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Production Process Optimization
Challenge
Complex variables such as machine efficiency, material waste, quality rejects and fluctuating demand make it very difficult to optimize production. Traditional methods of managing these processes result in inefficiencies, underutilized resources, and higher operational costs.
Solution
Our Unify AI platform allows to ingest vast amounts of data from the production floor. The inbuilt EDA function helps in analyzing the data and identifying patterns and inefficiencies. AI can suggest real-time adjustments to machine settings, workflows, and resource allocation. This ensures that the production process is continuously optimized for maximum efficiency and minimal waste.
Benefits
Technical benefit - Our Unify AI platform has all the required components such as data ingestion tool kit, EDA automation tool, Feature engineering process, the automated AI studio for model building, the deployment workflows, etc all integrated in a single framework. Further you also have the Gen AI studio which can help the relevant personnel with corrective recommendations. This reduces the technical learning curves and support functions and helps to go from concept to production rapidly.
Business benefit - AI-driven process optimization leads to reduced production costs, higher output, and improved product quality. Manufacturers can also achieve better resource utilization, lowering energy consumption and material waste. Overall, AI enables smarter, data-driven decisions that result in a more streamlined and cost-effective production process.
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.
