EG Studio for organizations

Source-grounded AI personas, built for real audiences.

We turn approved archives, research, and expert knowledge into accurate, private, multilingual AI experiences - evaluated before launch and designed to live wherever your audience needs them.

Human-reviewed Private or public EN / FR / ZH by scope
Knowledge experience Grounded, reviewed, evaluated, and ready for an audience.
Approved sources
Human review
Story & context
Audience deployment
Approved-source grounding Documents, archives, recordings, URLs, and interviews selected for the project.
Evaluation-backed delivery Repeatable tests for grounding, tone, boundaries, and unsupported claims.
More than one answer box Personas, archives, story journeys, group experiences, publishing, and Atlas.
Flexible deployment Hosted, private, embedded, or independently branded for your institution.
Built around the audience

Start with the experience people should have.

The same underlying platform can serve a focused expert, a research group, a public collection, or a world of characters. We shape the sources, safeguards, and interface around the real use case.

Experts & educators

Make expertise available without flattening the expert.

Extend a body of work through a commissioned persona that respects voice, approved sources, and defined boundaries.

Explore expert personas
Culture & education

Let audiences enter the archive through conversation and story.

Build a web-native guide, collection explorer, educational journey, or facilitated public experience.

Explore institutional work
Research & R&D

Carry forward the decisions files cannot explain.

Preserve tacit workflows, source relationships, and project context for new people and AI coding agents.

Explore Research Continuity
The EG model

One governed knowledge foundation. Many ways to experience it.

EG connects approved material and human context to a reusable knowledge capsule. That foundation can support different audiences without rebuilding the truth of the project every time.

Documents & archives
Interviews & recordings
Approved websites
Rights & boundaries
Governed knowledge capsule Sources, context, permissions, and repeatable evaluations.
Persona & archive explorer
Shared conversation
Story & guided journey
Human & agent handoff
A wider experience system

Capabilities other persona platforms rarely combine.

EG can begin with a single persona and extend into a connected public or private world. Each capability exists to deepen context, continuity, and participation.

Living archives

Keep source material connected to the persona or project it supports.

Garden Tea

Bring personas, invited people, and trusted collaborators into one shared conversation.

Storybooks & lore

Build authored journeys with casts, scenes, continuity, and interactive moments.

Publishing

Extend knowledge through articles, posts, magazines, galleries, and public works.

Eternal Atlas

Situate people and stories across geography, time, and public discovery.

Knowledge interviews

Capture the tacit practices, judgments, and warnings that files leave unsaid.

Agent handoffs

Package relevant knowledge for Codex, Claude, and other coding agents.

Multilingual delivery

Plan English, French, and Chinese delivery around audience and review needs.

A clear engagement

From source collection to approved launch.

Every engagement has visible decision points. You know what is being grounded, what is being tested, what requires human approval, and what the final deployment includes.

01

Discover

Define the audience, outcome, source readiness, risks, and right-sized first engagement.

02

Ground

Prepare approved material, human interviews, rights decisions, and knowledge boundaries.

03

Design

Shape the persona, interface, guided flows, narrative, and deployment experience.

04

Evaluate

Run defined grounding, voice, boundary, safety, and language checks before review.

05

Approve & deploy

Resolve review notes, record approval, launch, and establish monitoring or support.

Accuracy is a deliverable

Trust should be inspectable.

Commissioned work can include a source manifest, evaluation set, review record, AI disclosure, and launch report. We explain where an experience is strong, where it is bounded, and what must remain under human judgment.

Representative launch evaluationHuman reviewed
Grounded answer behaviorClaims trace to approved project material.
Reviewed
Voice & identity boundariesTone remains consistent without pretending to be human.
Reviewed
Unsupported questionsExperience identifies limits instead of inventing an answer.
Reviewed
Audience and deployment controlsVisibility, moderation, and retention match the agreed scope.
Reviewed
Transparent starting points

A defined first engagement, not an open-ended build.

Final quotations follow discovery, but clear starting prices help both teams decide whether a conversation is worth having.

Paid discovery

Persona Blueprint

CAD $2,000

A focused source, audience, rights, risk, prototype, and evaluation plan.

Discuss a Blueprint
Public engagement

Knowledge Experience

CAD $15,000from

Multiple experience formats, custom design, multilingual delivery, and expanded evaluation.

Discuss an experience
Institutional delivery

Digital Experience

CAD $25,000from

Dedicated deployment, governance, accessibility, language review, and maintenance planning.

Discuss institutional work

Prices are starting points in Canadian dollars. Final scope depends on source preparation, rights, languages, integrations, accessibility requirements, deployment, and review complexity.

Begin with a useful conversation

A useful first conversation begins with the audience and the sources.

Tell Matt and Nate what you want people to experience, what material already exists, and what must be handled with care. We will recommend the smallest credible first step.