UNESCO-aligned · governance-first

Building governance-first
AI × Culture pilots
with an analogue-first method.

SOPHIA Universe constructs peace in the minds of men and women and in our relations with machines. We translate UNESCO principles into practice: analogue-first learning, community stewardship, responsible digital companions.

Field-tested Multi-platform ready Community-anchored
See working PoCs How we work AI Ethics Manifesto ↓
01

Portfolio

Working proofs of concept and active field labs demonstrating the SOPHIA approach.

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02

Method

Bartók 3.0 analogue-first field methodology with governance-first architecture.

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03

Connect

Partner with SOPHIA as a pilot host, education partner, or technology integrator.

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Proof of work

Featured Nodes

All pilots →
Live PoC

SOPHIA Pannonhalma

A working digital companion demonstrator with curated knowledge and safe access architecture.

Live PoC

SOPHIA Lake Turkana

Field-linked knowledge companion showcasing governance-first design in a remote cultural context.

In progress

Tihany Field Lab

Bartók 3.0 field module → structured, governed digital layer. Next PoC in pipeline.

How it works
Encounter & fieldwork
→
Provenance / consent structuring
→
Digital companion (portable)

What partners get

  • Risk reduction by design: provenance & consent logic, clear internal/public rules, and accountability safeguards built in from day one.
  • Portable reference pilots: working PoCs (Pannonhalma, Lake Turkana) plus an active field lab pipeline (Tihany).
  • Multi-platform readiness: a collaboration model that supports integration across environments without redesigning from zero—faster trust-building and clearer pathways from first meeting to scoped pilots.
Where we test it & what we build

Portfolio

Working proofs of concept, field labs, and thematic streams demonstrating the SOPHIA approach at scale.

Live

SOPHIA Pannonhalma

A working digital companion demonstrator—curated knowledge with safe, governed access.

co-deploy / integrate / sponsor

Live

SOPHIA Lake Turkana

Field-linked knowledge companion showcasing governance-first design in a remote context.

co-deploy / integrate / sponsor

In progress

Tihany Field Lab

Bartók 3.0 field module → structured, governed digital layer. Next PoC in the pipeline.

co-develop / field partner

Coming

Aquae Pilots

Water heritage + hydro-ethical governance field pilots. Details forthcoming.

early partner inquiry welcome

How we work

Method

We start in lived reality. We build only what can be governed: provenance, consent, access, and accountability.
01

Bartók 3.0 — Analogue-first → Digital-second

  • Field encounter / listening
  • Community meaning-making
  • Structured documentation
  • Responsible digital synthesis
02

Governance-first primitives

Provenance Consent Access Redress

Internal vs public rules (safe-by-design). Every pilot is built with explicit accountability safeguards from day one.

03

Chrono-TOLMA — Topo · Logos · Materia

Place (Topo) Meaning (Logos) Material reality (Materia)

A partner-compatible analytical lens grounding every project in its geographic, narrative, and material specificity.

04

Multi-platform readiness

Designed for integration and scalable deployment across environments. A collaboration model that supports integration without redesigning from zero—so partners move faster from first meeting to scoped pilots.

Foundational document

SOPHIA AI Ethics Manifesto

A governance-first framework translating UNESCO principles into operational practice. From narrative sovereignty to community stewardship—this manifesto guides everything we build.

From principles to practice:

Partner with SOPHIA

Connect

Get in touch

Email contact@sophiauniverse.org
LinkedIn SOPHIA Universe
Web sophiauniverse.org

What we need now

  • Institutional partners ready to co-host or co-develop a governed field pilot at an existing cultural or educational site.
  • Technology integrators with experience in knowledge management, AI companion deployment, or digital heritage infrastructure.
  • Funders and sponsors aligned with UNESCO principles and open to multi-year, field-grounded innovation models.

Partner with SOPHIA as a

Start a conversation →
SOPHIA Pannonhalma — Live Demo
SOPHIA Lake Turkana — Live Demo

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