THE PRECISION HUMAN INTELLIGENCE PROJECT
The most advanced Human-First AI begins with one intelligence most technology still overlooks: yours.
Matt Riemann is the pioneering mind behind Shae’s Human-First AI—an intelligence system designed not simply to know more, but to understand the unique biology, cognition, context and lived experience of the person it serves.
THE REFRAME
Generic AI answers the question. Human-First AI first understands the questioner.
The same advice can be useful, irrelevant or harmful depending on the body, mind, environment and moment receiving it. Precision Human Intelligence brings the missing context into the intelligence loop.
THE WORK IN PRACTICE
A Digital Twin with a different purpose
Shae’s Digital Twin is conceived as a personalised intelligence layer—able to converse in ways that reflect the user’s unique profile rather than responding from population averages alone.
Biological intelligence
Health type, phenotype, physiology, stress patterns, movement, nutrition and measurable health context.
Cognitive intelligence
How a person processes information, makes decisions, learns, communicates and responds under pressure.
Behavioural intelligence
The conditions that make action sustainable for this person—not an idealised user.
Relational intelligence
How differences shape connection, conflict, empathy, leadership and the experience of being understood.
Contextual intelligence
Real-life constraints, environments and goals that determine whether guidance can actually be used.
Human agency
AI that clarifies options and supports self-understanding without replacing consent, clinicians or the person’s own authority.
Human-First AIA WIDER LENS
The path from AI to AGI runs through humanity
A system may become extraordinarily capable without becoming meaningfully wise. Wisdom requires context, consequence and a model of what matters to the life affected by the answer.
Precision Human Intelligence offers an essential layer for the next era of AI: a way to bring individual human reality into systems that otherwise optimise at a distance from it.
The future of AI should not be a machine that tells every human the same truth. It should help each person recognise the truth that is relevant to their life.
THE NEXT POSSIBILITY
AI can become more powerful by becoming more personal—and more responsible.
Explore Shae.ai, or speak with the team about integrating Precision Human Intelligence into an app, platform, hospital, school, workforce or public system.
Shae technologies provide decision support and personalised education. They do not replace qualified medical care or professional judgment.