The view from the operational middle.
Notes on running a violation program, building gov-tech that survives procurement review, and turning captured evidence into auditable revenue. Written by the people who ship the platform.
Recent posts
Why 'one record per infraction' matters more than the cameras you bought
Capture hardware is a solved problem. The unsolved problem is what happens between the capture and the receipt — and why your audit trail can't survive procurement review.
Read article →Audit trails that survive review
What 'append-only' actually means in practice, how we attribute every state change to an actor, and why correlation IDs are the unsung hero of gov-tech audits.
Read article →Reconciliation without the spreadsheet
How exception queues replace the Friday afternoon spreadsheet review — and why finance teams sleep better when settlement matches happen on import.
Read article →ANPR to receipt in five steps
Capture, validate, notify, pay, report. The deceptively simple lifecycle that closes the operational gap most violation programs leak revenue through.
Read article →Multi-tenant from day one (and why retrofitting hurts)
Tenant isolation isn't a feature you add later. We walk through the identity-layer choices that make wrong-tenant access impossible by construction.
Read article →Pricing built around processed infractions
Why a per-infraction billable unit beats seat-based or feature-tier pricing for traffic enforcement — and how procurement teams forecast it.
Read article →Reads worth your week.
One post per fortnight, no marketing fluff. Operational notes, engineering deep dives, and the occasional pricing-strategy rant.