Regional data residency
You choose the jurisdiction, not us.
Enterprise
The Arabic voice AI you can run inside your perimeter.
Cloud, sovereign, on-prem or on-device, deployed where your residency policy requires. Built for government and regulated industries.
شحالك؟ كل شي زين؟
sh-ḥālak? kill shay zēn?
POST /audio/transcribe -F "file=@clip.mp3" -F "model=munsit"
Trusted by 250+ companies and government agencies
When the transcript is wrong, everything after it is wrong.
The summary, the QA score, the agent's next answer: all of it starts from the transcript. The caller stays on the line instead of asking for an agent.
- 18%
- average WER, #1 on six Arabic benchmarks
- <50 ms
- Latency, Faster still on your own network
- 25+
- Arabic dialects, One endpoint for them all
- 250+
- Companies and government agencies, 300,000 people use Munsit
Our cloud, your cloud, your servers or the device.
Same models, same API, in all four. UAE or KSA endpoint on request. On your servers or on a device: the audio goes nowhere.
- Cloud APIFastest path to production
- Residency
- UAE or KSA endpoint on request
- Runs on
- Managed, shared capacity
- Latency
- Internet round-trip, in-region
- Sovereign cloud or VPCControl without on-prem complexity
- Residency
- Your sovereign cloud or VPC
- Runs on
- Your own dedicated capacity
- Latency
- In-region, inside your network
- On-premisesAir-gapped, highest-trust workloads
- Residency
- On your servers: the audio goes nowhere
- Runs on
- Docker or Kubernetes
- Latency
- Your LAN, zero external calls
- On-deviceAudio never leaves the device
- Residency
- On the device: the audio goes nowhere
- Runs on
- iOS, Android and Linux SDKs
- Latency
- No server round-trip
| Cloud APIFastest path to production | Sovereign cloud or VPCControl without on-prem complexity | On-premisesAir-gapped, highest-trust workloads | On-deviceAudio never leaves the device | |
|---|---|---|---|---|
| Residency | UAE or KSA endpoint on request | Your sovereign cloud or VPC | On your servers: the audio goes nowhere | On the device: the audio goes nowhere |
| Runs on | Managed, shared capacity | Your own dedicated capacity | Docker or Kubernetes | iOS, Android and Linux SDKs |
| Latency | Internet round-trip, in-region | In-region, inside your network | Your LAN, zero external calls | No server round-trip |
Replace the speech node in your LiveKit, Pipecat or VAPI pipeline. Two lines. The rest of your stack stays.
Your audio never leaves
your servers.
Never connects outside. Runs on your Kubernetes, air-gapped if you need it.
Air-gapped operation
Nothing leaves the boundary you set.
Your data is not training data
No reuse, no sharing. It's in the contract.
Access control and audit
Your SSO, roles, and retention rules.
AICPA SOC 2
ISO 27001
GDPR
HIPAA
Every rival defaults to English.
Munsit was built for Arabic from scratch. English-first platforms added it later. In a live call, you can hear the difference.
Dialect, not a generic accent
شلونك؟ كل شي تمام؟
“How are you? All good?”
Code-switching, mid-sentence
حابب أعمل update على الـ ticket
“I’d like to update the ticket.”
Numbers and dates, the hard case
موعدك يوم الثلاثاء 14 أكتوبر، الساعة 9:30 صباحاً. رقم الطلب 40827.
“Your appointment is Tuesday 14 October at 9:30 am. Request number 40827.”
250+ companies and 300k people agree.
Everything else failed at Arabic.
UAE data residency was non-negotiable. Munsit was the only Arabic voice stack we could run entirely inside our own boundary.
One API for Arabic STT and TTS, at the concurrency our deployments actually run at.
We benchmarked every vendor for human-like Arabic and English in the same IVR call. The naturalness in both is what set Munsit apart.
Emirati dialect recognition where every model we tested before had failed.
$10 a month to start. Enterprise on your terms.
Cloud API
from$10/mo
Basic plan, billed monthly. A free tier with 10K credits to start.
- Usage-based credits, all 25+ dialects
- Speech to text and text to speech on one key
Enterprise & government
Talk to us
Priced on volume and deployment mode.
- Sovereign cloud, on-premises or on-device
- DPA and NDA signed before the pilot
- 20 concurrent sessions on Scale, 50 and more on Enterprise
- SSO, audit logs and retention policies per tenant
Common Questions
The six questions that come up in every regulated-sector evaluation, answered on the page rather than behind a form. For a deeper dive, visit the docs.
Can Munsit run on our own servers?
Yes. Managed cloud, sovereign cloud or VPC, and full on-premises deployment inside your network perimeter. The same models run across all three, and you can change deployment model without rewriting your integration.
Compare the four modesIs Munsit suitable for regulated sectors like banking and healthcare?
Yes, with the deployment model your policy requires. Regulated buyers run Munsit in a sovereign or on-premises environment with the security and audit posture their internal policy requires.
See the controlsHow is data privacy handled?
Under contract, and inside the boundary you set. CNTXT AI is SOC 2, ISO 27001, GDPR and HIPAA compliant. We sign Data Processing Agreements and NDAs with enterprise clients, and never reuse or share customer data.
Per tenant you get SSO against your own identity provider, role-based access, audit logs and retention policies.
Policies and documents on the Trust CenterHow does Munsit handle Arabic dialect and English mixing?
In one transcript, the way it was said. Code-switching between Arabic dialects and English is core to how the model is trained, not a feature added afterwards. It is one of the largest gaps between Munsit and English-first vendors that added Arabic later.
Hear the differenceHow does Munsit maintain accuracy in specialised domains?
Stock models first, and tuning on your vocabulary where a domain needs it. Stock models deploy in minutes. Where a domain needs it, we fine-tune on your data and vocabulary and deploy a dedicated model, hosted wherever your policy requires.
Can Munsit integrate with national innovation programmes?
Yes, through secure APIs. Munsit can embed voice-to-text directly into citizen engagement tools, submission portals and internal systems, meeting each programme’s format requirements.
Request the callReady to bring Arabic AI inside?
From residency and audit to pilot and launch, Munsit helps you deploy securely inside your environment.