The baseline your QoS framework is missing.

New QoS regulations make regulators measure and publish.

Campaign-based tests run a few times a year; probes cover four or five sites per country; crowdsourcing is thin in small or rural markets.

Operators dispute results on sample-size grounds: that exact objection was raised by operators in Mauritius’s 2023 consultation.

1. A seven-year hourly baseline by district and operator, available before the first campaign runs.
2. Continuous coverage between campaigns and beyond probe sites, at no fieldwork cost.
3. Cross-validation: an independent check on app and probe results that no licensee can influence.
4. Explaining non-compliance: hourly patterns separate evening-peak congestion from outages and from single-operator faults.
5. Resilience monitoring: hurricanes, floods, power events, shutdowns.

Work for the US Federal Communications Commission (FCC).

Partner: OHCHR (UN Office of the High Commissioner for Human Rights).

Work with Australia’s Defence Science and Technology Group (DSTG).

A media record that has held up under scrutiny in contested events: Reuters, The Economist, ABC News, The Washington Post, The Guardian, Wired, MIT Technology Review.

Delivery on Snowflake Marketplace and Carto.

Flat regional licence, no per-user fees, exportable at contract exit.

Delivered via API, CSV, JSON, GeoJSON or Snowflake share.

Indicative range US$30–80k per country per year depending on market size, plus a setup fee for the historical baseline and data-model mapping.

Jamaica: fourteen parishes, two typical weeks, seven years

The parishes ranked by monthly connectivity index; the typical week of latency in Kingston and Saint Elizabeth, hour by local hour; and the country’s monthly index since February 2019 with the sustained Manchester episode of December 2025 shaded. Data through 2026-07-16.

We measure latency and jitter to KASPR’s measurement infrastructure. We do not measure user throughput, radio parameters (RSRP, SINR) or voice quality (MOS). We are a complementary layer, not a replacement for apps or probes.