Building Intelligent Systems
for the Real World
Raqmana develops domain-specific AI products and agentic solutions that transform how organizations operate, learn, and grow — powered by Computer Vision, RAG, and Agentic AI.
We Build AI That Works in Your Context
A digital transformation and AI company specializing in vertical AI — purpose-built systems that go deep into a single domain to deliver measurable, real-world impact.
Who We Are
Raqmana Smart Technology Company is a team of AI engineers, data scientists, and domain experts building next-generation AI products for the MENA region and beyond.
Our Vision
To become the leading vertical AI solutions provider in the region — embedding intelligent systems into the core operations of organizations and educational institutions.
Why Raqmana
We don't build generic AI tools. We design domain-specific AI systems with deep workflow integration, real data, and measurable outcomes.
Our Product Portfolio
A growing portfolio of specialized AI products built for real operational environments, spanning education analytics, enterprise intelligence, intelligent invoice processing, and computer-vision-based behavior analysis.
An integrated AI system for Grades 6–12 schools that senses student behavior, predicts learning outcomes, and personalizes content — powered by Computer Vision, Predictive ML, and Generative AI.
- Real-time visual attention & behavior detection
- Predictive grade analytics (82–95% accuracy)
- Adaptive content via LLM
- Performance Oversight Agents
- Full on-premise deployment for data privacy
An on-premise AI infrastructure that unifies organizational knowledge, orchestrates intelligent workflows, and manages domain-aware multi-model execution through adaptive retrieval, configurable decision policies, and operational oversight.
- Departmental AI workspaces with role-based permissions
- Benchmark-Validated Retrieval & Full-Document Reasoning
- Performance Oversight Agents
- Domain-aware model routing & multi-model runtime
An AI computer-vision product under development for analyzing behavior in public and private spaces by tracking movement paths, speed and acceleration, gaze direction, carried objects, phone use, and visual identity cues for people and vehicles.
- Movement-path recording and behavior classification
- Speed, acceleration, and gaze-direction analysis
- Phone-use and carried-object detection
- Person identification using face and clothing cues
- Vehicle activity and identification using visual features and license plates
An AI-powered document intelligence system that transforms scanned, stamped, signed, and partially handwritten invoices into structured, searchable, and verifiable data. invoiceIQ automates invoice extraction, supports ERP matching, enables human-assisted verification, and provides traceable digital and physical archiving.
- Intelligent extraction of invoice fields and line items
- Detection and classification of signatures and supplier stamps
- ERP and API integration for product and data matching
- Human-in-the-loop review for unclear or unmatched records
- Searchable digital and traceable physical archiving
Tailored AI Services
Beyond products, we deliver custom AI solutions that integrate into your existing workflows and infrastructure.
Recruitment Agentic Engine
An autonomous AI recruitment engine that transforms role-specific hiring requests into executable criteria, searches internal CV repositories and external professional platforms, filters applicants against mandatory requirements, evaluates professional fit with evidence-based reasoning, estimates salary alignment, recommends targeted training plans for underqualified candidates, and generates decision-ready hiring reports with human-in-the-loop review.
The system can also assess existing employees against their current roles, identify capability gaps, and produce time- and cost-bounded upskilling plans within defined operational ranges.
Market Agentic Radar
An autonomous AI market intelligence radar that continuously monitors competitors, emerging technologies, potential clients, strategic suppliers, and evolving demand signals to detect market shifts, uncover unmet needs, evaluate technology maturity and competitive impact, track signal strength over time, and identify high-value opportunities before they become obvious.
The system can operate continuously or on scheduled cycles, automatically filtering noise and escalating insights only when strategic relevance, impact potential, or confidence thresholds justify leadership attention and action.
Custom Agentic Workflow
Design and deploy bespoke AI agents tailored to operational, analytical, and decision-centric workflows across departments and industries. Build specialized agents for contract and compliance review, procurement orchestration, financial analysis, customer support escalation, policy validation, enterprise knowledge retrieval, operational monitoring, executive reporting, and multi-step approval pipelines.
Agents can coordinate across internal systems, documents, APIs, and human reviewers to execute structured workflows with traceable reasoning, adaptive routing, validation layers, and governed decision logic.
Business Intelligence Consulting
Strategic AI readiness assessments, architecture design, and implementation roadmaps crafted for your organization's maturity level.
AI Training Programs
Enterprise AI literacy and technical upskilling — from executive awareness sessions to hands-on engineering workshops.
System Integration
Seamless integration of AI capabilities into your existing ERP, CRM, HRMS, and enterprise platforms with minimal disruption.
The Technology Behind Our Solutions
Six core AI disciplines that power every product and solution we build.
Intelligent Workflow Modeling & AI Integration
Deep integration of AI models into expert operational workflows such as planning, auditing, compliance, and supervisory processes.
RAG — Knowledge & Content AI Integration
Retrieval-Augmented Generation connecting LLMs to your organizational knowledge base for accurate, contextual, and governed AI responses.
Data & ML — Predictive Analytics
Machine learning pipelines that transform raw operational data into predictive intelligence — from performance forecasting to risk modeling.
Agentic AI — Operational & Oversight
Autonomous AI agents that execute complex multi-step tasks, monitor performance, and deliver role-based recommendations.
Computer Vision AI — Human Behavior Analytics
Real-time visual intelligence that detects, tracks, and interprets human behavior patterns — from classroom attention to workplace safety.
Multi-Model Intelligence Orchestration
A unified AI orchestration layer combining multi-model runtime, domain-aware routing, and configurable decision policies for optimized intelligence, latency, and cost across tasks, workflows, and agents.
Sectors We Serve
Purpose-built for organizations operating in complex, data-rich environments where AI delivers transformational value.
Enterprises
Large-scale corporations embedding AI into core operations, HR, finance, and strategic decision-making.
Organizations
NGOs, public institutions, and associations leveraging AI for operational efficiency and impact measurement.
Education
Grades 6–12 schools, universities, and training centers transforming learning through data-driven, personalized AI systems.
More Sectors
Healthcare, retail, and government — expanding our vertical AI capabilities into new high-impact domains.
Our Partners & Clients
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Bee Skills Center - Lebanon
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OpenTech - Lebanon
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شركة سينيق التجارية - لبنان
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مدارس كينو - سلطنة عمان
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مدرسة البهاء - لبنان
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معهد تمكين المهني - لبنان