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<ol class="chapter"><li class="chapter-item expanded "><a href="introduction.html"><strong aria-hidden="true">1.</strong> Introduction</a></li><li class="chapter-item expanded "><a href="picture-success.html"><strong aria-hidden="true">2.</strong> Picture of Success</a></li><li class="chapter-item expanded "><a href="success-factor.html"><strong aria-hidden="true">3.</strong> Success Factors</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="success-hr.html"><strong aria-hidden="true">3.1.</strong> Success with HR</a></li><li class="chapter-item expanded "><a href="success-ai.html"><strong aria-hidden="true">3.2.</strong> Success with AI</a></li><li class="chapter-item expanded "><a href="success-cli.html"><strong aria-hidden="true">3.3.</strong> Success with CLI</a></li><li class="chapter-item expanded "><a href="success-linux.html"><strong aria-hidden="true">3.4.</strong> Success with Linux</a></li><li class="chapter-item expanded "><a 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class="chapter-item expanded "><a href="tool-postgrest.html"><strong aria-hidden="true">6.4.</strong> PostgREST</a></li><li class="chapter-item expanded "><a href="tool-aichat.html"><strong aria-hidden="true">6.5.</strong> AIChat</a></li><li class="chapter-item expanded "><a href="tool-nushell.html"><strong aria-hidden="true">6.6.</strong> Nushell</a></li><li class="chapter-item expanded "><a href="tool-zellij.html"><strong aria-hidden="true">6.7.</strong> Zellij</a></li><li class="chapter-item expanded "><a href="tool-git.html"><strong aria-hidden="true">6.8.</strong> Git</a></li><li class="chapter-item expanded "><a href="tool-obsidian.html"><strong aria-hidden="true">6.9.</strong> Obsidian</a></li><li class="chapter-item expanded "><a href="tool-netbird.html"><strong aria-hidden="true">6.10.</strong> Netbird</a></li><li class="chapter-item expanded "><a href="tool-idempiere.html"><strong aria-hidden="true">6.11.</strong> iDempiere</a></li><li class="chapter-item expanded "><a href="tool-htmx.html"><strong aria-hidden="true">6.12.</strong> htmx</a></li><li class="chapter-item expanded "><a href="tool-discourse.html"><strong aria-hidden="true">6.13.</strong> Discourse</a></li><li class="chapter-item expanded "><a href="tool-mdbook.html"><strong aria-hidden="true">6.14.</strong> mdBook</a></li><li class="chapter-item expanded "><a href="tool-others.html"><strong aria-hidden="true">6.15.</strong> Others</a></li></ol></li><li class="chapter-item expanded "><a href="stack-architecture.html"><strong aria-hidden="true">7.</strong> Stack Architecture</a></li><li class="chapter-item expanded "><a href="stack-application.html"><strong aria-hidden="true">8.</strong> Stack Application</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="application-deploy.html"><strong aria-hidden="true">8.1.</strong> Deployment</a></li><li class="chapter-item expanded "><a href="application-workflow.html"><strong aria-hidden="true">8.2.</strong> Workflow</a></li><li class="chapter-item expanded "><a href="application-attribute.html"><strong aria-hidden="true">8.3.</strong> Attribute Tagging</a></li></ol></li><li class="chapter-item expanded "><a href="best-practices.html"><strong aria-hidden="true">9.</strong> Stack Best Practices</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="best-practices-operation.html"><strong aria-hidden="true">9.1.</strong> Operation Best Practices</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="best-practices-operation-say.html"><strong aria-hidden="true">9.1.1.</strong> Say What We Do</a></li><li class="chapter-item expanded "><a href="best-practices-operation-do.html"><strong aria-hidden="true">9.1.2.</strong> Do What We Said</a></li><li class="chapter-item expanded "><a href="best-practices-operation-prove.html"><strong aria-hidden="true">9.1.3.</strong> Prove We Did It</a></li><li class="chapter-item expanded "><a href="best-practices-operation-feedback.html"><strong aria-hidden="true">9.1.4.</strong> Welcome Feedback</a></li><li class="chapter-item expanded "><a href="best-practices-operation-improve.html"><strong aria-hidden="true">9.1.5.</strong> Continuously Improve</a></li></ol></li><li class="chapter-item expanded "><a href="data-management-philosophy.html"><strong aria-hidden="true">9.2.</strong> Data Management Philosophy</a></li><li class="chapter-item expanded "><a href="postgres-conventions.html"><strong aria-hidden="true">9.3.</strong> Postgres Conventions</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="postgres-convention/schema.html"><strong aria-hidden="true">9.3.1.</strong> Private and API Schema</a></li><li class="chapter-item expanded "><a href="postgres-convention/abbreviation.html"><strong aria-hidden="true">9.3.2.</strong> Abbreviation</a></li><li class="chapter-item expanded "><a href="postgres-convention/table-convention.html"><strong aria-hidden="true">9.3.3.</strong> Table Convention</a></li><li class="chapter-item expanded "><a href="postgres-convention/column-convention.html"><strong aria-hidden="true">9.3.4.</strong> Column Convention</a></li><li class="chapter-item expanded "><a href="postgres-convention/table-record-convention.html"><strong aria-hidden="true">9.3.5.</strong> Table and Record</a></li><li class="chapter-item expanded "><a href="postgres-convention/uuid.html"><strong aria-hidden="true">9.3.6.</strong> UUID</a></li><li class="chapter-item expanded "><a href="postgres-convention/json-array-table-column.html"><strong aria-hidden="true">9.3.7.</strong> JSON vs Array vs Table</a></li><li class="chapter-item expanded "><a href="postgres-convention/enum-type-convention.html"><strong aria-hidden="true">9.3.8.</strong> enum and Type</a></li><li class="chapter-item expanded "><a href="postgres-convention/partition-convention.html"><strong aria-hidden="true">9.3.9.</strong> Partition</a></li><li class="chapter-item expanded "><a href="postgres-convention/function-convention.html"><strong aria-hidden="true">9.3.10.</strong> Function</a></li><li class="chapter-item expanded "><a href="postgres-convention/trigger-convention.html"><strong aria-hidden="true">9.3.11.</strong> Trigger</a></li><li class="chapter-item expanded "><a href="postgres-convention/comment.html"><strong aria-hidden="true">9.3.12.</strong> Comments</a></li><li class="chapter-item expanded "><a href="postgres-convention/sample-table-convention.html"><strong aria-hidden="true">9.3.13.</strong> Sample Table</a></li><li class="chapter-item expanded "><a href="postgres-convention/scalability-convention.html"><strong aria-hidden="true">9.3.14.</strong> Scalability</a></li><li class="chapter-item expanded "><a href="postgres-convention/nushell.html"><strong aria-hidden="true">9.3.15.</strong> Nushell psql</a></li><li class="chapter-item expanded "><a href="postgres-convention/to-be-resolved-convention.html"><strong aria-hidden="true">9.3.16.</strong> To Be Resolved</a></li></ol></li><li class="chapter-item expanded "><a href="postgres-services.html"><strong aria-hidden="true">9.4.</strong> Postgres Services</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="postgres-convention/async.html"><strong aria-hidden="true">9.4.1.</strong> Async</a></li><li class="chapter-item expanded "><a href="postgres-convention/attribute-tag.html"><strong aria-hidden="true">9.4.2.</strong> Attribute Tagging</a></li><li class="chapter-item expanded "><a href="postgres-convention/change-log.html"><strong aria-hidden="true">9.4.3.</strong> Change Log</a></li><li class="chapter-item expanded "><a href="postgres-convention/event.html"><strong aria-hidden="true">9.4.4.</strong> Event</a></li><li class="chapter-item expanded "><a href="postgres-convention/notify.html"><strong aria-hidden="true">9.4.5.</strong> Notify</a></li><li class="chapter-item expanded "><a href="postgres-convention/request.html"><strong aria-hidden="true">9.4.6.</strong> Request Workflow</a></li><li class="chapter-item expanded "><a href="postgres-convention/statistics-convention.html"><strong aria-hidden="true">9.4.7.</strong> Statistics</a></li><li class="chapter-item expanded "><a href="postgres-convention/system-configuration-convention.html"><strong aria-hidden="true">9.4.8.</strong> System Configuration</a></li></ol></li></ol></li><li class="chapter-item expanded "><a href="cli-tutor.html"><strong aria-hidden="true">10.</strong> Stack Tutor</a></li><li class="chapter-item expanded "><a href="stack-academy.html"><strong aria-hidden="true">11.</strong> Stack Academy</a></li><li class="chapter-item expanded "><a href="stack-local.html" class="active"><strong aria-hidden="true">12.</strong> Local Community Support</a></li><li class="chapter-item expanded "><a href="terminology.html"><strong aria-hidden="true">13.</strong> Terminology</a></li><li class="chapter-item expanded "><a href="roadmap.html"><strong aria-hidden="true">14.</strong> Roadmap</a></li><li class="chapter-item expanded "><a href="project-history.html"><strong aria-hidden="true">15.</strong> Project History</a></li><li class="chapter-item expanded "><a href="reference.html"><strong aria-hidden="true">16.</strong> References</a></li><li class="chapter-item expanded affix "><li class="spacer"></li><li class="chapter-item expanded "><a href="code-of-conduct.html"><strong aria-hidden="true">17.</strong> Code of Conduct</a></li><li class="chapter-item expanded "><a href="privacy-policy.html"><strong aria-hidden="true">18.</strong> Privacy Policy</a></li><li class="chapter-item expanded affix "><li class="spacer"></li><li class="chapter-item expanded "><a href="blog.html"><strong aria-hidden="true">19.</strong> Blog</a></li><li><ol class="section"><li class="chapter-item expanded "><a href="blog-postgresql-json-show-sales-order.html"><strong aria-hidden="true">19.1.</strong> How to Extract JSON from PostgreSQL</a></li><li class="chapter-item expanded "><a href="blog-incus-netbird-phoenixnap-isolated.html"><strong aria-hidden="true">19.2.</strong> Isolated Public-Facing Services in Incus</a></li><li class="chapter-item expanded "><a href="blog-local-co-op-funding-help.html"><strong aria-hidden="true">19.3.</strong> Local AI Funding - Time to Bring Back the Co-op</a></li><li class="chapter-item expanded "><a href="blog-llm-ai-production-deploy.html"><strong aria-hidden="true">19.4.</strong> Production Open Source Chat with Work Instructions</a></li><li class="chapter-item expanded "><a href="blog-chuck-stack-it-job-description-assessment.html"><strong aria-hidden="true">19.5.</strong> chuck-stack IT Job Description</a></li><li class="chapter-item expanded "><a href="blog-rsync-net.html"><strong aria-hidden="true">19.6.</strong> Immutable Off-site Backups are Imperative</a></li><li class="chapter-item expanded "><a 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<h1 id="ai-and-operational-excellence-in-your-community"><a class="header" href="#ai-and-operational-excellence-in-your-community">AI and Operational Excellence In Your Community</a></h1>
<h2 id="summary"><a class="header" href="#summary">Summary</a></h2>
<p>The purpose of this page is to help your local community, state or country achieve operational excellence through AI in general and the chuck-stack specifically.</p>
<h2 id="toc"><a class="header" href="#toc">TOC</a></h2>
<ul>
<li><a href="#why-consider-local-chuck-stack">Why Consider Local chuck-stack</a></li>
<li><a href="#get-started">Get Started</a></li>
<li><a href="#picture-of-success">Picture of Success</a></li>
<li><a href="#foundations-in-quality">Foundations in Quality</a></li>
<li><a href="#technology-co-op">Technology Co-op</a></li>
<li><a href="#operational-co-op">Operational Co-op</a></li>
<li><a href="#pick-your-founding-organization">Pick Your Founding Organization</a></li>
<li><a href="#funding">Funding</a></li>
<li><a href="#benefit-entity">Benefit Entity</a></li>
<li><a href="#learn-more">Learn More</a></li>
</ul>
<h2 id="why-consider-local-chuck-stack"><a class="header" href="#why-consider-local-chuck-stack">Why Consider Local chuck-stack</a></h2>
<p>Here is why the chuck-stack matters to your local community:</p>
<ul>
<li>As humans, we strive to be relevant.
<ul>
<li>Technology is moving quickly and adoption is difficult.</li>
<li>Finding a kind and patient guide to technology (specifically AI) is also difficult.</li>
<li>chuck-stack makes technology adoption as easy as possible for small and medium organizations.</li>
</ul>
</li>
<li>The wealth and power disparity gap is widening across the globe.
<ul>
<li>Large organizations are getting larger.</li>
<li>Large organizations are using AI to be everywhere all at once.</li>
<li>Small and medium organizations are facing rapidly increasing direct competition from large organizations.</li>
<li>Small and medium organizations account for about 96% of all entities around the world.</li>
<li>Small and medium organizations are your neighbors.</li>
<li>Small and medium organizations are the people who matter to the most to your local community.</li>
<li>Small and medium states and countries facing these same threats and challenges from large countries.</li>
<li>If want to keep more money and more resources in community, we want to help!</li>
</ul>
</li>
<li>Age and wisdom matter.
<ul>
<li>We have aging workforce.</li>
<li>We need this group to remain relevant and productive.</li>
<li>We need to support distributing this wisdom and ability to the balance of your organization.</li>
</ul>
</li>
<li>chuck-stack represents an equalizing force in these emerging imbalances.
<ul>
<li>We make free and open source tools available to everyone in every corner of the globe.</li>
<li>We minimize the expertise needed to use AI in your organization.</li>
<li>We build a community of shared support (skills and knowledge).</li>
<li>We build the attitude of collective prosperity.</li>
<li>We increase and organization's potential and competitive advantage.</li>
<li>We help communities grow and retain wealth and resources.</li>
</ul>
</li>
</ul>
<h2 id="get-started"><a class="header" href="#get-started">Get Started</a></h2>
<p>Let's discuss how to get started supporting your local community.</p>
<ol>
<li>Begin by identifying someone in your local community to champion this effort. Examples include:
<ol>
<li>EDC - Economic Development Council</li>
<li>CoC - Chamber of Commerce</li>
<li>Quality Organizations</li>
<li>Manufacturing Organizations</li>
</ol>
</li>
<li>Determine how you wish to start:
<ol>
<li><a href="#technology-co-op">Technology Co-op</a></li>
<li><a href="#operational-co-op">Operational Co-op</a></li>
<li><a href="#pick-your-founding-organization">Founding organization(s)</a></li>
<li>Some combination of all the above</li>
</ol>
</li>
</ol>
<p>Here is how to get started:</p>
<ul>
<li>Purchase a seat in the <a href="./stack-academy.html">stack-academy</a>. You only need one to get started.</li>
<li>Create a local chuck-stack <a href="#benefit-entity">benefit entity</a> to amplify your local efforts.</li>
<li>The stack-academy will help the local benefit entity raise support for more local organizations.</li>
<li>The local benefit entity will become an expert in supporting the chuck-stack and empower more local organizations.</li>
</ul>
<h2 id="picture-of-success"><a class="header" href="#picture-of-success">Picture of Success</a></h2>
<p>The chuck-stack promotes foundational quality concepts across operations, technology and human resources.</p>
<p>At a minimum, your organizations will learn fundamental best practices. The picture of success means organizations can amplify these best practices using AI to do more, be more and support more of your local community.</p>
<p>What areas of excellence:</p>
<ul>
<li>Operational</li>
<li>Technical</li>
<li>Human resources</li>
</ul>
<h2 id="foundations-in-quality"><a class="header" href="#foundations-in-quality">Foundations in Quality</a></h2>
<p>The minimum your organization will achieve is <a href="./best-practices-operation.html">quality best practices</a>. These are the building blocks to achieve <a href="./best-practices-operation.html#external-quality-program-breakdown">today's highest standards</a>.</p>
<p>We will create a quality standard that adheres to:</p>
<ul>
<li>Say what we do</li>
<li>Do what we said we would do</li>
<li>Prove that we did it</li>
<li>Welcome feedback</li>
<li>Focus on continuous improvement</li>
</ul>
<p>We will use AI to amplify, augment and automate processes around each of these steps.</p>
<h2 id="technology-co-op"><a class="header" href="#technology-co-op">Technology Co-op</a></h2>
<p>One option to get started is to create a local technology co-op. The purpose of the co-op is to provide shared resources for the benefit of local organizations.</p>
<p>Starting the co-op is reasonably simply:</p>
<ul>
<li>Purchase a seat in the <a href="./stack-academy.html">stack-academy</a> - you only need one.</li>
<li>Find 2 to 3 people from your local community that <a href="./blog-chuck-stack-it-job-description-assessment.html">fit this description</a>.</li>
<li>Make these people available to your local community in the same way the chuck-stack is organized (open discussion meeting, on-site support, deployment of best practices).</li>
</ul>
<p>We can help you evaluate and choose your people.</p>
<h2 id="operational-co-op"><a class="header" href="#operational-co-op">Operational Co-op</a></h2>
<p>One of the benefits of AI is the decentralization of information and abilities. Said another way, your local community will be able to do more to support itself with less.</p>
<p>There is a reason why Warren Buffet likes to own insurance companies. They are some of the most profitable organizations in the world, and they provide meaningful reserves of cash. The challenge is that running an insurance company relies on the execution of a complex set of rules and regulations.</p>
<p>AI will soon embody these complex abilities (like insurance), and return the ability to keep local funds in local hands. Said another way, AI and the chuck-stack will foster the return of local services supporting local communities.</p>
<p>We need to help local communities develop these local abilities. We need the ability to reason about AI as fast as possible.</p>
<h2 id="pick-your-founding-organization"><a class="header" href="#pick-your-founding-organization">Pick Your Founding Organization</a></h2>
<p>Another option to get started is by finding small or medium organizations in your country, state, or community that represent the types of organizations you want to see excel. These organizations can be for-profit, not-for-profit or any organized entity.</p>
<p>Here are example criteria to help you pick your local small and medium organizations:</p>
<ul>
<li>Desire - find organizations to desire to remain relevant in the next decade</li>
<li>Spirit - find those who can prove a spirit of willingness and innovation</li>
<li>Basic capabilities - find those to have access to the minimum technology skill needed (Linux and SQL) - or at least the desire and spirit to adopt them.</li>
</ul>
<h2 id="funding"><a class="header" href="#funding">Funding</a></h2>
<p>The purpose of this section is to discuss local entity funding. AI funding and support can come from many places:</p>
<ul>
<li>Federal government</li>
<li>State government</li>
<li>Local government</li>
<li>Foundations</li>
</ul>
<p>One purpose of the stack-academy is to help your local benefit entity apply for funding to support more local organizations.</p>
<p><a href="./blog-llm-ai-production-deploy.html">Here is an example</a> of what everyone should have as the minimum AI capabilities. These are the exact capabilities the above funding agencies are striving to support in their local communities.</p>
<p>We have put in the work to create the examples. We will help you turn the examples into applications for funding.</p>
<h2 id="benefit-entity"><a class="header" href="#benefit-entity">Benefit Entity</a></h2>
<p>A benefit entity is a legal organization owned by someone in your community for the benefit of your community. We purposefully use the word 'benefit' as a general term. The actual types of legal entities vary around the world. For example, you may choose a:</p>
<ul>
<li>not-for-profit</li>
<li>for-profit benefit corporation</li>
<li>co-op</li>
<li>social purpose corporations</li>
<li>low-profit limited liability companies (L3Cs)</li>
</ul>
<p>There are also local certifications that help you assert your entity meets social and environmental standards.</p>
<p>The point is that you should be aware of what types of local entities best serve your community's needs.</p>
<h2 id="learn-more"><a class="header" href="#learn-more">Learn More</a></h2>
<p>If you want help executing the topics in this article, join the <a href="./stack-academy.html">stack-academy</a>. Not ready to join... We can always <a href="../learn-more.html">stay connected</a> to learn more.</p>
<br>
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