Metrics We Report
Speed, quality, and review readiness.
Turnaround Velocity
Cycle time by scope type and review flow.
Supplement Impact
Reduction in avoidable supplement loops.
Reviewer Confidence
Audit readiness and review coverage consistency.
Investor Resources
Metrics and Pilots.
BestEST measures review speed, quality, and consistency. Pilot work focuses on reducing supplements and aligning outputs for faster carrier decisions.
Pilot Focus
The outcomes we optimize first.
01Baseline current review cycle time and variance.
02Measure output quality before and after deployment.
03Track supplement loop reduction and approval speed.
Reporting Cadence
A repeatable communication rhythm for stakeholders.
01Weekly pilot snapshots with current KPI movement.
02Monthly summary with trendline and risk notes.
03Quarterly operating review for strategic stakeholders.
Go-To-Market Focus
Starting segments and expansion path.
Initial Wedge
Insurance-focused roofing and restoration teams with high supplement load.
Adjacent Expansion
Multi-branch operators that need consistency across estimator groups.
Long-Term Direction
Broader contractor ecosystems with integrated workflow controls.