Insurance proposal software organizes carrier quotes and client information into a proposal the agency can review and present. For commercial accounts, evaluate the complete workflow: extraction, source checking, editing, revised terms, client questions and the final record. A fast PDF is useful only if the team can trust and maintain it.
Begin with a real account
Choose a recent commercial account with several coverage lines, competing quotes and at least one revision. Include the documents your team actually received, with permission and suitable handling. A clean demonstration file can show the interface; a representative account reveals the work required to use it.
Record the current preparation, review, correction and follow-up effort. Include everyone who touches the proposal. Keep waiting on an underwriter separate from active handling time so a vendor does not take credit for time it cannot control.
Check the source before the formatting
A side-by-side table can hide non-equivalent terms. Require the reviewer to see a relevant caveat rather than treating two entries as interchangeable merely because they use the same heading. The agency makes the substantive comparison and recommendation.
- Can the reviewer reach the relevant source passage and document version?
- Are missing endorsements and unreadable pages identified?
- Are a deductible and a self-insured retention kept distinct?
- Can the output preserve a carrier condition that does not fit a standard table?
- Does a correction persist in the reviewed account without silently altering its source?
Test the agency’s actual proposal format
A branded cover is only one part of the format. Test the coverage schedule, premium breakdown, recommendation, outstanding conditions and disclosures your team uses. Review both an editable draft and the client-facing output.
Ask which changes require vendor configuration, what setup costs, who maintains the template and how a future revision is handled. Confirm supported output formats rather than assuming a website screenshot means an editable Word or Excel file is available.
Send a revised quote after review
In a fictional test, the client reviews Option A with a $1,000 deductible. A later quote changes it to $2,500. The evaluation should reveal which proposal, explanation and instructions depend on the old terms, then bring the appropriate changes back for review.
This tests the account workflow rather than extraction speed alone. Preserve the earlier version as history. A previous instruction should not silently become approval of materially different terms.
Measure the job after the proposal is generated
Compare against a competent current process and the software the agency already owns. Do not infer superiority over a competitor from a test against manual copying alone. Small samples are useful for finding failures, not proving universal accuracy.
- Total preparation and review minutes per account
- Corrections required before client delivery
- Questions the client needs the team to explain again
- Handling of changed terms and missing information
- Onboarding effort and support needed for repeat use
- Export and handoff into the agency’s operating record
Where SF Coverage fits
SF Coverage is developing AI operations software with proposal preparation as its initial focus. The intended experience connects the proposal to source quotes, client questions, later revisions and the issued-policy check. A pilot defines availability, systems, review responsibilities and acceptance criteria before work starts.
General information only. It is not advice about any policy and does not create a broker relationship. Only issued policy documents describe actual coverage.