Faster signatures do not necessarily mean a faster closing. If financing or title work determines the completion date, reducing the signing interval may improve convenience without moving the close. Evaluate the critical path before making a speed claim.
Signing turnaround and closing time are different clocks
Measure signing readiness to accepted-complete record separately from contract acceptance to the chosen closing milestone. Specify whether closing means signing, funding, recording or another event in your dataset. Use consistent timestamps and time zones.
Assume a hypothetical file has signatures ready Tuesday instead of Thursday, but lender clearance arrives Friday under both workflows. The signing task improves by two days; the closing critical path does not. In another file where signatures are the last blocker, earlier completion could matter, subject to funding and recording availability. These examples are not measured results.
Choose comparable files, including incomplete requests
Compare similar transaction types, document classes and market periods where possible. Include incomplete, corrected and declined requests. Record major differences in lender, title issues and client availability. Do not compare only successful digital files with all paper files.
Find the dependency that actually controlled the finish
For each file, record what actually held up the next stage. Ask whether earlier signatures would have changed that dependency. Distinguish measured signing improvements from an estimated closing effect and disclose other process changes introduced at the same time.
Report the result without overstating causation
State sample size, definitions, exclusions and uncertainty. Report support time and corrections alongside turnaround. If the data shows only an association, say so. Avoid attributing a causal reduction in total close time without an evaluation design that supports it.
Small samples, seasonality and selection effects can distort comparisons. A new signing tool may coincide with staffing or checklist changes. Faster signing does not waive waiting periods or satisfy notarial, lender or recording requirements.
- Signing and closing milestones defined separately.
- Comparable cohorts and exclusions documented.
- Incomplete and corrected requests included.
- Critical-path blocker identified.
- Association not presented as proven causation.