Arabic the way it is actually spoken.
Most AI handles Modern Standard Arabic and stumbles on the dialects your customers speak. Our deepest speech work is in Najdi and Gulf Arabic: recognition, synthesis, voice agents, Arabic language models and knowledge assistants, built and evaluated with native speakers, hosted in the region.
Zingaro AI specialises in Arabic-first AI for the Gulf: speech-to-text and text-to-speech for Najdi and Gulf Arabic, Arabic voice agents, Arabic language model fine-tuning and Arabic knowledge assistants, developed with native speakers and hosted in-country where required.
You get
- Speech models evaluated on your own Gulf recordings
- Arabic agents live on your channels
- Bilingual assistants for staff and customers
- Data collected and hosted in the region
Built with
- Dialect ASR and TTS
- Arabic LLM fine-tuning
- Code-switching
- Regional hosting
- Native-speaker evals
Part of our voice practice. Custom ASR and TTS training, voice agents, low-latency streaming, deployment and optimisation, in one place: everything in voice.
Arabic-first AI, end to end.
Dialect speech recognition
Najdi, Gulf and other dialects on real telephone audio, trained on recordings collected with native speakers.
Arabic text-to-speech
Natural Gulf voices, cloned or designed, for agents and announcements.
Arabic language models
Open-weight models fine-tuned for Arabic dialects, right-to-left formatting and code-switching.
Arabic voice and chat agents
Agents that switch between Arabic and English mid-conversation, the way people do.
Arabic data
Collection and transcription across dialects, with consent, by native speakers in the region.
Regional deployment
In-country hosting or on-prem where data residency rules require it.
From 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.
Your data does not have to leave the building.
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 worksWhat comes back, and how we measure it.
Deliverables
- Speech models evaluated on your own Gulf recordings
- Arabic agents live on your channels
- Bilingual assistants for staff and customers
- Data collected and hosted in the region
Measured by
- Word error rate on your recordings
- Conversations handled in Arabic without a person
- Code-switching handled correctly
- Answers with a source
Real figures come from your pilot. We do not publish invented ones.
What people ask about arabic.
Which dialects?
Najdi and Gulf Arabic are our deepest work. Levantine, Egyptian and others we train on request.
Can it handle Arabic and English in the same conversation?
Yes. Code-switching is normal in the Gulf and the models are trained for it.
Where is the data hosted?
In the region, in your account or on your servers, as the rules require.
Bring us the arabic 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