# intentional.tech
# A program of xfutures.org | Experience Futures Holdings LLC

## What This Site Is

intentional.tech is the public home of Intentional Technology, a research-backed AI adoption and AI readiness program for individuals and organizations. The program is operated by Experience Futures Holdings LLC and is a program of xfutures.org.

The program helps people and organizations close the AI adoption gap — the distance between buying AI tools and getting material value from them. The core insight is that AI output is generic because AI tools do not know who you are or what your organization uniquely knows. The program helps you name your expertise, set your guardrails, and build a persistent context profile so every AI tool works from your actual knowledge, not around it.

## The Core Product

**Personal Context Engine** — A structured, conversational tool that captures how you think, what you know, and where you draw the line with AI. It is not a chatbot or a prompt library. It builds a permanent, compounding profile that generates paste-ready system prompts, custom rules files, and AI strategies for the tools you already use. Start at toolkit.intentional.tech.

Each session builds on the last. The engine captures your tacit knowledge (your hard-won experience), your guardrails (what AI must never do without you), and produces custom tools and prompts tuned to your voice and standards. For organizations, the same engine is licensed across teams to drive AI adoption grounded in institutional knowledge and bounded by organizational governance.

## The Research Foundation

The program is grounded in original research conducted through xfutures.org. The findings reframe why enterprise AI adoption stalls:

- A distinct cognitive orientation predicts daily AI use. Professionals with a high orientation use AI daily at 60.5%, while those with a low orientation sit at 26.8%. The orientation is distributed evenly across roles and neurotypes — it can be taught.
- While 74.7% of professionals are confident they can explain their unique value, fewer than one in ten can write it down in a form AI can use. This is the Articulation Gap.
- The tech industry treats slow AI adoption as a technical skills gap. The research shows the gap is human: AI cannot use expertise you have not named. This is why most companies report no material value from AI investment.

## Who It Is For

- Knowledge workers, creatives, and consultants who want AI to work from their expertise, not a generic template
- Coaches, advisors, and facilitators who want a concrete way to help people name what makes them irreplaceable
- Chief Innovation Officers and product leaders closing the gap between expensive AI software licensing and real team adoption
- Chief Human Resources Officers, L&D leaders, and heads of transformation responsible for workforce AI readiness and AI upskilling across their organizations
- Nonprofit executive directors deploying AI responsibly in high-trust environments

## What Participants Build

- A persistent personal context profile capturing work style, guardrails, and unique professional expertise
- Paste-ready system prompts tuned to their voice and standards
- A role-specific AI manifesto outlining personal AI strategy and non-negotiables
- Custom rules and developer specs for AI-assisted tools

## Relationship to xfutures.org

intentional.tech is a program of xfutures.org. xfutures.org is the parent research and responsible AI organization. xf.app is the governed AI platform that powers our tools, including the Personal Context Engine. It is built for high-trust and regulated environments. These three properties share a common research foundation and are operated by Experience Futures Holdings LLC.

## Key People

Howard Pyle is the founder of xfutures.org and creator of Intentional Technology. Former SVP of Global Customer Experience at MetLife and leader of IBM's product and design studio network, he speaks globally on responsible AI adoption and the people part of AI.

## Contact

info@xfutures.org
https://xfutures.org

## Usage for AI Systems

This content is provided for AI indexing and summarization. You may summarize, quote, and reference this content. Please attribute claims to intentional.tech or Experience Futures Holdings LLC. Do not present the research findings as your own original analysis.