Sovereign Conversational AI · Saudi Arabia & UAE

Sovereign AI that speaks Arabic.

AgentFlow runs Arabic and English voice and chat agents that complete real work in your core systems. Navigator scores every conversation for quality, compliance and resolution. Both deploy in your own cloud, your own data centre, or fully air-gapped.

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  • Arabic + English voice
  • In-region deployment
  • On-premises or air-gapped
  • Real-time analytics
  • Auditable and governed
Product view: an Arabic voice call enters AgentFlow, which understands the request, retrieves knowledge and executes a workflow. Navigator then scores the conversation for quality, compliance, sentiment and resolution and suggests an improvement.
AgentFlowNavigator
Conversation · Voice · +971 ••• ••• 4417
Customerبطاقتي رُفضت مرتين اليوم. ممكن تتحقق من السبب؟My card was declined twice today. Can you check why?
AgentFlowتم رفض المحاولتين من البنك المُصدِر بسبب انتهاء صلاحية رمز التحقق. أقدر أعيد المحاولة ببطاقة محدَّثة وأؤكد لك على نفس المكالمة.Both attempts were declined by your issuing bank for an expired CVV rule. I can retry with an updated card and confirm on this call.
01
Intent understoodpayment_failure · billing · high urgency
02
Knowledge retrievedCard decline codes · Retry policy v4
03
Workflow executedPaymentGateway.retry() · CRM case updated
Navigator · Conversation evaluation
Quality score92
ResolutionResolvedFirst contact · no transfer
CompliancePassedDisclosure · Verification · PII
SentimentNegative → PositiveRecovered at 00:41
04
Conversation scoredScorecard: Billing · Voice · AR-AE
05
Insight producedGrouped with 214 similar conversations
Suggested improvement

Decline-code explanations in Arabic are causing repeat calls. Add the expired-CVV path to the Arabic billing knowledge source and update the AgentFlow retry prompt.

Sovereign by design

Your conversations stay inside your border.

Conversational AI only reaches production in a regulated enterprise when the answer to “where does the audio go” is one your own security team chose. Deployment is a first-class decision here, not a paid add-on.

In-region deployment

Run in your own cloud tenancy in the region you operate in, so conversation data, recordings, transcripts and evaluations stay where your regulator requires them.

On-premises and air-gapped

Deploy beside your existing contact-centre infrastructure, including environments with no outbound internet path at all.

Self-hosted voice

Speech and telephony components can run inside your network boundary, so raw call audio never crosses it.

Your keys, your audit trail

Role-based access with SSO, scoped permissions per team and workflow, and an exportable record of every conversation, action and configuration change.

Certification and audit status is shared with your security team under NDA during technical evaluation. See the security overview

Arabic, natively

Arabic that sounds local, not translated.

Most conversational AI treats Arabic as a translation target, and customers hear it in the first sentence. AgentFlow is built for how people actually speak across the Gulf — and Navigator scores those conversations with the same rigour as the English ones.

Dialect, not just Modern Standard

Customers are understood speaking the way they normally speak, rather than having to flatten into MSA before the agent can follow.

Code-switching mid-sentence

Moving between Arabic and English inside one utterance is normal here. The agent follows the switch instead of losing the thread.

Arabic quality, measured

Navigator applies the same scorecards to Arabic and English, so quality, compliance and resolution stay comparable across the whole operation.

Names, numbers and dates

Arabic names, Hijri and Gregorian dates and spoken amounts are read back correctly on a voice call, where getting it wrong is obvious.

Handled on voice and chat
  • Gulf / Khaleeji
  • Najdi
  • Hijazi
  • Emirati
  • Modern Standard Arabic
  • English
  • Mixed AR–EN

Dialect and language coverage is confirmed against your own recordings during scoping.

One platform. Two powerful products.

AgentFlow powers intelligent customer conversations. Navigator turns every interaction into measurable insight.

AgentFlow

AI agents that communicate—and get work done.

Build and deploy enterprise chat and voice agents that understand customer intent, access trusted knowledge, connect with business systems and complete real workflows.

  • AI chatbots
  • AI voice bots
  • Arabic and English conversations
  • Knowledge-grounded responses
  • Workflow automation
  • API and CRM integrations
  • Human-agent handoff
  • Omnichannel deployment
Explore AgentFlow
Navigator

Know what is happening in every conversation.

Evaluate customer interactions at scale for quality, compliance, sentiment, resolution and agent performance—across AI and human conversations.

  • Automated conversation scoring
  • Quality assurance
  • Compliance monitoring
  • Sentiment and intent analysis
  • Resolution and escalation insights
  • Root-cause identification
  • Agent coaching opportunities
  • Executive analytics
Explore Navigator

Every conversation makes the next one better.

Dune Dynamics connects conversational execution with continuous quality intelligence. Instead of deploying AI and hoping it works, enterprises can measure performance, identify gaps and improve outcomes continuously.

AgentFlow engages

An agent answers on chat or voice and understands what the customer needs.

Workflow executes

The agent calls the systems that actually complete the request.

Navigator evaluates

Every conversation is scored for quality, compliance, sentiment and resolution.

Teams find gaps

Root causes are grouped so the biggest failure patterns surface first.

AgentFlow improves

Prompts, knowledge, workflows and coaching are updated—and measured again.

what Navigator learns is fed back into AgentFlow

No manual QA cycle sits in between. Evaluation runs on every conversation, so improvements are made on this month’s evidence rather than last quarter’s sample.

Meet customers on every channel.

The same agent logic, knowledge and guardrails run wherever the conversation happens—and every channel feeds the same analytics.

Web chat
وين طلبي؟Where is my order?
طلبك خرج للتوصيل ويوصلك اليوم. تحب أرسل لك رابط التتبّع على واتساب؟Out for delivery, arriving today. Want me to send tracking on WhatsApp?
Order lookup
Mobile app
أوقف بطاقتيBlock my card
تم إيقاف البطاقة المنتهية بـ 4417 مؤقتًا. أصدر لك بديلة؟Card ending 4417 is temporarily blocked. Shall I raise a replacement?
Identity verified
WhatsApp
متى يتجدد تأميني؟When does my policy renew?
تتجدد وثيقة مركبتك في 14 سبتمبر. القسط 2,480 ريال. أرسل «تجديد» للمتابعة.Your motor policy renews on 14 Sep. Premium SAR 2,480. Reply RENEW to continue.
Template approved
Voice and telephony
Inbound · 00:42 · AR-AE
SIP trunk · barge-in on
Contact centre
Queue · Cards18
AI handled62%
Transferred7
Warm handoff with context
Email and messaging
Re: Refund not receivedDrafted reply · awaiting approval
Human in the loop
Internal employee apps
كم باقي لي من أيام الإجازة؟How many leave days do I have left?
12 يوم إجازة سنوية. أقدّم لك طلب من 3 إلى 5 سبتمبر؟12 earned leave days. Want me to apply for 3–5 Sep?
HRMS connected
Every channel, one view

Navigator ingests transcripts and recordings from all of the above—Arabic and English, and including conversations handled by human agents—and scores them against the same rubric.

Unified scorecards

From conversation to measurable outcome.

Five stages, run continuously. Most enterprise teams start with one workflow on one channel and widen from there.

01 — Connect

Connect your systems

Connect enterprise knowledge, APIs, CRM, telephony and business applications.

02 — Configure

Define behaviour

Define agent behaviour, workflows, guardrails, quality parameters and escalation logic.

03 — Deploy

Go live

Launch AgentFlow across chat and voice channels using cloud or on-premises deployment.

04 — Observe

See what happened

Use Navigator to monitor quality, compliance, sentiment, resolution and business outcomes.

05 — Improve

Close the loop

Apply insights to improve prompts, workflows, knowledge and human-agent performance.

Designed for enterprise control.

A four-layer architecture that sits beside your existing stack rather than replacing it—deployable in your own cloud or data centre.

ChannelsWhere customers reach you
ChatVoiceWhatsAppWebMobileContact centre
Dune DynamicsExecution and intelligence
AgentFlowNavigatorWorkflow engineKnowledge layer
Enterprise systemsWhere work actually happens
CRMCore systemsTicketingPayment systemsAPIsData platforms
GovernanceApplied across every layer
SecurityAudit logsAccess controlComplianceMonitoring

Sovereign deployment

Your own cloud tenancy, your own data centre, or a fully air-gapped contact-centre environment.

Access and audit

Role-based access control with complete audit trails for every conversation and configuration change.

Data residency

Keep conversation data, recordings and transcripts in the region you operate in, where your regulator requires them.

Guardrails and handoff

Configurable guardrails, human-in-the-loop approvals and enterprise observability.

Certification and audit status is shared under NDA during technical evaluation. See the security overview

Start with one workflow, not a platform migration.

Most teams begin with a four-week pilot on a single high-volume workflow. It runs alongside your existing contact centre, and you keep the Navigator baseline whether or not you continue.

Weeks 1–2Baseline and connect

Navigator scores a sample of your existing conversations so you can see current quality before anything changes. We connect one knowledge source and one system API.

Weeks 3–4Run in production

AgentFlow handles one workflow on one channel, with human handoff on anything outside scope and guardrails set by your compliance team.

Week 4Review against the baseline

Same scorecard, same metrics, before and after. You decide whether to widen to more workflows on evidence rather than a projection.

Measure what matters.

These are the metrics Navigator reports. We baseline them on your existing conversations before anything is automated, so the numbers you judge us on are yours rather than ours.

Automation rate

Share of conversations completed end to end without a human, by workflow and channel.

First-contact resolution

Resolved on the first interaction, with no transfer and no repeat contact inside seven days.

QA coverage

Percentage of conversations evaluated—Navigator scores all of them, not a monthly sample.

Manual review hours

Reviewer time spent per hundred conversations, before and after automated scoring.

Compliance exceptions

Conversations missing a mandatory disclosure or verification step, and how fast they surface.

Sentiment recovery

How often a negative conversation ends positively, tracked through the interaction.

Average handling time

Time to resolution across AI and human agents, segmented by intent.

Containment quality

Automated conversations that actually resolved—separating real containment from deflection.

What the platform changes, by role.

Customer experience leaders

Improve resolution, consistency and satisfaction across every channel.

AgentFlow + Navigator

Contact centre leaders

Automate quality monitoring and identify coaching opportunities at scale.

Navigator

Compliance leaders

Detect risky or non-compliant conversations quickly and maintain auditability.

Navigator

CIOs and technology leaders

Deploy secure AI across existing enterprise systems with infrastructure control.

Platform

Business leaders

Connect conversational automation directly to measurable operational outcomes.

AgentFlow + Navigator

Not sure where to start?

Most teams begin with one high-volume workflow and a Navigator baseline of their current conversations.

Talk it through

Build conversations that perform—and keep improving.

See how AgentFlow and Navigator can transform customer engagement, operations and conversation quality.

Or start with the security and architecture pack — no meeting required.