AI Building Management Dashboards for Real-Time Scheduling

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Solution Overview

Problem

Existing property management systems rely on manual reports and lack integration with AI, leading to inefficient management, variable service quality, and unstable staff performance, which complicates operations and hinders effective monitoring and scheduling.

Innovation Solution

A building AI smart management system that integrates a dashboard management module, cloud smart device monitoring, scheduling, and data processing modules to automate data collection, analysis, and reporting, using AI to evaluate performance and manage building operations.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Ease of operation

If manual management and maintenance of equipment and meters are performed, then staff can directly handle property management tasks, but the work becomes complicated and service quality varies from person to person

Engineering Contradiction:
Improveservice quality consistencyVSAvoidmanagement system complexity
Core Design Contradiction:
Ease of operationVSDevice complexity

Solution Approach 1:

The patent replaces manual mechanical management operations with an AI-based automated management system. The system uses sensors to automatically detect equipment status, AI algorithms to analyze data and generate maintenance schedules, and automated notifications to alert relevant personnel. This substitution eliminates human variability in service quality while reducing the complexity of manual tracking and coordination.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The management system performs self-service by automatically monitoring equipment status through sensors, generating maintenance schedules based on predefined criteria, and notifying relevant personnel without requiring manual intervention. The system autonomously manages property management tasks, eliminating the need for complex human coordination and ensuring consistent service delivery.

Inventive Principle:
Principle #25Self-service

2Productivity

If staff size is reduced to simplify operations, then management costs decrease, but the work becomes more complicated and harder to manage

Engineering Contradiction:
Improvemanagement efficiencyVSAvoidsystem complexity
Core Design Contradiction:
ProductivityVSDevice complexity

Solution Approach 1:

The patent replaces human staff with an AI-based automated management system that performs monitoring, analysis, and coordination functions. The system uses sensors to collect data, AI algorithms to process information and make decisions, and automated communication channels to notify personnel. This substitution maintains or improves management efficiency while reducing dependency on large staff numbers.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The AI management system performs multiple functions that would otherwise require different staff members: monitoring equipment status, generating maintenance schedules, tracking property management tasks, and notifying relevant personnel. This multi-functional system consolidates various management roles into a single integrated platform, improving efficiency without increasing complexity.

Inventive Principle:
Principle #6Universality (Multi-functionality)

3Ease of manufacture

If manual reporting methods are used for property events, then implementation is simple, but integration effects cannot be displayed and data analysis is limited

Engineering Contradiction:
Improvesystem implementation simplicityVSAvoiddata integration capability
Core Design Contradiction:
Ease of manufactureVSLoss of information

Solution Approach 1:

The patent replaces manual reporting with an automated sensor-based data collection system. Sensors continuously monitor equipment status and environmental conditions, automatically transmitting data to the AI management platform. This eliminates manual data entry while enabling comprehensive data integration and analysis, preserving implementation simplicity through automated processes.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The AI management system acts as an intermediary between sensors and decision-makers. It receives raw data from sensors, processes and analyzes the information using AI algorithms, and presents actionable insights to personnel. This intermediary layer enables full data integration and analysis capabilities while maintaining system simplicity through automated processing.

Inventive Principle:
Principle #24Intermediary (Mediator)

4Reliability

If AI program is introduced to automate management, then service quality consistency improves, but device complexity and implementation difficulty increase

Engineering Contradiction:
Improveservice quality stabilityVSAvoidsystem complexity
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent replaces variable human judgment with consistent AI-based decision-making. The AI algorithm processes sensor data according to predefined criteria and rules, ensuring uniform application of management standards across all situations. This substitution eliminates human variability and ensures reliable, consistent service quality while maintaining manageable system complexity through rule-based processing.

Inventive Principle:
Principle #28Mechanics substitution (Replace mechanical system)

Data Source

PatentUS12572122B2Building AI smart management system
Publication Date: 2026.03.10 CHANG CHIEN-JONG
  • US12572122B2 patent drawing
  • US12572122B2 patent drawing
  • US12572122B2 patent drawing

AI summary

A building AI smart management system comprises a dashboard management module, a scheduling dashboard module, a statistics dashboard module, a data input report processing module, a data report output module, and a cross-platform link module, which are located on a server or a mobile device, wherein the server or the mobile device is electrically connected to the monitor.