Case Studies: AI-ML
Discover our latest next-gen projects driving innovation and growthAI-Powered Loan Application Automation
SiriusOne developed an AI-powered loan application bot that streamlined the process, reducing
processing time by 50%, improving user experience, and ensuring security and compliance.
Tech Stack: AWS, OpenSearch, OpenAI, LLM, RAG, Python


AI Bot for Customer Support in Retail
SiriusOne developed an AI-driven customer support bot for a retailer in Western Europe. The
solution streamlined business processes, integrated with the call center, and enhanced customer satisfaction.
Tech Stack: AWS, Anthropic, Python, RAG, Agents, WhatsApp API Integration, Zendesk


AI-Powered OCR Automation for Financial Document Processing
SiriusOne developed an AI-driven OCR solution for a financial services firm to automate key
data extraction from structured and unstructured PDFs, significantly improving accuracy, processing efficiency, and
compliance in financial decision-making.
Tech Stack: Azure Form Recognizer, Custom AI Models


AI-Powered Image Redaction for Privacy Protection in Aerial Imagery
SiriusOne developed an AI-driven image redaction system to remove sensitive data from aerial
images while preserving quality. The model accurately detects and masks private areas like people and vehicles ensuring
compliance with strict data protection regulations.
Tech Stack: Python, TensorFlow, OpenCV, YOLO


AI Bot for a Governmental Organization
SiriusOne developed an AI solution to enhance search and user experience for a MENA governmental
knowledge base, improving accessibility, streamlining interactions, and ensuring data security.
Tech Stack: AWS, Anthropic, Python, RAG, Agents, WhatsApp API Integration, Zendesk


AI Bot for HR & Recruitment Departments
SiriusOne developed an AI-driven solution to enhance recruitment and HR processes for a leading
Saudi corporation, streamlining talent acquisition and improving candidate experience.
Tech Stack: Python, RAG, Gemini, Google VertexAI, GCP, SAP SuccessFactors


Machine Learning Model for Optimal and Cost-Effective Predictions
SiriusOne developed a cost-efficient ML model to deliver precise, real-world predictions
tailored to client requirements. The solution optimized data processing, resource utilization, and accuracy,
enabling better decision-making while reducing operational costs.
Tech Stack: AWS SageMaker, Glue, API Gateway, S3, Lambda, CloudWatch


Machine Learning-Enhanced Travel Booking Platform
SiriusOne built an AI-powered travel booking platform that analyzes user behavior and
delivers personalized recommendations. The solution enhanced user engagement, increased conversion rates, and
streamlined the booking experience with intelligent automation.
Tech Stack: Python, TensorFlow, Keras, AWS (SageMaker, Lambda, S3), React Native, MySQL


AI-Powered Real Estate Valuation Platform
SiriusOne developed an AI-driven property valuation system that provides real-time price
estimations based on historical data, property attributes, and market trends. The solution improved valuation accuracy,
enhanced user trust, and adapted to dynamic market fluctuations.
Tech Stack: Python, TensorFlow, Scikit-Learn, AWS (SageMaker, Lambda, S3), PostgreSQL


AI-Driven Anti-Money Laundering (AML) System
SiriusOne implemented an AI-powered AML detection system that enhances fraud detection by analyzing transaction patterns, risk factors, and anomalies. The solution significantly reduced false positives, improved regulatory compliance, and increased operational efficiency.
Tech Stack: Python, TensorFlow, Scikit-Learn, Apache Spark, AWS (S3, Lambda, SageMaker), PostgreSQL


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