Official
Government and agency datasets.
Trust & Transparency Center
Trust is the product
Resource intelligence is only useful if it can be trusted. This center documents how we verify sources, moderate signals, govern data and apply responsible AI.
Powered by Pulse Intelligence Engine
3
Source categories
5
Verification levels
100%
Records carry confidence
0
Records overwritten
Source categories
Supplier
Verified supplier submissions.
Community
NeighborGrid contributor signals.
Verification levels
| Level | What it means |
|---|---|
| Verified Official | Sourced from a government or official authority. |
| Verified Partner | Issued by a vetted institutional partner. |
| Verified Supplier | From a supplier whose identity and business are confirmed. |
| Community Verified | Corroborated by multiple independent community reports. |
| Unverified | A single, uncorroborated signal — shown with low confidence. |
Reliability scores
High
90–100
Good
75–89
Fair
60–74
Low
0–59
Verification process
- Identity and source checks assign an initial trust level.
- Independent corroboration raises confidence over time.
- Recency and consistency continually adjust scores.
- Higher-trust sources outweigh single unverified signals.
Moderation process
- Anomalous or flagged submissions are queued for review.
- Suspected manipulation is investigated and may be removed.
- Repeat violations affect a source's trust level.
- All actions are logged for accountability.
Governance & ethics principles
Data governance
Clear ownership, access controls and retention rules; records are never overwritten.
Platform ethics
Intelligence is generated with communities, never extracted from them; insights serve users first.
Responsible AI
Every Pulse output is labelled, confidence-scored and presented as decision-support — never as guaranteed truth.
Future compliance framework
A formal compliance and audit framework is planned as the platform scales toward enterprise and government use.
Trust isn't a feature we ship once — it's a commitment we maintain. Every signal we surface is sourced, scored and accountable.