Canonical: https://ai-nterprise.com/agents/ Language: en Content status: published Public reading formats · English # For AI agents The same public content. Ready to read, retrieve and cite. ## One source. Several reading formats. These formats are generated from the pages served on this site. They preserve the public wording, canonical links, source attributions and text descriptions of the framework figures. No account or JavaScript is needed to read them. **The book:** Forthcoming · Q4 2026 · English edition Start here · Text ### [A compact site guide](https://ai-nterprise.com/llms.txt) Page descriptions, canonical links, reading formats and original publications. /llms.txt Read everything · Text ### [All public page text](https://ai-nterprise.com/llms-full.txt) The complete text of the public pages in one document, with links and diagram transcripts. /llms-full.txt Browse · JSON ### [A structured index](https://ai-nterprise.com/agent-index.json) Page metadata, source references, Markdown locations and content hashes. /agent-index.json Retrieve · JSON ### [Full page content](https://ai-nterprise.com/agent-content.json) The same Markdown text, grouped by canonical page and tied to the served HTML by a hash. /agent-content.json ## Read by page Choose the original HTML or its generated Markdown representation. - ### [Knowledge, judgment, and authority](https://ai-nterprise.com/) The book, open framework and practical resources for the human–agent enterprise, by Ottaviano De Cicco. [Read the page](https://ai-nterprise.com/) [Read Markdown](https://ai-nterprise.com/agents/content/home.md) - ### [About Ottaviano De Cicco](https://ai-nterprise.com/about/) Ottaviano De Cicco, technology executive and advisor, and author of AI-nterprise. Enterprise technology, digital transformation and AI governance. [Read the page](https://ai-nterprise.com/about/) [Read Markdown](https://ai-nterprise.com/agents/content/about.md) - ### [An illustrative action boundary](https://ai-nterprise.com/action-boundary/) A synthetic refund proposal tests an active mandate and current claim version. No payment is executed. [Read the page](https://ai-nterprise.com/action-boundary/) [Read Markdown](https://ai-nterprise.com/agents/content/action-boundary.md) - ### [Ideas](https://ai-nterprise.com/articles/) Read the full manifesto and essays by Ottaviano De Cicco on institutional design, organizational learning, and human judgment. [Read the page](https://ai-nterprise.com/articles/) [Read Markdown](https://ai-nterprise.com/agents/content/articles.md) - ### [AI-nterprise: A Manifesto for the Human-Agent Enterprise](https://ai-nterprise.com/articles/manifesto/) The institutional question behind the AI-nterprise framework. [Read the page](https://ai-nterprise.com/articles/manifesto/) [Read Markdown](https://ai-nterprise.com/agents/content/articles/manifesto.md) - ### [The Human Hallucination: The AI Failure Mode Nobody Is Measuring](https://ai-nterprise.com/articles/the-human-hallucination/) Why human judgment and confidence must be assessed alongside machine output. [Read the page](https://ai-nterprise.com/articles/the-human-hallucination/) [Read Markdown](https://ai-nterprise.com/agents/content/articles/the-human-hallucination.md) - ### [The Model Is Rented. The Learning Must Be Yours.](https://ai-nterprise.com/articles/the-model-is-rented/) How an organization retains what it learns while using rented models. [Read the page](https://ai-nterprise.com/articles/the-model-is-rented/) [Read Markdown](https://ai-nterprise.com/agents/content/articles/the-model-is-rented.md) - ### [The book](https://ai-nterprise.com/book/) AI-nterprise by Ottaviano De Cicco: the argument, open white paper and free printable resources. [Read the page](https://ai-nterprise.com/book/) [Read Markdown](https://ai-nterprise.com/agents/content/book.md) - ### [Contact Ottaviano De Cicco](https://ai-nterprise.com/contact/) Contact Ottaviano De Cicco about AI-nterprise and the governance of enterprise AI workflows. [Read the page](https://ai-nterprise.com/contact/) [Read Markdown](https://ai-nterprise.com/agents/content/contact.md) - ### [Framework · A visual reference model](https://ai-nterprise.com/framework/) Follow the AI-nterprise model visually: four decisions, three control planes and three coupled loops. [Read the page](https://ai-nterprise.com/framework/) [Read Markdown](https://ai-nterprise.com/agents/content/framework.md) - ### [Vocabulary](https://ai-nterprise.com/glossary/) Definitions and exact formulations from the AI-nterprise framework, with direct term links and the source DOI. [Read the page](https://ai-nterprise.com/glossary/) [Read Markdown](https://ai-nterprise.com/agents/content/glossary.md) - ### [Resources](https://ai-nterprise.com/tools/) Download Four Questions Before an Agent’s Answer Becomes Action: instructions, a process map, a filled example, and an open licence. [Read the page](https://ai-nterprise.com/tools/) [Read Markdown](https://ai-nterprise.com/agents/content/tools.md) ## Original publications Publication dates below belong to the original works. A content hash identifies a site snapshot; it is not a publication date. - [AI-nterprise: A Manifesto for the Human-Agent Enterprise ↗](https://www.linkedin.com/pulse/ai-nterprise-manifesto-human-agent-enterprise-ottaviano-de-cicco-jjmbe) 2026-09-04 - [AI-nterprise: Governing What the Organization Knows ↗](https://doi.org/10.5281/zenodo.22282125) 2026-09-03 · v1.0 - [The Model Is Rented. The Learning Must Be Yours. ↗](https://www.linkedin.com/pulse/model-rented-learning-must-yours-ottaviano-de-cicco-16xsf) 2026-07-15 - [WebSigil: A Measurement Authority Architecture for AI Reliability ↗](https://doi.org/10.5281/zenodo.21177726) 2026-07-03 · v1.0 - [The Human Hallucination: The AI Failure Mode Nobody Is Measuring ↗](https://www.linkedin.com/pulse/human-hallucination-ai-failure-mode-nobody-measuring-de-cicco-exjhf) 2026-06-12 ## Keep the context attached. Cite a page by its canonical URL and retain the author, source, version and limits stated there. The original publications remain the references for their respective claims. The framework figures have text transcripts; motion and layout are available on the HTML pages. The action-boundary demonstration and film are illustrations. They do not establish product capabilities or enterprise outcomes. These endpoints provide public reading material, not an API for executing actions. ## Scope and reuse The exports contain the public website. They do not include the unpublished book manuscript, private drafts, subscriber information or project files. A reading format does not change the licence of a work. The worksheet and white paper retain the licences stated on their source pages; other author texts retain their existing copyright and attribution. [Contact the author](https://ai-nterprise.com/contact/)