AI School Improvement Planning With Intent Recognition and Tracking

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Solution Overview

Problem

There is a gap in providing AI-integrated educational technology solutions that cater to the specific training needs of school leaders, particularly in elementary and secondary education, with limited resources available for in-service training and a need for customized, data-driven insights and on-demand resources.

Innovation Solution

An AI-powered computer-implemented system that integrates a document filtering module, intent recognition module, and implementation, tracking, and evaluation module to provide customized school improvement plans, utilizing a conversational language understanding engine, knowledge-based database, and domain-specific algorithms to analyze user inputs and generate actionable insights.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Adaptability or versatility

If traditional professional development tools are used for teachers, then pedagogical skills can be enhanced, but school leaders lack relevant resources for addressing complex leadership challenges

Engineering Contradiction:

Improveadaptability of professional development resourcesVSAvoidcomplexity of leadership challenges

Core Design Contradiction:

Adaptability or versatilityVSDevice complexity

Solution Approach 1:

The system is designed to serve multiple user roles (teachers, school leaders, administrators) with a single unified platform that provides both general professional development resources and specialized leadership tools, eliminating the need for separate systems for different educational stakeholders

Inventive Principle:

Principle #6Universality (Multi-functionality)

2Productivity

If generic professional development resources are provided, then broad coverage is achieved, but customized learning paths for individual school leaders cannot be created

Engineering Contradiction:

Improveefficiency of professional development deliveryVSAvoidcustomization capability for individual needs

Core Design Contradiction:

ProductivityVSAdaptability or versatility

Solution Approach 1:

The system pre-processes and organizes professional development content into modular, reusable components before users arrive, enabling rapid assembly of customized learning paths without requiring real-time content creation or curation during the interaction

Inventive Principle:

Principle #10Preliminary action

Solution Approach 2:

The system dynamically adjusts and reconfigures professional development resources based on real-time user inputs, performance data, and feedback, transforming static generic content into adaptive customized learning experiences that evolve with user needs

Inventive Principle:

Principle #15Dynamics

3Measurement precision

If manual analysis of student performance metrics and staff evaluations is performed, then data-driven insights can be obtained, but significant time and resources are required

Engineering Contradiction:

Improveprecision of performance evaluationVSAvoidtime required for data analysis

Core Design Contradiction:

Measurement precisionVSLoss of time

Solution Approach 1:

The system replaces manual mechanical analysis of performance data with automated computational algorithms that process student performance metrics, staff evaluations, and feedback instantaneously, maintaining high measurement precision while eliminating time-consuming manual review processes

Inventive Principle:

Principle #28Mechanics substitution (Replace mechanical system)

Solution Approach 2:

The system enables automated self-analysis of performance data where the platform independently processes and interprets metrics without requiring human intervention, generating actionable insights automatically and making them available to users on-demand

Inventive Principle:

Principle #25Self-service

Data Source

PatentUS20260065398A1Ai-powered system for creating customized school improvement plans and method thereof

Publication Date: 2026.03.05 LANE KIMBERLY DION

AI summary

The present disclosure relates to an artificial intelligence (AI)-powered computer-implemented system (100) for connecting school leaders with informative resources that are aligned with industry-specific educational standards. The system (100) comprising a user device (102). The system (100) also comprising a document filtering module (104) configured to analyses and filter documents based on relevance to the received user inputs. The system (100) also comprising an intent recognition module (106) configured to interpret the user inputs to identify the user's intent and specific requirements. The system (100) also comprising a cloud-based application programming interface (API) module (114) and a page ranking module (116). The system (100) also comprising an artificial intelligence-based processing assembly (118) further having a document searching module (120), a text extraction module (122), and a summarizer (124). The system (100) also comprising an implementation, tracking, and evaluation module (ITEM) (126) configured to enable the users to apply best practices by providing recommendations, tracking progress, and evaluating outcomes.