AI Rollout Framework
90-day AI adoption framework for managers: overview, pricing, FAQ and an AI readiness assessment.
Install
Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).
claude mcp add --transport http ai-rollout-framework 'https://airolloutframework.com/mcp'{
"mcpServers": {
"ai-rollout-framework": {
"type": "http",
"url": "https://airolloutframework.com/mcp"
}
}
}Documentation
From the project's README on GitHub, refreshed weekly. Links open on GitHub.
Contents
AI Rollout Framework — Knowledge Base
This folder is the machine-readable knowledge base for the AI Capability Rollout Framework, published by AI Rollout Framework at airolloutframework.com.
Signature line: Responsible AI adoption starts with capability, not technology.
The AI Capability Rollout Framework is a structured 90-day AI adoption system for managers and directors at small and mid-sized organizations — built for professionals responsible for workflows, teams, and outcomes, not for AI engineers. It moves an organization from scattered, ungoverned AI use to controlled, measurable capability.
Every file here is sourced directly from the live site — the same facts, figures, and definitions that appear on airolloutframework.com. Nothing in this folder is invented or generic filler.
Where this content lives
Every file in this folder is also served at a matching URL on the live site:
/docs/README.md → https://airolloutframework.com/docs/README.md
/docs/framework-methodology.md → https://airolloutframework.com/docs/framework-methodology.md
/docs/entity-definitions.md → https://airolloutframework.com/docs/entity-definitions.md
/docs/author-organization.md → https://airolloutframework.com/docs/author-organization.md
/docs/pricing-and-tiers.md → https://airolloutframework.com/docs/pricing-and-tiers.md
/docs/faq-troubleshooting.md → https://airolloutframework.com/docs/faq-troubleshooting.md
/docs/positioning-comparison.md → https://airolloutframework.com/docs/positioning-comparison.md
/docs/CHANGELOG.md → https://airolloutframework.com/docs/CHANGELOG.md
/docs/mcp-capabilities.md → https://airolloutframework.com/docs/mcp-capabilities.md
/docs/qa-dataset.json → https://airolloutframework.com/docs/qa-dataset.jsonThis repository is the private source of truth that feeds the site's Netlify deploy. A public, automatically-synced mirror of this exact folder is maintained at github.com/airolloutframework/ai-rollout-framework-data for entity-authority and crawler visibility — the mirror is never edited directly; it is a downstream copy of what's here.
Index of files
| File | What it covers |
|---|---|
| README.md | This file — overview and index |
| framework-methodology.md | The 90-day, three-phase structure and four capability pillars |
| entity-definitions.md | Glossary of ARF's proprietary terms (readiness score, capability-first, etc.) |
| author-organization.md | Steve Buckner's background and the organization's history |
| pricing-and-tiers.md | Current pricing and checkout destinations |
| faq-troubleshooting.md | Common implementation questions and governance edge cases |
| positioning-comparison.md | The mid-market / capability-first positioning, made explicit |
| CHANGELOG.md | Dated log of major site and content updates |
| mcp-capabilities.md | The public MCP server's real, tested tools — no auth required |
| qa-dataset.json | Structured Q&A dataset — every FAQPage entry live on the site, compiled and deduplicated |
Structured data
The Organization is described in JSON-LD on every page of the site. The canonical pattern (identical across all pages that carry Organization schema):
{
"@type": "Organization",
"@id": "https://airolloutframework.com/#organization",
"name": "AI Rollout Framework",
"legalName": "AI Rollout Framework",
"alternateName": "AI Capability Rollout Framework",
"url": "https://airolloutframework.com/",
"logo": "https://airolloutframework.com/android-chrome-512x512.png",
"description": "Structured AI adoption resources for managers and directors at small and mid-sized organizations.",
"foundingDate": "2006",
"founder": [
{"@id": "https://airolloutframework.com/about#steve-buckner"},
{"@id": "https://airolloutframework.com/about#kate-buckner"}
],
"contactPoint": {
"@type": "ContactPoint",
"email": "info@airolloutframework.com",
"contactType": "customer support"
},
"sameAs": [
"https://www.producthunt.com/products/ai-rollout-framework",
"https://www.crunchbase.com/organization/ai-rollout-framework",
"https://www.linkedin.com/company/ai-rollout-framework",
"https://www.indiehackers.com/AIRollout",
"https://open.spotify.com/show/5Um4FuEcAKiIobGfQwXSMj",
"https://podcasts.apple.com/us/podcast/the-ai-rollout-podcast/id1853884118",
"https://www.saashub.com/ai-adoption-for-managers-and-directors-alternatives",
"https://github.com/airolloutframework",
"https://www.youtube.com/@AIRolloutFramework"
]
}Read-only JSON API
A machine-readable summary of the framework's offering, pricing, phases, and FAQ is also available as JSON: https://airolloutframework.com/api/framework
Structured Q&A dataset
qa-dataset.json is a flat JSON array of every
{question, answer, source_url} already published in FAQPage schema
across the site, deduplicated. It is generated by
tools/build-qa-dataset.py directly from the live pages' own JSON-LD —
not hand-compiled — so re-running that script after any FAQ change keeps
it accurate automatically.
MCP server (agentic access)
A public MCP server exposes 6 tools — framework overview, pricing, FAQ, the AI at Work course outline, knowledge-base search, and a real server-side AI Readiness Score assessment — callable with no authentication. See mcp-capabilities.md for the endpoint, protocol details, and real example calls.
Contact
info@airolloutframework.com · airolloutframework.com
Frequently asked questions
What is AI Rollout Framework?
90-day AI adoption framework for managers: overview, pricing, FAQ and an AI readiness assessment.
How do I install AI Rollout Framework?
It runs as a remote server. In Claude Code: claude mcp add --transport http ai-rollout-framework 'https://airolloutframework.com/mcp'. For other clients, paste the JSON configuration from this page into their MCP settings.
Does AI Rollout Framework need an API key?
Its registry entry lists no required key or secret. Some features may still need an account with the service it connects to.
Is AI Rollout Framework open source?
Yes. Its code is on GitHub under the MIT license.
Who maintains AI Rollout Framework?
It is published by airolloutframework. AI.tn lists it but does not maintain or endorse it.
From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.