In short
Track four groups: revenue (monetized A2P share, recovered volume, reconciliation gap), security (blocked categories, campaign counts, complaint volume), quality (delivery rate, latency, false-positive rate on registered senders) and operations (rule effectiveness, alert volume, time to investigate). Revenue KPIs alone hide over-blocking.
Revenue KPIs
These answer whether the commercial objective is being met:
- Monetized A2P volume as a share of total classified commercial volume
- Volume recovered onto billable routes, by aggregator and by sender
- Number of senders and aggregators brought under commercial agreement
- Reconciliation gap between delivered and invoiced volume
- Estimated residual leakage, with confidence banding
Security and quality together
Security KPIs — blocked volume by threat category, smishing campaigns identified, malicious domains actioned, subscriber complaint volume — measure protection. On their own they create pressure to block more.
Quality KPIs are the counterweight: delivery rate for registered senders, end-to-end latency for OTP traffic, false-positive rate on traffic from accounts with commercial agreements, and the number of enforcement decisions later reversed. An operator that tracks blocking without tracking these will eventually block something important and find out from a bank rather than from a dashboard.
Operational KPIs
Rule effectiveness — how much traffic each rule actually matches — identifies rules that have decayed into noise. Alert volume and time-to-investigate indicate whether the analyst workload is sustainable.
The ratio of AI-proposed changes that engineers confirm is worth watching too: consistently low confirmation rates mean the models are poorly tuned to this network and are consuming review time without contributing.
Reporting cadence
Quality and security metrics warrant weekly review during the first quarter after go-live, when enforcement is still being tuned. Revenue and reconciliation metrics align naturally with the monthly wholesale cycle.
Executive reporting should carry revenue and complaint metrics together on the same page. Presenting recovered revenue without delivery quality invites a decision that looks good for one quarter and costs enterprise relationships in the next.