Stewardship | Just Society Technologies

Charter · contracts · investor documents

Most platforms set no limits. We set six.

Six red lines, permanent. Changing any one requires the written consent of the Community Data Stewardship Boards. Investors acknowledge them at the time of investment.

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01 / The six red lines

What we will never do.

Open any line to see what it rules out in practice.

No record about a person is ever a product. Aggregate, threshold-cleared findings are the only thing that leaves.

The prohibition covers indirect routes. A partner cannot be used as a channel around it.

Re-identification is treated as a breach of the charter, not a technical capability held in reserve.

No join, no match, no enrichment against those systems under any contract.

The brokerage market is closed to this data permanently, at any price.

No campaign, party or political committee receives targeting value from this work.

Beneath the six lines, two floors run in code with no override: we never ask immigration status or criminal history, and nothing releases below the disclosure and denominator thresholds.

02 / Who enforces them

Five seats, seated before any data is collected.

The Community Data Stewardship Board advises on research priorities, engagement and how findings are framed. It holds binding authority over the six red lines.

JST publishes an annual stewardship report, reviewed by the Board before publication. The architecture meets the data sovereignty standard the World Bank's World Development Report 2021 calls the foundation of a new social contract for data.

03 / The refusals
We will not trade community trust for institutional convenience.

We will not extract from communities without building permanent capacity. We will not deliver insight an organization cannot act on. We will not accept contracts requiring findings to support a conclusion decided in advance.

Stewardship charter, refusals
04 / Against the market

Compare the defaults.

05 / Three quality gates

No gate can be skipped.

1

Organizational readiness

We delay or decline where leadership lacks commitment to act on findings. Go or no-go is real.

2

Community stewardship

No findings release before the Board review window closes. Nothing crosses a red line.

3

Action accountability

Recommendations carry an implementation pathway, responsible parties and outcome metrics.

06 / Limits

What the tools cannot do.

A tool claiming to show the full picture must mark the edges of its own sight.

Political will

They cannot substitute for it.

Hover →

Insight only matters if leaders act on it. The readiness gate exists for this reason.

Algorithmic bias

They cannot eliminate it.

Hover →

Mitigated through Board audit authority, disparate-impact testing and community override.

Deep relationships

They cannot replace them.

Hover →

Peer research builds trust over time. Attempts to rush it fail.

Every stakeholder

They cannot serve all equally.

Hover →

The suite centers populations furthest from opportunity. Organizations unwilling to examine their own role should not adopt it.

Protections are not overhead. They are what makes the intelligence worth having.
What a partner owns: governance capacity that survives scrutiny and an evidence base no one can accuse you of buying.
07 / Data ownership, in plain English

Who owns what, and what happens at the end.

Raw data

Who owns it

JST, under the six-line charter above. The charter is the limit on that ownership and the community enforces it.

Access

Who can see it

Role-based access inside JST. Aggregate, threshold-cleared findings to each institution at the depth it holds. Never individual records, to anyone.

Models

Do you train on it

No model is trained for resale or for any client other than the place the data came from.

Contract end

What you keep

Your findings, your dashboards and your trained research cohort stay with you. The instrument can be commissioned again.

Export

Deletion and export

Export on request in open formats. Deletion requests are executed and confirmed in writing.

Authority

Who can stop a use

The Stewardship Board holds binding authority over the red lines and can roll back any output that drifts.

Full security and data governance

See the charter in full.

A conversation about how the protections work and what they would mean for your community.

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