Production medical AI engineered in Kirkuk. Two papers under peer review at the European Heart Journal — Digital Health and Diagnostic and Prognostic Research. 50+ deployments. CDSS piloted at Kirkuk Teaching Hospital.
Trusted by healthcare, enterprise & government
We don't just build software — we engineer complete solutions that solve real problems with precision and reliability.
Custom AI models built in-house. Reasoning systems, memory-based AI, and domain-specific solutions for healthcare, security, and analytics.
Production-ready clinical systems with AI-assisted diagnostics. ECG analysis, radiology, and clinical decision support with full explainability.
POS, ERP, payroll, accounting, and restaurant management. Multi-tenant SaaS, desktop, and mobile apps for real business needs.
Food delivery, e-menu ordering, car rental, and digital marketplace platforms. PWA-ready with WhatsApp integration and Arabic/Kurdish support.
Battle-tested systems deployed in real environments across healthcare, business, and digital platforms.
CDSS with AI diagnostics. 124 conditions, 421 drugs, lab interpretation, emergency protocols.
12-class ECG with site calibration & clinical-rule verification. ResNet1D-34 + 12 XGBoost specialists. Three-cohort study under review at EHJ-DH.
CXR multi-label classification with DenseNet121. 14 CheXpert conditions with SRL.
Multi-tenant SaaS with 21 modules. POS, inventory, HR, accounting. Offline-first.
Restaurant POS + Android Kotlin waiter app. Table management, kitchen display, thermal print.
Pharmacy management with batch tracking, expiry, sales AI. 50+ deployments.
Contractor accounting. Invoicing, settlements, expenses, profit reports.
Payroll & HR with ZK fingerprint reader. Attendance, salary calc, PDF reports.
Multi-tenant e-menu & WhatsApp ordering. QR codes, analytics, PWA, POS printing.
Car rental platform. Fleet tracking, booking system, customer management.
AI meeting room — humans + Claude + ChatGPT in one real-time conversation.
Silent printing service. WebSocket server for thermal/A4 printing from web apps.
Deployed systems with measurable impact across healthcare, pharmacy, and AI research.
Clinical Decision Support System piloted at Kirkuk Teaching Hospital. 124 conditions with 100% top-1 retrieval, 421 drugs, 59 interaction rules.
Complete pharmacy management with batch tracking, expiry alerts, and sales prediction AI across Iraq.
MedNLI clinical inference matching top public benchmarks. Built in Iraq on consumer hardware, not a hyperscaler stack. Underpins AetherMind Med's clinical reasoning.
Site calibration and clinical-rule verification for 12-class ECG classification. Submitted to the European Heart Journal — Digital Health, the ESC's cardiology AI journal. TyG-CVD honest-negative paper also under review at Diagnostic and Prognostic Research.
SamSoft is not a generic software house. We are a technology & applied AI company focused on building real production systems that work in challenging environments.
Based in Kirkuk, Iraq, with 20+ years of experience in software engineering, network infrastructure, and AI research. We build systems we actually use — 12 products and counting.
From computers and CCTV to enterprise software to AI research — two decades of relentless building.
20+ years building production systems. Founder of Iraq's first AI research lab. 12 products deployed across Iraq, two medical-AI papers under peer review at the European Heart Journal — Digital Health and Diagnostic and Prognostic Research. Built every model in-house, in Kirkuk.
Our research focuses on practical AI applications — NLI, medical diagnostics, ECG analysis, and radiology — with real-world impact.
AetherMind MedNLI ensemble at 88.96%. Gemma-3 4B knowledge-distilled student at 86.50% and DeBERTa-v2-xlarge reverse-KD at 86.57%. The clinical-reasoning backbone behind AetherMind Med, trained entirely on consumer hardware in Kirkuk.
Multi-domain medical AI: clinical decision support, ECG classification (ResNet1D), chest X-ray analysis (DenseNet121), and drug interaction modeling.
Whether you need custom AI solutions, enterprise software, or healthcare technology — we're ready to discuss how we can help achieve your goals.