# LLMs for local business

<!-- updated_at: 2026-04-20 17:12:01 -->

Assistants should sound like your team—not the open internet guessing about your hours, policies, or tone. This page is about grounding, privacy, and review paths for edge cases. Minimize PII in prompts; prefer retrieval over dumping sensitive records unless architecture demands otherwise.

Humans still own the weird corners. Logging should help you improve without hoarding chatter you cannot defend later.


## Structured data (JSON-LD)

The public **HTML** page at `/local-llm-deployment` emits `application/ld+json` with the following `@graph` (Organization, WebSite, WebPage, Article, BreadcrumbList, plus any custom nodes from **SEO JSON-LD extra** in Admin). Assistants should treat the HTML URL as canonical for search; this block is for parity and tooling.

```json
{
    "@context": "https:\/\/schema.org",
    "@graph": [
        {
            "@type": "Organization",
            "@id": "https:\/\/thatonefirm.com\/#organization",
            "name": "That One Firm",
            "url": "https:\/\/thatonefirm.com\/"
        },
        {
            "@type": "WebSite",
            "@id": "https:\/\/thatonefirm.com\/#website",
            "name": "That One Firm",
            "url": "https:\/\/thatonefirm.com\/",
            "publisher": {
                "@id": "https:\/\/thatonefirm.com\/#organization"
            }
        },
        {
            "@type": "WebPage",
            "@id": "https:\/\/thatonefirm.com\/local-llm-deployment#webpage",
            "url": "https:\/\/thatonefirm.com\/local-llm-deployment",
            "name": "LLMs for local business",
            "description": "Grounding assistants in your site, policies, and CRM context so answers match how your team actually works.",
            "isPartOf": {
                "@id": "https:\/\/thatonefirm.com\/#website"
            },
            "dateModified": "2026-04-20T17:12:01+00:00",
            "breadcrumb": {
                "@id": "https:\/\/thatonefirm.com\/local-llm-deployment#breadcrumb"
            }
        },
        {
            "@type": "Article",
            "@id": "https:\/\/thatonefirm.com\/local-llm-deployment#article",
            "headline": "LLMs for local business",
            "description": "Grounding assistants in your site, policies, and CRM context so answers match how your team actually works.",
            "datePublished": "2026-04-20T13:14:44+00:00",
            "dateModified": "2026-04-20T17:12:01+00:00",
            "mainEntityOfPage": {
                "@id": "https:\/\/thatonefirm.com\/local-llm-deployment#webpage"
            },
            "author": {
                "@id": "https:\/\/thatonefirm.com\/#organization"
            },
            "publisher": {
                "@id": "https:\/\/thatonefirm.com\/#organization"
            },
            "url": "https:\/\/thatonefirm.com\/local-llm-deployment"
        },
        {
            "@type": "BreadcrumbList",
            "@id": "https:\/\/thatonefirm.com\/local-llm-deployment#breadcrumb",
            "itemListElement": [
                {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Home",
                    "item": "https:\/\/thatonefirm.com\/"
                },
                {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "LLMs for local business",
                    "item": "https:\/\/thatonefirm.com\/local-llm-deployment"
                }
            ]
        }
    ]
}
```