Change Management Logic for Organizational Bottlenecks
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Enterprise organizations face challenges in assessing and implementing operational changes across multiple locations without overwhelming departments or teams, leading to inconsistent service and inefficient adoption of new processes and technologies.
Innovation Solution
A platform and system that uses a scaling metric to measure the impact of changes across various components such as people, processes, technology, data, and deployment duration, allowing for better planning and coordination of changes by identifying suitable time periods for implementation and providing graphical user interfaces for visualization and decision-making.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Speed
If multiple changes are implemented across buildings and departments simultaneously, then the speed of organizational transformation is improved, but the capacity of teams and departments becomes overloaded leading to inconsistent service delivery
Solution Approach 1:
The patent segments the organization into buildings, departments, and teams as hierarchical units. Each unit is assessed independently for change capacity using standardized metrics, allowing granular control over change implementation speed while maintaining overall organizational coordination. This segmentation enables simultaneous changes across multiple units without overloading any single unit.
Solution Approach 2:
The system performs preliminary assessment of change capacity for each building, department, and team before implementing changes. Readiness metrics are calculated in advance to identify suitable time periods for change implementation, ensuring that changes are only deployed when the target unit has sufficient capacity to handle them reliably.
2Reliability
If change implementation is slowed down to avoid overloading teams, then service consistency is maintained, but the overall productivity of organizational transformation decreases
Solution Approach 1:
The patent implements dynamic change capacity assessment that adapts to the current state of each organizational unit. Readiness metrics are continuously updated based on existing workload, recent changes, and resource availability. This dynamic approach allows the organization to accelerate transformation when units have capacity and slow down when they are overloaded, optimizing both reliability and productivity.
Solution Approach 2:
The system changes the parameters of change implementation by adjusting the timing, scope, and sequencing of changes based on calculated readiness metrics. When readiness scores indicate high capacity, more aggressive change implementations are permitted. When scores indicate low capacity, the system automatically adjusts parameters to reduce change intensity or delay implementation, maintaining service consistency while preserving transformation productivity.
3Measurement precision
If comprehensive metrics are collected to assess change impact accurately, then the precision of change planning is improved, but the complexity of data collection and analysis increases
Solution Approach 1:
The patent implements a universal data collection framework that uses standardized metrics applicable across all organizational units (buildings, departments, teams). The same core metrics—such as current workload, recent change frequency, and resource availability—are collected uniformly at each level, enabling precise change impact assessment without requiring unit-specific complex measurement systems.
Solution Approach 2:
The assessment system uses a nested structure where team-level metrics are aggregated to department-level assessments, which are then aggregated to building-level assessments. This nesting allows comprehensive change impact analysis at any organizational level by combining simpler measurements from subordinate levels, reducing the complexity of data collection while maintaining measurement precision.
4Adaptability or versatility
If changes are rolled out iteratively across locations within a time window, then the adaptability of the organization to change is improved, but the total duration of change implementation increases
Solution Approach 1:
The patent implements periodic change rollouts where changes are deployed to multiple locations in structured waves rather than all at once or sequentially. The system uses readiness metrics to identify optimal time windows for each rollout wave, creating periodic implementation cycles that balance adaptability with duration. This periodic approach allows the organization to learn from each wave while maintaining an overall accelerated timeline compared to purely sequential implementation.
Data Source
AI summary
A system and method for managing and scheduling changes across an organization. A change management computer system can receive a request to implement a proposed change for a facility of the organization, determine a change score for the proposed change that quantifies a magnitude of impact for the proposed change on the facility, access, from a database, data records identifying other changes currently scheduled to be performed by the facility over a plurality of time periods, determine scheduled change scores for the facility for the plurality of time periods based on other changes scores for other scheduled changes, identify time periods from the plurality of time periods as suitable for scheduling the proposed change based on the scheduled change scores and change score for the proposed change, and output identification of the time periods as suitable for scheduling the proposed change for the facility.