Calibration and confidence
Atoriz uses calibration to make property, renovation, and project outputs more transparent. The goal is not a single universal accuracy claim. The goal is to show assumptions, confidence, and limits clearly enough for review.
What calibration means
Calibration is the process of comparing assumptions, component pricing, market data, estimates, decisions, and completed outcomes so future work can be better informed. It is ongoing because markets, materials, labor, and property conditions change.
Recon confidence
Recon can surface property and market signals, but those signals depend on source coverage, freshness, and local context. Recon should be treated as a structured first pass, not a substitute for underwriting or professional review.
Scope and Estimator confidence
Scope and the Estimator organize scope, quantities, finish assumptions, and component pricing. Actual cost can differ because of site conditions, vendor pricing, code requirements, material availability, missed scope, and field execution.
OPS outcomes
OPS helps keep project activity, budget movement, draw review, and decisions connected to the project record. Completed outcomes can improve future assumptions when teams capture what changed and why.
When confidence is lower
Confidence should be lower when a market has thin data, a property has unusual conditions, scope is incomplete, customer assumptions are sparse, or recent outcomes are not available. In those cases, Atoriz should make uncertainty visible instead of hiding it.
No guarantee
Atoriz is decision-support software. Outputs are estimates, signals, and organized information. They are not guarantees of value, cost, timeline, compliance, financing, or project outcome.
Questions about calibration can be sent to jim@atoriz.com.