System View

How it works.

A practical four-step implementation path from source text to reader-facing companion — designed for control now and continuity later.

§ 01

Four-step flow

This page shows the full system model. Author onboarding currently runs in a staged four-step beta path on the Getting Started page.

1

Book Extraction & Author Approval

Your manuscript is turned into a first-pass draft of structure, concepts, and claims. You review and approve what the book actually says.

2

Canon Pack / Structured Knowledge Layer

You choose how closely the AI should stay to the book, what it may do, what it should avoid, and how it should sound.

3

Companion Shaping: Voice, Boundaries, Routing

The system builds your book's AI companion and gives you a preview environment to test and refine it.

4

Reader-Facing Experience

Your approved companion is prepared for a reader-facing Living Literature environment for paid users or subscribers.

Future direction — continuity, program, multi-book extension. The model can expand into series pathways, cohorts, and curriculum deployments.
Core concept

Your manuscript is not handed over to a generic system. It becomes the foundation of a companion shaped by your ideas, your structure, and your intent.

The system does the heavy lifting first: mapping chapters, extracting concepts, and producing a full draft canon pack. Then you step in to direct meaning, precision, and boundaries.

The promise — you keep editorial control
  • What the book means in context
  • What must not be misinterpreted
  • Which ideas are central and which are optional
  • What the companion can and cannot say
  • How far the companion can go beyond the source text
This is not automation replacing authorship. It is authorship extended.
The 80 / 20 framing

80/20  The system prepares structure. You define meaning.

  • The system drafts the chapter map, concepts, and claim structure
  • You review, refine, and set interpretive boundaries
  • The final canon reflects author-approved language and scope
Your input is editorial authority, not data entry.

§ 02 · What's standard, what's yours

Templated
  • Core architecture patterns
  • Baseline companion controls
  • Foundational reader interaction modules
Custom
  • Voice, canon, and guardrail priorities
  • Book-specific interpretive emphasis
  • Pathway design by audience and program intent

§ 03 · What runs today, what's next

Live now
  • Single-book companion environments
  • Chapter and concept-guided engagement
  • Constrained pilot deployments

Publisher and institutional deployments are described separately. Visit our B2B layer →

Ready to see it run on your book?

This page is the implementation overview. Expanded modules for architecture detail and deployment examples will be added in the next phase.

Open Getting Started → Author intake