SYSTEM ARCHITECTURE

From human intent to structured action.

A conceptual pipeline for making requests interpretable, traceable and useful.

01 / INPUT

Human intent

The outcome a person is trying to reach, expressed in their own language and context.

02 / INTERPRET

Input

A request, signal or interaction captured with its relevant context.

03 / TRANSFORM

Compiler

Rules and models organize the request into a consistent representation.

04 / REPRESENT

Structured output

Machine-readable information that can be validated, routed and understood.

05 / EXECUTE

Machine intelligence

Software can use structured context to recommend or perform an appropriate next action, with human oversight where needed.

Frequently asked questions

Is this a deployed AI product?

This page describes a systems architecture and research direction. It does not claim that every component is currently deployed as an autonomous service.

What is SMAMD?

Schema Markup and Machine-readable Data: a working emphasis on structuring information so software can interpret it consistently.

Does intent scoring read a person's mind?

No. Any score shown on this site is based only on disclosed, observable on-device interaction signals.

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