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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.
Credit Scoring & Risk Assessment
Challenge
Multiple sources for data for credit assessment. Bias in manual risk evaluations. Slow, resource-heavy credit scoring processes. Adapting to changes in borrower behavior and real-time data was challenging.
Solution
Automated model orchestration for risk assessment models, streamlining workflows, improving accuracy, and integrating seamlessly with end-system APIs for custom, efficient decision-making.
Benefits
Technical Benefits: UnifyAI automates credit evaluations, reducing manual intervention while processing large volumes of financial data. It ensures unbiased assessments, provides instant credit risk evaluation, and allows for tailored risk models that reflect specific business needs.
Business Benefits: AI Studio enhances trust through transparent credit scoring, reduces approval times, and lowers costs by optimizing the process. It minimizes loan defaults by accurately identifying high-risk borrowers, improves profitability, and ensures regulatory compliance.
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.
