Public services that are faster and fairer.
City and health data platforms, open-source intelligence and citizen services, built for transparency and data sovereignty.




What agents change in government.
Smart cities generate data from sensors, residents and machines. We help governments collect and aggregate it, analyse it and act on it to improve quality of life and city operations, with data sovereignty built in.
Insight without the backlog
80% less manual review and five times faster insight for a government entity monitoring Arabic-language public discourse.
Data that stays sovereign
Platforms that run on government infrastructure, with the agency owning every byte.
Services citizens notice
Personalised digital services and faster responses, with officers approving the decisions.
The workflows that run a city.
Each one starts in assist mode beside your team and earns autonomy as it proves itself. Most are live within weeks on the systems you already run.

- 01Open-source intelligence and public discourseNews, forums and social media monitored in Arabic and other languages, clustered by theme and summarised for each department.
- 02Health and city data platformsSovereign platforms that bring agency data together for monitoring and response, as built for a ministry of health during COVID-19.
- 03Video analytics for safer citiesTraffic volume and queues, crowd density, parking occupancy and safety compliance detected from existing cameras.
- 04Personalised digital services for citizensTargeted services and recommendations by demographic, with interfaces adapted for older residents.
Public services are judged on fairness and speed. Agents can improve both, as long as every decision stays visible.
Sovereignty built in
On-premise and government-cloud deployments, with no data leaving your jurisdiction.
Proven in a crisis
A national COVID-19 monitoring platform built for a ministry of health in Southeast Asia.
Languages of the region
Arabic, Urdu, Bahasa and Malay handled as well as English.
Capability transfer
We upskill your teams so the platform is yours to run.