Data-Driven Success Stories

    Dive into our case studies to see how we tackle enterprise problems, implement scalable solutions, and deliver measurable impact using cutting-edge AI and data technologies.

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    Transforming Industries Globally

    See how we've helped leading organizations solve their most critical data challenges.

    CASE STUDIES

    ATM Cash Demand Forecasting and Replenishment Planning case study

    ATM Cash Demand Forecasting and Replenishment Planning

    Stixor's ATM Cash Demand Forecasting solution predicts withdrawals for every ATM from transaction history, salary cycles, public holidays, Eid, harvest season, location and local events, then turns each forecast into a replenishment amount and schedule. Treasury and operations get one view of per-ATM forecasts, low-cash alerts and a full audit trail.

    Cash Demand Forecasting
    Replenishment Planning
    Cash-in-Transit
    Behavioral Credit Scoring: Instant Pre-Approved Lending case study

    Behavioral Credit Scoring: Instant Pre-Approved Lending

    Stixor's Behavioral Credit Scoring Engine scores every existing bank customer on how they actually use their account: transactions, salary credits, balances and channel activity. The bank pre-approves limits for personal loans, cards and SME working capital, makes decisions in under a second with reason codes, and keeps all data inside its own perimeter.

    Credit Scoring
    Digital Lending
    Explainable AI
    Forecasting Water Breakthrough with a Reservoir Intelligence Platform case study

    Forecasting Water Breakthrough with a Reservoir Intelligence Platform

    Our reservoir intelligence platform forecasts when a gas well will start producing water, and how much, years before it happens. Built entirely on data the operator already collects, it combines survival analysis, three-month early warning surveillance, and per-well volume forecasting, validated against Mari Energies own historical breakthrough records

    Time-Series Forecasting
    Advanced Analytics
    Predictive Modeling
    Cutting ATM Cash by 20% with Predictive Analytics case study

    Cutting ATM Cash by 20% with Predictive Analytics

    Stixor’s Predictive ATM Cash Optimization Accelerator demonstrates how AI-driven prescriptive analytics can optimize cash liquidity, minimize idle reserves, and ensure uninterrupted ATM availability. By leveraging hierarchical machine learning models, real-time transaction telemetry, and demand-driven replenishment simulations, the platform illustrates potential operational efficiency gains across distributed ATM networks.

    Demand Forecasting
    Cash Management
    ATM Optimization
    Automated Customs & Import/Export Compliance case study

    Automated Customs & Import/Export Compliance

    Stixor developed EMT.AI, an AI-powered customs assistant that automates HS code identification, duty/VAT calculations, and document generation. The platform centralizes compliance workflows, reduces errors, accelerates processing, and replaces fragmented portals and broker dependency with a single reliable interface.

    Customs Automation
    VAT Automation
    Process Automation
    High-Performance GPU Data Center Architecture case study

    High-Performance GPU Data Center Architecture

    Stixor developed a multi-vendor GPU cloud platform to provide organizations with high-performance AI infrastructure capable of handling diverse AI/ML workloads efficiently. Supporting Huawei Ascend and NVIDIA GPUs, the platform enables enterprises and public-sector organizations to develop, train, and deploy AI models quickly, securely, and cost-effectively.

    NVIDIA
    Huawei Ascend
    Cloud Computing

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