Ask the archive
Conversational access with source context and clear unsupported-question behavior.
Solutions
Build the form the knowledge deserves.
A commissioned persona may be the beginning, not the boundary. EG can turn one governed knowledge foundation into conversation, archive exploration, guided narrative, publishing, shared sessions, and reliable handoffs.
Expert personasArchive guidesNarrative worldsResearch continuity
Experts & educators
Extend access to expertise without reducing it to generic answers.
A commissioned expert persona is grounded in approved work, shaped around a defined audience, and reviewed for voice, limits, and unsupported questions. It can support teaching, audience engagement, member access, or a body of published work.
- Selected books, articles, talks, recordings, and websites
- Voice, tone, and identity boundaries
- Guided audience flows and suggested questions
- Hosted, private, embedded, or membership deployment
“The goal is not to imitate a person at any cost. It is to make a body of knowledge more accessible while preserving voice, provenance, and limits.”
EG Studio design principle
Public knowledge
Let people ask, browse, follow a path, or gather together.
A public knowledge experience should not force every visitor into the same chat interface. EG can combine conversational access with visible sources, editorial guidance, narrative, and shared participation.
Curated journeys
Guide an audience through themes, eras, questions, or curriculum-aligned pathways.
Shared encounters
Use Garden Tea for facilitated sessions with personas, guests, and human hosts.
Editorial life
Extend material into storybooks, magazines, posts, galleries, and public collections.
Narrative IP & character worlds
Continuity for characters that need more than a prompt.
Creators and rights-holders can connect cast, lore, visual references, storybooks, publishing, and multi-person scenes. The result is a coherent experience system rather than a disconnected collection of character chats.
- Canon lorebooks and reference material
- Cast relationships and story continuity
- Serialized storybooks and guided scenes
- Multi-persona Council and Garden Tea formats
Lore & references
Give every character access to approved canon, visual references, and world constraints.
Living storybooks
Connect scenes, cast, continuity, and interactive moments inside a publishable experience.
Council
Let multiple personas collaborate around one prompt and produce an authored result.
Gallery & publishing
Give the world artifacts, articles, images, magazines, and discoverable public context.
Research Continuity
Turn project knowledge into a reusable handoff system.
Research groups can preserve files, decisions, relationships, workflows, and tacit warnings, then produce different handoffs for new students, collaborators, and AI coding agents.
Knowledge map
Connect sources, Mentors, projects, and the context required to reuse them.
Structured interview
Capture gaps by urgency, prefill from files, and review the knowledge that matters.
Agent-ready handoff
Generate a scoped package with objectives, file map, commands, pitfalls, boundaries, and citations.
How EG differs
A broader system than a clone or chatbot.
Different tools can be excellent at one narrow interaction. EG is designed for organizations that need grounding, governance, narrative depth, shared experiences, and multiple outputs from the same approved knowledge.
| Capability | Generic chatbot | Expert clone platform | EG Studio |
|---|---|---|---|
| Approved-source persona grounding | Varies | Usually expert-owned content | Documents, archives, interviews, rights, and boundaries |
| Evaluation artifact | Usually internal | Platform-dependent | Project-defined tests and human review |
| Multi-person experiences | Rare | Typically one expert | Garden Tea, Council, cast, and invited humans |
| Narrative & publishing | Limited | Content distribution focused | Storybooks, lore, posts, magazines, gallery, and Atlas |
| Research handoff | Not specialized | Not core | Projects, Mentors, interviews, maps, quizzes, and agent exports |
| Deployment | Widget or app | Platform, embed, or channels | Hosted, private, embedded, or independently branded |