Pune, India · a civic-first studio

Learning, culture, and care for the commons —
made visible, valued, and regenerative.

Leap of Faith Labs is the human layer on India's digital public infrastructure. An open, evidence-first platform that makes learning, culture, and care for the commons visible, valued, and regenerative.

LOFL Design Rule #1

Agents propose. Policy decides. Evidence before everything.

How value is made

One spine, end to end

Every project we touch traces the same path — from a real human act all the way to value that loops back to the people and the commons. Skip no stage.

1

Activity

A real act: learning, teaching, making, stewarding, caring.

2

Evidence

Artefacts, logs, recordings that show the act happened.

3

Verification

A human or AI-assisted review against clear, agreed criteria.

4

Tokenization

An earned Impact Unit is issued to the contributor's ledger.

5

Exchange

Verified impact moves into recognition, opportunity, support.

6

Regeneration

Value loops back to the contributor and their community.

See the full framework

The currency of contribution

Four kinds of impact, earned not granted

When a verified activity completes, exactly one Impact Unit is issued — a credential, not a security.

LIU

Learning

Teaching, tutoring, mentoring, curriculum, and learning facilitation.

SIU

Skill

Vocational training, craft development, demonstrated competency.

CIU

Cultural

Oral traditions, artistic practice, ritual, language preservation.

GIU

Green

Water-body care, agroforestry, ecological stewardship and documentation.

Impact Units are non-transferable and non-tradable — reputation and recognition signals, never financial instruments.

What we hold to

Four principles, when they conflict with convenience the principles win

Systems thinking first

Map the system before proposing the fix. Name the actors, the flows, the feedback loops, and the failure modes. A feature that feels right locally can break the whole.

Indic & ethical lens

Balance, dharma, and care for the commons — paired with modern ethics: informed consent, data minimisation, anti-extraction, and dignity for every contributor.

Open by default

Open protocols, interoperable architecture, and public-good tooling. Creative Commons is the default for what we make. Lock-in must be justified.

Product + capacity

Every engagement leaves behind something that works and people who understand it. A polished document nobody can use is a failure.

The universal quality gate

The Sita Tai Test

It isn't a usability test. It's a justice test. Before any work is done, it has to pass.

We pair it with the 15-minute steward test, evidence before any claim, and deployability as a filter.

Could Sita Tai — a semi-literate woman in a Konkan village who teaches five children in her home — take part in this system, have her contribution verified, and receive real recognition, without humiliation, friction, or dependency on systems she cannot reach?
— If the answer is not yet, we name what has to change before the work is done.
Open by default

Built to be reused, adapted, and carried forward.

Our core specifications are published under CC-BY-SA 4.0. If you run a school, a cooperative, an NGO, or a fund — or you just want to help make the commons legible — there's a way in.