AI initiatives get stuck waiting on core-system changes. We build on top via APIs, integration platforms, and modern middleware. AI doesn't wait for the next core release.
Compliance teams rightly veto AI that can't be audited. We build evaluation harnesses, audit logs, and human-in-the-loop review into every agent before it goes near a customer.
Neobanks and fintech licensees set the bar. Customers expect instant responses on WhatsApp and chat. Tier-1 incumbents can match it, but only with agents that escalate safely.
Onboarding takes days when it should take minutes. Compliance teams drown in reviews. We automate the document-heavy review work without removing the human from the high-risk cases.
Tier-1 support across WhatsApp, web, and voice. Bilingual Arabic + English. Escalation paths to your live team for anything regulated.
Document extraction, sanctions screening, risk-rating, and review routing. The 80% of cases that should never have touched a human, automated.
Internal copilots for compliance officers. Summarize, search, draft, and cite across regulatory documents, prior cases, and internal policy.
AI-augmented fraud and AML monitoring with explainability and case-management integration. Human-in-the-loop for anything that affects a customer.
WhatsApp- and web-based onboarding flows that move customers from interest to verified account in minutes, with the audit trail for compliance.
Yes. We support on-prem and sovereign-cloud deployments with open-weight models, complete audit logging, and human-in-the-loop review for any decision affecting a customer. Standard pattern for Qatar's tier-1 banks.
Native bilingual handling with dialect tolerance and code-switching. We test with Qatari users before launch. Translation quality and conversation quality are not the same.
Nowhere it shouldn't. Deployments stay inside your perimeter: your cloud account, your data residency. We support on-prem for the most sensitive use cases.