External validation is in progress. Every limit shows up beside the conclusion it bounds.

Validation posture

External validation is in progress. The public site does not state AUC, calibration curves, or accuracy claims.

Coverage

Sentinel Grid produces county-day probability surfaces over CONUS. Every tile carries source latency, input freshness, and known limits beside the conclusion.

Limits, stated alongside conclusions

• Methodology developed against historical county-level outage records.
• Per-county-day probabilities are forecast outputs, not performance claims.
• Accuracy claims withheld until external validation completes.
• Public site does not name customers, signed pilots, or fundraising status.

Talk to the team

We scope access, walk the methodology, and run Sentinel Grid against the geography you name under NDA. Reply window: two business days.

Email: info@monzatech.co