AI Observability tailored to your Industry
Censius AI Observability platform implements automated AI monitoring and explainability for a wide range of industries and solutions.
Censius AI Observability Platform for your specific needs
Censius AI Observability platform implements automated AI monitoring and explainability for a wide range of industries and solutions.
Credit Scoring
Build transparent credit scoring models and explain every score prediction to customers
Explain credit risks to internal stakeholders before penalizing customers
Continuously monitor credit scoring models for performance, drift, bias, and quality issues
Cybersecurity
Detect anomalous model behavior at its onset to prevent major risks to data exposure
Understand the root cause behind model faults and instantly launch recovery plans
Reduce time-to-resolve issues and consequently solution downtime
Chatbot solutions
Continuously and automatically monitor if NLP models are performing as expected
Track subtle drifts in customer responses and detect the root cause for such behavior
Increase successful customer engagement with consistent NLP performance
Insurance Fraud Detection
Detect suspicious activities and subtle anomalies with continuous automated monitoring
Understand the root cause behind issues flagged by Censius monitors
Maintain consistent performance and ROI over pre-defined thresholds
Claims Processing
Detect subtle changes in input patterns for computer vision solutions used in claim routing
Instantly flag issues when image data shows signs of poor quality or drift
Explain model predictions for critical data points to customers and internal stakeholders
Insurance Offer Recommendation
Continuously and automatically monitor if NLP models are performing as expected
Track subtle drifts in customer responses and detect the root cause for such behavior
Instantly catch drifting customer behavior to design offers accordingly
Medical Record Processing
Continuously and automatically monitor if computer vision solutions are correctly capturing documents
Detect drifts in document patterns and drop in data quality
Maintain high accuracy for sensitive documents with cohort monitoring tools
Disease Detection and Monitoring
Track the performance of health trackers to maintain stability in detection or prediction methods
Pin down the root cause behind predictions and alerts sent by the health monitors
Analyze and report analysis results with flexible dashboards and widgets
Chatbot solutions
Continuously and automatically monitor if NLP models are performing as expected
Track subtle drifts in patient’s responses or medical data and detect the root cause behind them
Improve patient consultations and engagement with consistent NLP performance
Autonomous machinery
Manufacturing machinery is sensitive and monitoring makes AI in manufacturing more reliable
Detect root cause behind issues in record time and reduce downtime
Increase transparency of autonomous model with explainable AI
IoT Interfacing
Increase data reliability with continuous and automated data quality and drift monitoring
Monitor input and output of IoT devices and flag subtle abruptions early on
Explain model learnings such as preferred light intensity or temperature to end-users
Predictive Maintenance
Ensure high sensitivity and precision of predictive maintenance models with continuous monitoring
Instantly understand the why behind every prediction to validate them before expensive repairs
Plan maintenance activities in advance based on consistently tracked drift patterns
Predictive Marketing
Ensure high returns from reliable predictions on campaigns
Understand the specific causes behind campaign failure or success
Continuously monitor customer data to detect subtle drifts in behavior or buying patterns
Inventory Management
Monitor to save cost with reliable restocking and sales predictions
Explain budget plans to supervisors or management with explainable AI
Increase model transparency by building and sharing monitoring reports with all stakeholders
Customer Support
Continuously and automatically monitor if NLP models are performing as expected
Track subtle drifts in customer’s responses or purchase data and detect the root cause behind them
Improve customer engagement with consistent NLP performance and quick adaptability
Grading Software
Continuously monitor the trustworthiness of AI-based grading with minimal resources
Explain AI decisions on grades to students and guardians with high clarity
Resolve issues in record time before the model can have any major impact on students
Learning recommendations
Monitor the predictive capability of recommender systems built for targeted learning
Explain personalised recommendations and the specific benefits of the curriculum
Instantly catch drifts in student’s learning patterns or reception of recommendations
Administrative AI
Monitor performance of report generation and communication pipelines
Maintain personalized and frequent engagement with guardians through continuously monitored NLP
Redirect employee efforts towards more strategic tasks by automating monitoring activities
Banking
Credit Scoring
Build transparent credit scoring models and explain every score prediction to customers
Explain credit risks to internal stakeholders before penalizing customers
Continuously monitor credit scoring models for performance, drift, bias, and quality issues
Cybersecurity
Detect anomalous model behavior at its onset to prevent major risks to data exposure
Understand the root cause behind model faults and instantly launch recovery plans
Reduce time-to-resolve issues and consequently solution downtime
Chatbot solutions
Continuously and automatically monitor if NLP models are performing as expected
Track subtle drifts in customer responses and detect the root cause for such behavior
Increase successful customer engagement with consistent NLP performance
Insurance
Insurance Fraud Detection
Detect suspicious activities and subtle anomalies with continuous automated monitoring
Understand the root cause behind issues flagged by Censius monitors
Maintain consistent performance and ROI over pre-defined thresholds
Claims Processing
Detect subtle changes in input patterns for computer vision solutions used in claim routing
Instantly flag issues when image data shows signs of poor quality or drift
Explain model predictions for critical data points to customers and internal stakeholders
Insurance Offer Recommendation
Use intuitive dashboards and analysis widgets to explain why certain offers work better together
Explain poor performance of specific offers to business teams and other stakeholders
Instantly catch drifting customer behavior to design offers accordingly
Healthcare
Medical Record Processing
Continuously and automatically monitor if computer vision solutions are correctly capturing documents
Detect drifts in document patterns and drop in data quality
Maintain high accuracy for sensitive documents with cohort monitoring tools
Disease Detection and Monitoring
Track the performance of health trackers to maintain stability in detection or prediction methods
Pin down the root cause behind predictions and alerts sent by the health monitors
Analyze and report analysis results with flexible dashboards and widgets
Chatbot solutions
Continuously and automatically monitor if NLP models are performing as expected
Track subtle drifts in patient’s responses or medical data and detect the root cause behind them
Improve patient consultations and engagement with consistent NLP performance
Manufacturing
Autonomous machinery
Manufacturing machinery is sensitive and monitoring makes AI in manufacturing more reliable
Detect root cause behind issues in record time and reduce downtime
Increase transparency of autonomous model with explainable AI
IoT Interfacing
Increase data reliability with continuous and automated data quality and drift monitoring
Monitor input and output of IoT devices and flag subtle abruptions early on
Explain model learnings such as preferred light intensity or temperature to end-users
Predictive Maintenance
Ensure high sensitivity and precision of predictive maintenance models with continuous monitoring
Instantly understand the why behind every prediction to validate them before expensive repairs
Plan maintenance activities in advance based on consistently tracked drift patterns
CPG
Predictive Marketing
Ensure high returns from reliable predictions on campaigns
Understand the specific causes behind campaign failure or success
Continuously monitor customer data to detect subtle drifts in behavior or buying patterns
Inventory Management
Monitor to save cost with reliable restocking and sales predictions
Explain budget plans to supervisors or management with explainable AI
Increase model transparency by building and sharing monitoring reports with all stakeholders
Customer Support
Continuously and automatically monitor if NLP models are performing as expected
Track subtle drifts in customer’s responses or purchase data and detect the root cause behind them
Improve customer engagement with consistent NLP performance and quick adaptability
EdTech
Grading Software
Continuously monitor the trustworthiness of AI-based grading with minimal resources
Explain AI decisions on grades to students and guardians with high clarity
Resolve issues in record time before the model can have any major impact on students
Learning recommendations
Monitor the predictive capability of recommender systems built for targeted learning
Explain personalised recommendations and the specific benefits of the curriculum
Instantly catch drifts in student’s learning patterns or reception of recommendations
Administrative AI
Monitor performance of report generation and communication pipelines
Maintain personalized and frequent engagement with guardians through continuously monitored NLP
Redirect employee efforts towards more strategic tasks by automating monitoring activities