Edge-First
Low Connectivity Ready
MENA-Ready Deployment
SAQR Edge — Real-Time Vision Intelligence on the Edge
ذكاء بصري فوري على الحافة — On-device computer vision for drones and field operations across MENA. Convert video into events, alerts, and metrics with minimal bandwidth.
Request a Demo / اطلب عرضاً
What is SAQR Edge? / ما هو SAQR Edge؟
SAQR Edge is an on-device computer vision platform engineered for field operations across the MENA region. Designed around an edge-first architecture — the same proven approach as IR‑ON — it processes video locally on the device, eliminating the need to stream raw footage to a central cloud. The result: real-time operational intelligence with minimal network dependency.
Core Capabilities / القدرات الأساسية
  • On-device inference — works fully in the field without cloud dependency
  • Outputs: events, alerts, counters, geotagged incident reports
  • Minimal bandwidth; tolerant to intermittent 4G/5G connectivity
  • Edge-first architecture identical to the proven IR‑ON approach
  • Open REST APIs for seamless integration with existing platforms
القدرات بالعربية
  • استنتاج على الجهاز — يعمل ميدانياً دون الاعتماد على السحابة
  • المخرجات: أحداث، تنبيهات، عدادات، تقارير حوادث مُعلَّمة جغرافياً
  • استهلاك ضئيل للشبكة؛ يتحمل انقطاع اتصال 4G/5G
  • بنية تعتمد الحافة أولاً — مماثلة لنهج IR‑ON المُثبَت
  • واجهات REST API مفتوحة للتكامل مع المنصات القائمة
From raw video to structured, actionable intelligence — all processed on the device, in the field, in near real-time. No raw footage ever leaves the device unless explicitly configured.
Why Edge? / لماذا الحافة؟
Traditional cloud-based video surveillance creates critical bottlenecks: massive bandwidth consumption, dependency on stable connectivity, and significant storage overhead. SAQR Edge inverts this model entirely — transmitting only structured event data rather than raw video streams.
Traditional Cloud Video
  • Heavy bandwidth (continuous stream)
  • Connectivity-dependent operation
  • Large storage requirements
  • High latency on alerts
  • Privacy and data transfer risk
SAQR Edge — Events Only
  • Minimal network traffic
  • Works offline or on intermittent 4G/5G
  • No raw video storage required
  • Near real-time alerts at the edge
  • Data minimization by design
Primary Use Cases / حالات الاستخدام الرئيسية
SAQR Edge is purpose-built for the operational realities of the MENA region — from arid desert environments to coastal infrastructure, from remote energy corridors to urban construction zones. Six core use cases define its deployment profile.
Wildfire & Smoke Detection
Early-stage smoke and flame event detection for civil defense and environmental agencies. Geotagged alerts dispatched within seconds of detection.
الكشف عن الحرائق والدخان — للدفاع المدني وحماية البيئة
Infrastructure Inspection
Automated anomaly detection along power corridors, pipelines, and road networks. Event-based reporting replaces manual patrol cycles.
فحص البنية التحتية — الممرات الكهربائية، الأنابيب، الطرق
Environmental Monitoring
Incident reporting and compliance-aligned monitoring for sensitive environmental zones. Structured event logs support regulatory audit requirements.
رصد البيئة — تقارير الحوادث والامتثال التنظيمي
Site Safety Events
Event-based detection for restricted zone incursions, PPE compliance, and safety perimeter monitoring at active construction or industrial sites.
أحداث سلامة المواقع — المناطق المقيدة والامتثال لمعايير السلامة
Disaster Assessment
Rapid aerial assessment of storm and flood impact zones. Delivers structured damage event reports to emergency coordinators with minimal connectivity.
تقييم الكوارث — العواصف والفيضانات، مناسب للمناطق الساحلية
Remote Operations Awareness
Persistent operational awareness for remote assets and field teams. Geotagged event streams feed command dashboards without continuous video uplinks.
الوعي بالعمليات النائية — تغذية لوحات القيادة دون بث مستمر
Industries We Serve / القطاعات التي نخدمها
SAQR Edge is deployed across the sectors that form the backbone of MENA economies — from government civil defense agencies to energy utilities, smart city developers, and environmental bodies. Each industry benefits from the same edge-first, events-only intelligence architecture.
Government & Civil Defense
حكومة والدفاع المدني
Utilities & Energy
المرافق والطاقة
Transport Corridors
ممرات النقل
Oil & Gas
النفط والغاز — الفحص والامتثال
Construction & Smart Cities
البناء والمدن الذكية
Agriculture & Environment
الزراعة والبيئة
System Architecture & Integrations / هندسة النظام والتكاملات
SAQR Edge follows a clean, modular pipeline — from sensor to insight. Each layer is independently configurable, allowing deployment teams to adapt the stack to specific operational environments, connectivity profiles, and integration requirements.
Integration Options / خيارات التكامل
  • REST API & Webhooks for event streaming
  • CSV / JSON structured export
  • GIS mapping platform connectors
  • Incident management platform integration (generic)
  • BI dashboard embedding support
Deployment Flexibility / مرونة النشر
SAQR Edge is designed for heterogeneous field environments. The edge compute module runs on standard industrial hardware, while the events layer can synchronize with on-premise or cloud-hosted dashboards when connectivity permits.
كل طبقة قابلة للتهيئة بشكل مستقل، مما يتيح للفرق تكييف البنية وفق متطلبات الاتصال والتكامل الخاصة بكل بيئة تشغيلية.
Security & Privacy / الأمان والخصوصية
SAQR Edge is architected around a data minimization principle — the most privacy-respecting approach to operational awareness. Because the system transmits structured events rather than raw video, the attack surface is fundamentally reduced compared to traditional streaming architectures.
Data Minimization / تقليل البيانات
Only structured event records — not raw video frames — are transmitted or stored by default. Video retention is optional and governed by configurable policy. البيانات المنقولة هي سجلات أحداث منظمة فقط، وليس إطارات فيديو خام.
Configurable Retention Policy / سياسة الاحتفاظ القابلة للضبط
Operators define retention windows per deployment context. Data lifecycle policies are applied at the edge module level, ensuring compliance with local regulatory frameworks. تُطبَّق سياسات دورة حياة البيانات على مستوى وحدة الحافة.
Role-Based Access Control / التحكم في الوصول بالأدوار
Granular access controls segment operator, analyst, and administrator roles. Event data and alert feeds are accessible only to credentialed users within defined organizational scopes. التحكم في الوصول يُقسّم أدوار المشغل والمحلل والمسؤول بشكل دقيق.
Audit Trail / سجل المراجعة
Every system action — event query, alert acknowledgment, configuration change — is logged in a tamper-evident audit trail. Supports compliance reporting and incident forensics. كل إجراء في النظام مُسجَّل في سجل مراجعة غير قابل للتلاعب.
Case Studies / دراسات الحالة
The following deployments are covered by active non-disclosure agreements. Details are shared at a qualitative level to illustrate operational outcomes. Reference contacts are available upon request for qualified enterprise and government evaluators.
Public Sector Pilot (NDA) — UAE
Problem: Legacy video monitoring system required continuous high-bandwidth uplinks from remote field units, creating operational gaps during connectivity drops.
Approach: Deployed SAQR Edge on existing UAV fleet; configured detection pipelines for perimeter event detection and anomaly flagging.
Outputs: Structured event stream delivered to command dashboard; alert latency reduced significantly vs. prior manual review cycle.
Impact: Operational awareness maintained during connectivity interruptions; reduced manual review workload for field coordinators.
Critical Infrastructure Inspection (NDA) — KSA
Problem: Periodic manual inspection of extended power corridors was resource-intensive and unable to detect time-sensitive anomalies between scheduled runs.
Approach: SAQR Edge deployed on inspection drones; detection pipelines configured for structural anomaly events and vegetation encroachment alerts.
Outputs: Geotagged event reports per inspection run; anomaly events routed to maintenance ticketing system via webhook integration.
Impact: Inspection cycle frequency improved; maintenance teams dispatched based on structured event priority rather than calendar schedule.
Environmental Monitoring Pilot (NDA) — Oman / Qatar
Problem: Environmental compliance reporting required continuous manual sampling and documentation across geographically dispersed monitoring zones.
Approach: Edge-based incident detection deployed across monitoring UAVs; event logs structured for regulatory export in CSV/JSON format.
Outputs: Automated incident event records; GIS-tagged event map updated per flight cycle; compliance-ready export delivered post-mission.
Impact: Reporting cycle compressed; audit trail generated automatically, reducing manual documentation burden for compliance teams.
Pilot Program / برنامج التجربة التشغيلية
SAQR Edge pilots are structured as a 6–10 week engagement, designed to deliver measurable operational outcomes within a defined scope. Each pilot progresses through six stages — from requirements alignment to a documented scale plan — ensuring both technical validation and stakeholder buy-in before broader rollout.
01
Requirements Workshop / ورشة المتطلبات
Stakeholder alignment, use case scoping, KPI definition, and field environment assessment. تحديد حالات الاستخدام ومؤشرات الأداء وتقييم البيئة الميدانية.
02
Field Setup / الإعداد الميداني
Hardware deployment, network configuration, and integration with existing UAV or camera infrastructure. نشر الأجهزة وضبط الشبكة والتكامل مع البنية التحتية القائمة.
03
Scenario Configuration / ضبط السيناريوهات
Detection pipeline tuning, alert threshold calibration, and event taxonomy alignment with operational requirements. ضبط خطوط الكشف ومعايرة عتبات التنبيه.
04
Validation Runs / جولات التحقق
Live field operations with structured event capture, system stress testing, and edge-case scenario coverage. عمليات ميدانية حية مع التقاط الأحداث واختبار النظام.
05
KPI Review / مراجعة مؤشرات الأداء
Results analysis, performance benchmarking against agreed KPIs, and structured stakeholder reporting. تحليل النتائج وإعداد تقرير منظم للمعنيين.
06
Scale Plan / خطة التوسع
Documented rollout recommendations, integration roadmap, and commercial proposal for full-scale deployment. توصيات النشر وخارطة الطريق للتكامل والمقترح التجاري.
Contact & Demo Request / التواصل وطلب العرض
Ready to explore how SAQR Edge can support your operational environment? Complete the form below or reach out directly. Our team covers UAE, KSA, Oman, Qatar, and wider MENA deployments.
هل أنت مستعد لاستكشاف كيف يمكن لـ SAQR Edge دعم بيئتك التشغيلية؟ تواصل معنا عبر النموذج أدناه أو مباشرةً عبر بيانات الاتصال.
Contact Information / معلومات الاتصال
Company Location / موقع الشركة:
Bishkek, Kyrgyzstan
بيشكيك، قيرغيزستان
Phone / الهاتف:
+996 551 978 324
Coverage / التغطية:
UAE · KSA · Oman · Qatar · MENA
Demo Request Fields / حقول طلب العرض
  • Organization / المؤسسة
  • Country: UAE, KSA, Oman, Qatar, Other / الدولة
  • Industry / القطاع
  • Use Case Interest / مجال الاهتمام
  • Email / Phone / البريد الإلكتروني أو الهاتف
  • Message / الرسالة
Why Request a Demo? / لماذا تطلب عرضاً؟
A SAQR Edge demonstration is tailored to your operational context — not a generic product walkthrough. Our team will configure a scenario aligned to your industry vertical and field environment, giving your technical and operational stakeholders a concrete view of event outputs, alert latency, and integration points.
يُصمَّم عرض SAQR Edge وفق سياقك التشغيلي تحديداً — ليس عرضاً نمطياً للمنتج. سيُهيئ فريقنا سيناريو مُتوافقاً مع قطاعك وبيئتك الميدانية.
Live event stream demonstration
See structured events generated from a real or simulated field scenario in your target environment type.
Integration walkthrough
Review API outputs, webhook event payloads, and GIS mapping layer integration options relevant to your stack.
Pilot scoping session
Discuss a structured 6–10 week pilot plan aligned to your KPIs and field deployment constraints.
SAQR Edge — Footer / التذييل
SAQR Edge
Real-time vision intelligence on the edge. On-device computer vision for drones and field operations across MENA.
ذكاء بصري فوري على الحافة. رؤية حاسوبية على الجهاز للطائرات بدون طيار والعمليات الميدانية في منطقة الشرق الأوسط وشمال أفريقيا.
Company Location / موقع الشركة:
Bishkek, Kyrgyzstan — بيشكيك، قيرغيزستان
Phone +996 551-978-324
Navigation / التنقل
  • Product / المنتج
  • Use Cases / حالات الاستخدام
  • Industries / القطاعات
  • Architecture / الهندسة
  • Security / الأمان
  • Case Studies / دراسات الحالة
  • Pilot / التجربة التشغيلية
  • Contact / التواصل
Language / اللغة:
Coverage: UAE · KSA · Oman · Qatar · MENA
التغطية: الإمارات · السعودية · عُمان · قطر · منطقة الشرق الأوسط وشمال أفريقيا
Edge-First
Events Not Video
MENA-Ready