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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.
Anomaly Detection
Challenge
Detect anomalies in real-time transactions by analyzing historical data, identifying outliers, and learning from past fraud cases to predict and prevent future incidents.
Solution
AI Studio from UnifyAI boosted efficiency with centralized models, streamlined workflows, provided real-time insights to enhance collaboration, scalability, reproducibility - simplifying model management and inferencing.
Benefits
Technical Benefits: UnifyAI delivers high accuracy in detecting anomalies with advanced models, minimizing false alarms. It provides instant identification of irregular activities, enabling immediate responses, while continuously learning from new data to adapt to evolving fraud tactics.
Business Benefits: UnifyAI's AI Studio proactively reduces fraud losses by identifying suspicious activities, automating monitoring processes, and allowing banks to focus on strategic tasks. It also ensures compliance with regulatory standards through reliable reporting.
Sales Attrition
Challenge
Predicting employee churn based on performance and behaviour to enhance customer relations, refine marketing plans and sales goals.
Solution
Deployed real-time models quickly with UnifyAI's AI Studio to provide business users with instant insights for real-time inferences, and monitoring of sales agent attrition.
Benefits
Technical Benefits: UnifyAI accelerates ML model development to predict attrition risks, seamlessly integrates with CRM and HR systems for real-time performance insights, and supports rapid building of diverse AI/ML models to analyze attrition factors.
Business Benefits: Identifies at-risk sales team members early, enabling targeted retention efforts and reducing recruitment costs. Enhances team cohesion and satisfaction, focuses on retaining top performers, and boosts overall sales productivity.
