Human-Guided AI Tools, Ready to Use + Evolving
From ILE’s Studio to the Field
Welcome to our working shelf of AI-powered tools—built to support community resilience, regenerative learning, and ethical practice.
These are not polished products.
They’re Field Tools—serviceable yet experimental and still evolving.
Our evolving suite of tools is designed to support educators, community leaders, and social impact entrepreneurs as they navigate today’s economic and environmental challenges.
Designed in our creative studio using low-code platforms like AI Engine, Open AI, Notion, Zapier and Google Apps, these tools are:
Functional Prototypes (we’re using them with our clients)
Built to serve real-world work (made by educators and community development practitioners not just techies)
Since AI will never replace human insight and experience, we decided to stop waiting for our AI tools to be perfect (they will never be perfect) and start sharing what’s useful—early and in conversation with the communities they’re meant to serve.
We invite you to: Explore. Use. Reflect. Remix.
This is a beta lab. The real test is how they work in your world.
Let us know what resonates—or what could be better.
Disclaimer:
Our tools are experimental and in active development.
They are offered in good faith, with the intention to support thoughtful work in climate resilience, education, regenerative tourism, and nonprofit practice.
Please note:
These tools do not replace professional advice, lived experience, or cultural expertise.
They are starting points—meant to support reflection, communication, and planning.
Outputs may contain errors, oversights, or bias.
Though we work each day to train our AI tool to be as useful as possible, all content generated by AI should be reviewed critically and edited with context in mind.
Data privacy matters.
Do not enter sensitive or confidential information into these tools. I do not store or collect user data from your entries.
Use at your own discretion.
By using these beta tools, you acknowledge they are provided “as is,” and I assume no liability for decisions made based on tool outputs.
We welcome feedback and suggestions as part of this shared learning journey.
This is a living studio, no products are every finished.
Contact us to learn about our training and consultancy on AI automation and tool development.
Human -Guided AI Tools
Designed as a starting point for community-engaged planning, use this AI-supported Climate Resiliency Plan Generator to guide community planning sessions. Start here.
Designed for organizations – the 360° Resilience Lens is an AI-supported planning suite designed to support community-based real estate and housing leaders navigate climate and economic risks. Start here.
At ILE we are huge fans of service learning and the opportunity to connect K-12 students to local STEAM -focused community resiliency projects From conventional to home school settings, We have created a tool that can be used by teachers of all types. Start here.
Regenerative Tourism marries local climate and economic resiliency, community development and tourism. We are gathering insight on this emerging field and have developed a chatbot to help jump start visioning and planning for hosts and destination mangers. Start here.
Coming Soon!
Faith-Based Organizations (FBOs) that own land suitable for development have become crucial partners to states and cities facing housing shortages. ILE has developed AI-supported planning tools for FBOs, drawing on its experience working with faith- based housing organizations. Start here.