Methodology

Reward useful work without rewarding noise.

Public Ledger exists to pay people for helping uncover and stop inappropriate public spending. The methodology keeps that incentive honest: source visibility, human review, right to respond, and clear boundaries around claims and rewards.

Scope

Public Ledger analyzes public records and user-provided documents to generate review leads. Outputs are not conclusions of wrongdoing and are not legal advice.

What a review lead means

A review lead is a candidate issue that may merit closer follow-up. It is not a public accusation or a misconduct score.

Source-backed opportunities only

Public Ledger should not publish invented opportunities, synthetic examples, unsupported savings claims, or unsupported reward claims. A public opportunity should appear only when it is backed by sourced and citable data.

How records are handled

Records are gathered, organized, and cross-referenced so reviewers can trace each public point back to source material.

Human review

Automated analysis helps surface patterns, but people decide what should be reviewed, dismissed, escalated, or clarified.

Right to respond

Government entities should be able to provide context, corrections, or additional records when public review needs more information.

Records-request boundaries

Draft request packages are prepared for human review before filing. Public Ledger does not describe every draft as filed or final.

Economic incentives

The platform is designed to reward verified useful work with $OGE, let supporters fund opportunities with real capital, and connect token support to real payments Public Ledger earns from successful outcomes. No guarantee of profit, payout, or token appreciation belongs on top of that.

AI governance

AI changes are versioned, evaluated, approval-gated, and reversible so the system can improve without becoming opaque.

Limitations

Public records can be incomplete, OCR and transcription can be imperfect, and missing context can affect review outputs.

Public labels used on the site

Labels are meant to explain workflow status and review posture, not to imply a legal conclusion.

Review lead

A candidate issue that may merit closer review.

Reviewed

A person has examined the lead and its supporting record trail.

Dismissed

The lead did not justify further action based on the available record.

Escalated

The lead appears to warrant deeper follow-up or a documented next step.

Source-backed opportunity

A public opportunity supported by traceable records and citable sources rather than a synthetic or invented example.

Reward-eligible work

Contribution accepted under published reward rules because it is useful, sourced, reviewed, and tied to a real lead or workspace.

Take the next step

Trust is here to make rewards credible, not to water down the mission.

If the methodology makes sense to you, the next step is to sign in, start a lead, contribute useful source-backed work, and build a rewardable track record.