Rapida · Delivery Service Platform
A high-performance delivery platform with real-time tracking and immersive 3D visualizations.
Jeddah agent demand splits cleanly between commercial logistics around Jeddah Islamic Port (booking, customs, vessel scheduling, ZATCA reconciliation), Hajj and Umrah operator automation through the Ministry of Hajj and Umrah's Nusuk platform integrations, Islamic finance treasury operations at SNB and IsDB, and petrochemical shift planning for SABIC Jeddah and Tasnee. Our agent stack covers retrieval-augmented Arabic and English copilots tuned on shipping manifests and Sharia-compliant contracts, tool-using workflow agents that book Bayan customs declarations, file Fasah trucking permits, and write back to SAP S/4HANA where most large Saudi enterprises sit, and supervised autonomous agents for vessel berth optimisation at Jeddah Islamic Port with human approval gates at each critical decision. We refuse to ship agents into PDPL-classified sensitive data flows or NCA Critical Systems without an explicit human-in-the-loop checkpoint, full audit trail to your SIEM, and a tested rollback that does not require a vendor on call.
Discovery runs on Jeddah AST hours from our Chandigarh hub (IST, two and a half hours ahead of Saudi time), opening with a PDPL data classification workshop against SDAIA's Personal Data Protection regulation and an NCA ECC, CCC, or CSCC scoping decision for the agent's blast radius. If the workflow sits inside Saudi National Bank, Al Rajhi, or another SAMA-regulated entity, we add a SAMA AI risk classification and Sharia compliance gate. Build sprints are two weeks with bilingual standups (Arabic and English), each agent action logged to an immutable trail, and Arabic RTL UI tested at every iteration rather than translated at the end. Deployment runs in stages — shadow mode against historical decisions, gated human-in-the-loop, then graduated autonomy with hard guardrails. Rollback is documented, drilled, and signed off by your NCA-aligned cybersecurity team in Jeddah before we hand over keys, and ZATCA-impacting flows get a separate cutover plan agreed with your tax operations lead.
We sit with the people doing the work in {city} and record the real process — including the exceptions they handle by instinct, which are exactly what kill naive automations.
Every system the agent touches gets a typed, permission-scoped tool with its own rate limit and rollback path. The agent gets a narrow set of verbs, never raw admin access.
The agent is built alongside its evaluation suite from day one, using real tasks from your business with verified outcomes. Every change is scored before it ships.
The agent runs against live traffic but commits nothing. We compare its proposed actions to what your team actually did and tune until agreement is high enough to trust.
Autonomy is released by risk band — reversible actions first, irreversible ones keeping a permanent human gate. Then we monitor completion rate, escalations, latency and spend.
Saudi data residency rules under PDPL and NCA push agent infrastructure to AWS me-central-1 (Riyadh, launched 2024), AWS me-south-1 (Bahrain), or Azure Saudi Arabia (Jeddah and Riyadh regions) depending on workload sensitivity and SAMA guidance. Agent orchestration runs on LangGraph, AutoGen, or CrewAI with custom Arabic tokenisation and RTL-aware tool descriptions, backed by Amazon Bedrock (Anthropic Claude and Cohere Command R+) inside Saudi regions where possible. For NCA Critical Systems we self-host fine-tuned Llama 3 or Qwen variants on Saudi GPU instances to satisfy CSCC sovereignty controls. Vector stores use pgvector on Amazon RDS or OpenSearch inside me-central-1, observability runs through CloudWatch and Datadog with logs pinned inside the kingdom, and every tool call is signed, timestamped, and exportable for SDAIA, NCA, and SAMA audits without a vendor unlock fee.
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Selected Projects
Recent platforms, apps and dashboards we designed, built and shipped.
A high-performance delivery platform with real-time tracking and immersive 3D visualizations.
Enterprise-grade security dashboard with real-time threat monitoring and analytics.
A curated marketplace connecting artists with collectors worldwide.
Cross-platform mobile experience with live delivery tracking and notifications.
Scalable microservices architecture handling millions of security events daily.
Comprehensive content management system with advanced analytics and reporting.
Our Work
200+ products shipped across fintech, healthcare, e-commerce, and SaaS — built to scale, designed to convert.


