Authorized data only
We agree on the data and source your team approves before work begins.
Security
Your data. Your decisions. Clear boundaries.
SHNGL begins with approved data and human review. Access, retention, and any later integration are agreed with your team.
One branch first
Start with the agreed branch and expand only after reviewing the results together.
Read-only evaluation
The initial evaluation does not write to your ERP or make operating decisions for your team.
Evidence you can review
Recommendations retain the source records needed to check where the answer came from.
Unclear data gets reviewed
Questionable matches go to a person instead of being silently treated as facts.
Your people decide
Named reviewers can approve, disagree, override, or defer, with the reason recorded.
Start with the number.
Use the estimator, then decide whether a 30-minute conversation makes sense.