Noonchi (눈치) (n.) the subtle art to listen and gauge others' moods ; the awareness of your surroundings that allows appropriate actions
Empowering K12 decision-makers with context-aware intelligence and processes to lead sustainable transformation across four domains of service.
Educational Transformation
Comprehensive organizational change management and strategic planning for educational institutions.
EdTech Partnership Development
Strategic partnerships and collaboration with technology companies to enhance educational outcomes.
Custom AI Agent Hierarchy Design
Automating workflows to redirect cognitive loads to decision-makers & enrich the human-in-the-loop.
MCP Server and AI Applications
Custom MCP server development for contextual intelliegence across district tools
What we do in simpler terms:
AI literacy is not an option. To enable decision-makers, Noonchi service begins with custom programs built for adult learners to make sense through hands-on learning with real-world scenarios.
Professional Learning for AI
Curriculum will be differentiated and personalized for current resources.
Instructional AI Professional Learning
Comprehensive training for educators on AI integration in instructional practices, curriculum development, and student engagement strategies.
Example: iReady + Schoology + PowerSchool + Into Reading + Illustrative Math + Amplify Science etc.
Executive AI Professional Learning
Strategic AI leadership training for educational executives, including AI governance, policy development, and organizational transformation.
Example: PowerSchool, Frontline, Canvas, Skyward, ParentSquare, Tableau
General Projects
Custom solutions for educational technology integration and automation.
MCP Server & Custom Agent
Custom MCP server development and AI agent implementation for educational systems.
Instructional Applications Automation
Custom automation solutions for instructional workflows, including lesson planning, assessment automation, and student progress tracking.
EdTech Workflow Automations
Streamlined automation for EdTech company workflows, including customer onboarding, support ticket management, and product integration processes.
Submit a Project
Have a custom project in mind? Let's discuss your specific needs and create a tailored solution together.
Get StartedDistrict AI-Strategy and Projects
Strategic Advisor
Vendor Engagement & Contract Negotiations, EdTech Program Reduction & Revitalization, Sustainable Instructional Framework Development, Executive AI Application
Adoption Stabilization & Acceleration
Continuous Improvement Sprints, Weekly Standups, Compound Growth Tracking, EdTech EcoSystem Design, Workflow Automations
Digital/AI Project Management
Personalized Adult Learning, AI Optimization for Care Program & State Assessment, LMS/SIS Assessment & Compatibility Analysis, Solution Architecting
EdTech Partnership & Projects
Partner Architecture Development + Market Penetration Strategy
Founder's Intensive Bootcamp
40-Hour Immersive Bootcamp Required*, Partner Architecture Development, De-escalation Strategies, Conflict Resolution and Decision-Making Framework Development
District Sherpa
Metric-Driven Engagement & Equity-Centered Guidance, Simultaneous Stakeholder EcoSystem Mapping, Large District & State Initiative Intelligence, B2AI2C business model development, AI-Enablement & Operational Workflow
AI-Native Sales Enablement
Sales enablement strategies and adoption acceleration for EdTech products, AI-Native Lead Generation & Enrichment, GTM Engineering, MCP server framework design
Resources to Build Context & Awareness
Trends, Research & Innovations
Strategic roadmap for educational transformation and AI integration.
AI for English Learners: Strategic Implementation Framework
Interactive process map for implementing AI tools in English Language Development programs.
AI-Enabled Project-Based Learning: Expanding Writing Instruction
Transform any department into a writing-instruction powerhouse using AI-enabled project-based learning.
AI-Enhanced Feedback Systems: Revolutionizing Assessment and Instruction
Integrating AI into feedback mechanisms to provide personalized, actionable, and timely insights for educators and students.
Digital Infrastructure
Building robust digital foundations for AI integration and educational transformation.
Understanding AI Capabilities and Limits in Educational Settings
Professional learning framework addressing "Will AI Replace Me?" with Human-in-the-Loop implementation that enhances rather than replaces educators.
Cost of Inaction
Understanding the risks and missed opportunities of delaying AI implementation in education.
MCPs
Model Context Protocol implementation and integration strategies for educational systems.
CDE AI Resource Kit
Official California Department of Education AI resource kit for educational leaders and institutions.
Like a good lesson plan, differentiate to meet diverse needs
Guide to crafting effective AI prompts for educational applications.
Top 10 Automations
Examples and best practices for automating routine tasks and improving efficiency in educational institutions.
AI Readiness Assessments: Evaluating Your Institution's AI Preparedness
Comprehensive assessment framework to evaluate your institution's readiness for AI implementation and identify key areas for development.
Agent Noonchi: Your AI-Powered Educational Assistant
Coming soon! A personalized AI agent designed specifically for educational leaders and institutions.
Personalized Teams of AI Agents
A team of AI agents with an MCP server can cover a variety of tasks, from data analysis to content creation, providing comprehensive support for educational institutions.
Personalized AI Curriculum Framework
Purchase AI Literacy Framework for Admin that is pre-loaded with district platforms and tools
Strategic Consultation
Whether you're a superintendent seeking operational excellence, an EdTech company building authentic educational partnerships, or a district ready for advanced AI governance, we bring the strategic awareness and proven methodologies to create sustainable change.