Zack Adams

Rescue.co · Product owner & engineer · 2025–

Real-time dispatch data for everyone who needs it

I owned the product lifecycle for Rescue.co's emergency dispatch analytics platform — Superset as the shared data hub, Mapbox for live incident tracking, and role-based access so teams, partners and funders each see exactly what they should.

Executive overview in Superset — KPIs by product, pickup heatmap, county breakdown.

RoleProduct owner + engineer
StackSuperset · Mapbox · Auth0
AudiencesOps, partners, funders
CoverageAmbulance, air, roadside

00

What I did

Product

Requirements, roadmap, delivery coordination, iterating on user feedback.

Design

Distinct experiences per audience; reporting readable by non-technical stakeholders.

Engineering

Superset as BI hub, Mapbox dashboards, Auth0 role-based access, partner data exchange.

01

The problem

Answering a simple stakeholder question — “What was our average response time last month?” — meant exporting a CSV and digging through it by hand. Partners and funders each needed their own safe slice of the data, and most of them weren't technical. Leadership also wanted a live view of operations on the wall of the dispatch centre.

02

Answers ready to go

Apache Superset became the shared data layer between Rescue.co and its stakeholders. Dashboards for common metrics — response times, bookings by type, coverage by county — are ready before anyone asks, and easy to extend when someone has a new question. Auth0-backed roles limit internal teams, partners and funders to the data they're authorised to see.

03

A big screen for dispatchers

For the dispatch centre, a real-time wall display shows ongoing incidents, active bookings, calls, and response times against target, alongside a Mapbox view of every unit with pickup and drop-off ETAs. Dispatchers glance up instead of digging through tools.

Dispatch-centre big screen: live bookings, response times against target, fleet status, and active units on the map.

04

The outcome

Stakeholder questions that used to take a CSV and an afternoon now take a dashboard link. Reporting suites translate operations into impact for leadership, investors and donors.

Next projectAI dispatching at Optimal Dynamics →