See MuniNow's AI in action.

Drop a vendor PDF (or pick a sample) and watch MuniNow extract vendor, dates, line items, and suggested GL codes in ~10 seconds. You'll see the exact review workspace a real AP clerk uses.

Pick an illustrative town. The AI matches real federal and state programs against its eligibility, then drafts a federal-style grant application narrative cited from the town's own data — in about 30 seconds. Click Regenerate and watch it rewrite on the fly.

Drop a business-license application (or pick a sample). The AI extracts the fields, runs deterministic rule checks (zoning, fees, required documents), and drafts a recommendation with reasoning — all auditable, all in ~10 seconds.

Fill in the application form (or use the prefill), then run the AI pre-check before submitting. The same rules + AI a clerk would apply — but earlier, so you fix issues before the city sees them.

Drop a bank deposit slip (PDF), payment portal export (CSV), or lockbox report (XML). The AI reads the file, extracts every transaction, and categorizes each payment to the right module — property tax, utility billing, permits, and more.