Report builder for insurance agency management data

The moment happens on a Monday morning when an account manager needs a simple list — policies renewing next 30 days, by producer, with premium — and spends 45 minutes running four separate reports, exporting each, and stitching them together in Excel. This is not a niche complaint; it shows up identically across AgencyBloc, AIM, AMS360, and Agency Master, which means it is structural, not a single vendor's oversight.

The reason this gap persists is incentive misalignment. AMS vendors sell to agency owners and IT buyers on breadth of features and carrier integrations. Reporting is listed in the feature matrix, so the box gets checked. The people who actually suffer — CSRs, account managers, producers — don't have budget authority, so their daily friction never rises to a purchasing decision. The vendor has no commercial pressure to make reporting genuinely usable.

What users actually describe: reports 'lack needed information' and require combining outputs manually; 'the location to find the many reports is not apparent enough for new users'; learning to customize a report has a steep enough learning curve that staff simply don't do it. The result is that agencies run their books partly out of Excel, with all the version control and accuracy risks that creates.

This is a business and not a feature because the need recurs every single week — renewals, commission reconciliation, producer performance, and carrier audits all require fresh pulls. An agency with 2,000 policies in force has someone doing this manual stitching every Monday. At even a modest 3 hours per week of wasted staff time, the cost is concrete and ongoing. An AMS vendor could theoretically fix this, but doing so properly would mean admitting their existing report builder is inadequate — which creates a support and liability problem — so the incentive to half-fix it is higher than the incentive to replace it.

What to build

Build a read-only data connector that pulls policy, client, producer, and commission records from the major AMS databases via their export APIs or direct DB read access, then exposes a drag-and-drop report builder where an account manager can define a query once, save it as a named report, and schedule it to land in their inbox as a CSV every Monday — no IT involvement after initial setup.

Where to start

Start exclusively with AMS360 agencies because Vertafore publishes a documented API and AMS360 has the largest installed base among mid-size agencies; win ten customers there before touching any other system.

The hard part

Each AMS stores data in a different schema and some (AIM especially) are desktop-installed with no API, meaning you either negotiate data access with the vendor — who has no incentive to cooperate — or you build per-product export parsers that break on version updates.

How it makes money

Monthly subscription per agency location, priced at $99–$199/month depending on policy count, with a one-time $300 setup and data mapping fee.