Data trust and review

Know what was checked before a provider card becomes a decision.

PULSA keeps source, review date, confidence and offer freshness connected so a market signal is not presented as a verified fact.

StatesSignal / Reviewed / Confirmed
FreshnessDated and visible
ActionsHuman approval

Review lifecycle

Discovery is not verification. Each record earns its state.

No extracted field becomes verified automatically

The source remains attached while operators normalize, review and reconfirm the parts users rely on.

01 · SignalCaptured with source
02 · NormalizedEntity and fields mapped
03 · ReviewedEvidence checked
04 · ConfirmedDated or due for refresh

When evidence ages, the record returns to review instead of staying confidently wrong.

Why it matters

Fewer confident mistakes in a market that changes inside chats.

The review layer helps users judge what is ready for action and what still needs a question.

01

Evidence behind the field

Keep the record traceable without exposing private source material publicly.

  • Source reference
  • Review date
  • Claim confidence
02

Clear data states

Do not mix discovered companies, reviewed providers and active offers.

  • Raw signal
  • Reviewed profile
  • Confirmed terms
03

Controlled external actions

Publishing, verification and contact reveal stay behind explicit approval.

  • Operator gate
  • Consent
  • Audit trail

Review path

From a market signal to a card users can interpret correctly.

A record can move forward, age or return to review without losing its source history.

  1. 01
    Capture the signal

    Save the source and the exact claim being made.

  2. 02
    Normalize the record

    Map the entity, coverage and terms into comparable fields.

  3. 03
    Review and label

    Confirm what is supported and mark remaining uncertainty.

  4. 04
    Refresh or expire

    Recheck important terms and remove stale claims from active use.

06One line is enough to start

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