OpsPal
Data Analytics Anonymized

Underwriting data hygiene and lender-fit pre-checks

Incomplete applications and weak lender-fit matching drove unnecessary declines and rework before files reached underwriting. After a data quality rebuild, the decline rate dropped roughly thirty-five percent as more applications arrived clean and lender-aligned.

This is one angle of OpsPal's work with a founder-led capital firm — the same engagement featured in our named BH Capital Funding case study, where the headline metrics are reported.
~35%

Lower decline rate

More applications arrived clean and lender-aligned.

Business phase

A founder-led capital firm in business finance and lending was running deals through Salesforce, but the quality of what reached underwriting depended on how well each file was assembled upstream.

The bottleneck

Reps were submitting incomplete applications and weakly matched files, leaving underwriting to absorb the rework and chase missing data before a decision could be made.

The operating drag

Incomplete applications and weak lender-fit matching drove unnecessary declines and rework before files reached underwriting.

What we saw

The data quality problem lived at the point of submission, not in underwriting — files were being declined for reasons that could be caught and corrected earlier in the process.

What we built

We ran a data quality rebuild in Salesforce with hygiene gates, lender-fit pre-checks, validation rules, and field standards so reps submit complete, matchable files upstream of underwriting.

Handoff

Data quality reporting gave the team visibility into submission quality, and the gates and field standards were documented so reps could run the new submission process on their own.

The win

With hygiene gates and lender-fit logic moving checks to the point of submission, the decline rate dropped roughly thirty-five percent as more applications arrived clean and lender-aligned.

What came next

This is one angle of OpsPal's broader work with the same founder-led capital firm — the engagement featured in our named BH Capital Funding case study, where the headline metrics are reported.

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