the condition of buildings and develop maintenance plans.

  • Understanding the aging status of buildings
  • Developing maintenance schedules
  • Optimizing construction costs

Benefits of Implementing BellaDati

Improvement of operational efficiency

By gaining real-time insight into operational status, unnecessary resources are reduced, leading to a significant improvement in operational efficiency.

Cost reduction

Optimal investment decisions and maintenance planning reduce operational costs.

Risk reduction

Predictive analysis of issues helps prevent unexpected problems before they occur.