Connecting
OUR METHODOLOGY

Trust is built
record by record.

A dependable scouting platform must distinguish what is verified, what is missing, and what is still disputed.

01 / IDENTITY

One player, many stops.

Stable player IDs prevent two athletes with the same name from being silently combined. Each league/team/season is recorded separately.

02 / PROVENANCE

Follow the evidence.

Every stat category needs a source name, HTTPS link, and appropriate reuse authorization. Video evidence can be linked where permitted.

03 / COVERAGE

Missing ≠ zero.

Unknown statistics are stored as missing, not invented or automatically filled with zeros. Derived rates only appear when their inputs are available.

04 / REVIEW

Verify before publishing.

Imports enter a private queue. Admin approval requires explicit checks of identity, numbers, and rights. Disputed records remain unpublished.

05 / CORRECTION

Errors are fixable.

Managers and players can submit documented corrections. A human reviewer resolves them before the public record changes.

06 / LIMITATIONS

No invented tools or projections.

Verified statistics do not automatically prove MLB-level tools, league eligibility, velocity, or track-data measurements. Those require separate sourced evidence.

PRIVATE ADMINISTRATION

Review desk.

Import sourced stat lines, resolve identity conflicts, and approve records for manager-facing search.