Citizen services, in the citizen’s language, on servers you control.
Ministries, municipalities and public bodies serve everyone, in every dialect, and cannot send data abroad. We build voice and document agents that run in-country, on your infrastructure, with audit trails built in.
Zingaro AI serves government and public sector bodies with multilingual citizen service voice agents, application and form processing, records management and knowledge assistants, deployed in-country or on-premise with full audit trails.
The grind in government and public sector, handled.
Citizen helplines
Questions answered and requests logged by phone, in Arabic, English and local languages.
Applications and forms
Submissions read, checked for completeness and routed, with applicants updated.
Records and archives
Documents classified, indexed and made searchable, with permissions respected.
Staff knowledge assistants
Answers from regulations and procedures, with the article shown.
Field inspection video
Inspections recorded with location data and reviewed by model and person.
Built for the rules you work under.
- Hosted in-country or air-gapped
- Arabic dialects handled natively
- Audit trails for every interaction
On your servers
Air-gapped where required.
We install on machines you own, inside your network. Where the rules demand it, the system runs with no outbound connection and updates are carried in by hand. Your team keeps the keys.
Data stays inside your network
Your private cloud
We deploy into your account.
We deploy into your own cloud account, in your region, under your access controls. The data stays in your account. We get the access you grant, and nothing more.
Data stays inside your account
Ours
Managed, fastest to start.
We run it on infrastructure we operate. The right choice when the data is allowed to leave and you want the pilot running this month.
Managed by us, on our terms
In banking, insurance and healthcare, the rules decide where the data sits. We built for that first.
How each option worksFrom one painful job to a system in production.
Models and agents handle the volume. People handle the edges. You always know which did what.
- 01
Discover.
One or two weeks with your team. The jobs listed, sized and ranked. A number on the first one.
- 02
Build the pilot.
Fixed scope, fixed fee, 4 to 6 weeks. Real output on your real data, measured against the number.
- 03
Ship it.
Into production, inside your boundary if the rules require, with evals gating every release.
- 04
Run it, or hand it over.
We operate it with people on the queue and a weekly report, or your team takes it with the runbooks.
What we bring to it.
- Arabic
Arabic-first AI
Speech, language and agents for Gulf and Najdi Arabic, built and evaluated with native speakers.
Explore - Voice
Voice agent development
Inbound and outbound voice agents on our own platform and telephony, in your customers’ languages.
Explore - Documents
Document AI and intelligent processing
Invoices, claims, contracts and forms read, checked and filed into your systems, with uncertain fields flagged.
Explore - Deployment
Enterprise and sovereign AI deployment
On-premise, air-gapped, private cloud and in-country deployment with MLOps, monitoring and retraining.
Explore
Bring us the government and public sector job you keep postponing.
Twenty minutes is enough to say whether we can take it.
A pilot starts within 5 working days of agreed scope · Nothing upfront · No seat licences