Responsible AI with ML Observability
Aporia’s ML Observability solution allows you to monitor, track, evaluate, and manage your AI products to ensure they're transparent, compliant, and aligned with your business goals.
The good stuff to know about Aporia's ML Observability
Enhance accountability & transparency
ML integrityImprove your AI products with quality data and test for adaptability. Use Explainable AI to make the AI’s decision-making process understandable.
This integrated approach of accuracy, accountability, and transparency not only strengthens your AI’s performance but also boosts your brand’s credibility and delivers greater value to your customers.
Ensure ethical AI
Real-time view of model healthActively combat bias in AI systems by ensuring data diversity and fairness. Use representative data and evaluate fairness metrics to mitigate unfair or discriminatory decisions made by your AI.
Consistently monitor AI systems for biases and swiftly respond when fairness alerts fire. This proactive approach fortifies ethical AI standards and shields the integrity of both decision-making and brand reputation.
Track fairness metrics
Prevent discriminationDon’t wait to hear about discriminatory or unfair outcomes from your customers or the media. Tailor dashboards to showcase and track fairness metrics, ensuring your AI systems more transparent, accountable, and aligned with societal values.
This fosters trust among stakeholders and ensures that their AI contributes equitably to the betterment of all communities.
Evaluate fairness across protected groups
Pinpoint biasSee behind the complex decision-making process of AI. Uncover features driving biased predictions and gain insights into how attributes influence outcomes.
Detailed explanations enable pinpointing sources of bias, enabling effective retraining for fairer, more transparent, and ethically sound AI systems.
Book a demo to get started
Join the Fortune 500 companies that trust in Aporia platform for their ML models.
Book a demoCompliance & Security
Your data says you
Gain peace of mind knowing your sensitive data never leaves your cloud environment. Aporia ensures your organization meet the highest security and privacy standards.
Achieve Regulatory Compliance
Ensure regulatory compliance by actively monitoring model biases and maintaining data integrity at scale.
Get to the root cause
Use Aporia to maintain robustness and reliability in your AI systems by rigorously testing them and preparing them to handle unexpected situations or data without failure.
