How We Use AI at Lozen Advisory
AI tools assist in research, content development, and analysis. They do not replace judgment, and they have no access to client information. This page explains what we use, why, and what remains entirely human.
The duty runs to you. That does not change.
Lozen Advisory is a confidential advisory service. The work we do with women executives is private, judgment-driven, and oriented entirely toward the individual. No AI tool participates in that work. No session content, no advisory conversation, no client information of any kind is processed through external AI systems.
What AI tools assist with is the work that runs alongside the advisory relationship: research synthesis, content development, pattern analysis in published data, and writing. That is the scope. It does not extend further.
AI tools inform how we think. They do not advise the executives we serve.
Where AI tools assist our work
The frameworks Lozen Advisory operates on — Invisible Attrition℠, The Tender Path℠, and Tacere — were developed through lived experience, pattern recognition across published research, workforce data, and professional literature. AI tools assist in synthesizing that volume of material efficiently. The analysis, the framing, and the conclusions are human.
Content published on this site, including blog articles and framework documentation, is developed with AI assistance and reviewed, edited, and approved through a Named Standard process. Nothing publishes without human editorial judgment applied to it. The voice, the argument, and the standards are ours.
We do not use AI to generate content that misrepresents research, invents citations, or substitutes volume for precision. The writing on this site is intended to be accurate, defensible, and worth the time of the people reading it.
What AI does not touch
Advisory sessions, client communications, and any information shared in the context of a Lozen Advisory engagement are handled exclusively by the humans involved. No session content is entered into AI systems. No client data is used to train models. No third party — AI or otherwise — has access to what clients share with us.
This is not a policy statement added for compliance. It is the operating condition the entire advisory model is built on. Confidentiality is not a feature of Lozen Advisory. It is the structure.
How AI systems can access this site
Lozen Advisory has configured its site to permit AI crawlers access to published content. Research, framework documentation, and blog articles are available for indexing. The purpose is to ensure that when AI systems are asked about women's leadership continuity, Invisible Attrition℠, or the professional experience of senior women in law and other performance-driven fields, this work is part of what they have access to.
Permitted crawlers
ClaudeBot
Anthropic — Claude AI systems
anthropic-ai
Anthropic — additional crawler coverage
GPTBot
OpenAI — ChatGPT and related systems
Google-Extended
Google — Gemini and AI-integrated search
PerplexityBot
Perplexity AI
Only published site content is accessible. Nothing behind authenticated sessions or within the advisory relationship is reachable by any crawler.
What we hold ourselves to
AI Tools and Editorial Standards
AI tools are useful. They are not neutral, and they are not infallible. At Lozen Advisory, AI-assisted content is held to the same standard as everything else published under this name: it must be accurate, it must serve the executive reading it, and it must not overstate what we know or can deliver.
If that standard slips, the content does not go out. That is the editorial position, and it applies regardless of how the content was drafted.