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Predictive Maintenance
Challenge
Unexpected equipment breakdowns in manufacturing can lead to costly downtime, delayed production, and expensive repairs. Traditional maintenance schedules, often based on fixed intervals, may either be too frequent, wasting resources, or too late, resulting in unplanned failures.
Solution
Unify Ai platform can integrate with your IOT systems and help in predictive maintenance by monitoring machine performance in real time. By analyzing data from the sensors most relevant to your machinery, the ML models can predict when a machine is likely to fail, raise a ticket and alert the relevant users. This allows manufacturers to schedule maintenance only when necessary, reducing unnecessary downtime and preventing critical failures.
Benefits
Technical benefit - Our Unify AI platform can integrate with your production monitoring systems and IOT devices through APIs. The data from these systems can be ingested in real time, a ML model can quickly classify data and raise a flag. The Gen AI agent built using our Gen AI studio can send the flagged data as an alert in simple language to the designated recipient automatically.
Business Benefit - Reduction in repair costs, equipment life extension, and mitigation of unexpected breakdowns are the key outcomes. Unify AI helps improve operational efficiency by ensuring machinery runs smoothly with minimal proactive interruptions.
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Non Performing Assets (NPA) Prediction
Challenge
Difficulties in aggregating and consolidating data from disparate sources, which hindered effective monitoring and management of non-performing assets (NPAs) delaying in data driven decisions.
Solution
Deployed real-time models on UnifyAI's AI Studio providing business users with instant insights for real-time inferences, monitoring of NPA and loan defaults.
Benefits
Early NPA Prediction & Risk Monitoring: UnifyAI's ML models forecast potential NPAs by analyzing transaction patterns and external data, while real-time data integration continuously tracks loan performance, offering predictive insights on customer risk profiles and automating key decisions.
Seamless Integration & Efficiency: UnifyAI's AI Studio integrates with core banking systems to streamline NPA detection and escalation, reducing financial losses, enhancing risk control, and improving operational efficiency through automated workflows and early customer intervention.
Customer Unification
Challenge
Coordinating data from multiple sources to create comprehensive customer profiles while ensuring data accuracy and privacy compliance.
Solution
UnifyAI's AI Studio integrates and unifies customer data from all sources to create a single, comprehensive view of each customer, enables personalized interactions, prevents fraudulent claims, and aids in targeted marketing efforts.
Benefits
Technical Benefits: UnifyAI uses data-driven techniques to evaluate and identify unique customers across multiple products, integrates seamlessly with existing systems for quick decision-making, and supports tailored model development. It processes and analyzes large volumes of records efficiently.
Business Benefits: AI Studio provides a unified view of customers, enabling personalized interactions and targeted marketing. Offers actionable insights for strategic decisions, fostering better outcomes and enhancing customer engagement and loyalty.
