Here are a few reasons why Arthur is the market leading AI observability solution
Quick get up and running with only a few lines of code, so you don't skip a beat
Fits Your Workflow
Our solutions are model- & platform-agnostic, meaning they will easily integrate with the tools you use everyday
Monitor all of your models at a glance by connecting them to the Arthur dashboard
Involve all relevant stakeholders in the model auditing process using easy-to-digest exportable reports and other multi-persona collaboration features
Set up alerts to track issues in your models, so that you can react as quickly as your business needs you to
Utilize the latest in AI observability techniques developed by our team of researchers, like complete support for NLP and CV models
Any Model, Any Platform, Anywhere
Arthur works seamlessly with all your favorite data science and MLOps tools. Our platform is model-agnostic and platform-agnostic, which means you get one centralized dashboard for all of your models, no matter which tools you used to build them or where they're deployed.
Access Arthur on demand without any setup
In Your Data Center
Keep all of your IT infrastructure onsite by deploying Arthur on-premise
On Your Cloud
Deploy Arthur on your cloud servers quickly and easily
A Mix of Both
Integrate Arthur into a mix of on-premises data centers, private clouds and/or public clouds
Learn a few of the many use-cases where Arthur shines across some of the industries we currently serve
Set up intelligent alerts to notify you of impending data drift or disparate impact resulting from divergence from your training data.
User behavioral monitoring
Ensure consistency and monitor for data drift in information extraction pipelines, and identify the most important words in determining the outcome of your sentiment analysis models.
Lending & robo-advisory programming
Audit & compliance
Quantify univariate and multivariate bias in decision-making models and explain model outputs—including financial loan decisions or healthcare treatment plans—in nontechnical terms through exportable reports.
Spend less time monitoring models and more time building them
• Seamlessly connect all of your models to a unified dashboard • Set up intelligent alerts to notify you of performance issues such as data drift • Utilize cutting edge metrics for monitoring data drift and model performance from our team of researchers
Ensure the fairness and transparency of your AI models
• Maintain an audit trail of model behavior • Monitor biases, data drift, and outliers in all of your ML models in real-time, so you can react to issues immediately • Ensure that all stakeholders are aligned on model behavior and performance using exportable reports
• Enable your engineers to monitor, understand and improve your ML models with great efficiency • Track your model’s performance with any of your favorite metrics
Read about why our customers love Arthur
VP of Data, Truebill
"Our team has many models in production. With the Arthur platform, checking their output and status at a glance is easy. We can spot issues early and with the ability to introspect the model run, easily diagnose and fix models reducing downtime. Couple that with custom alerting, we know there won't be any surprises with our ML operations.
Arthur gives us confidence that our ML systems continue to achieve high rates of accuracy."
Heather Caroll Cox
Chief Analytics Officer, Humana
“We care deeply about equity in healthcare at Humana. Thanks to Arthur, we know that our preventative care models are fair, and that we can catch any potential issues before they impact our members. Arthur also helps us deal with black swan events, like the current pandemic.
Covid-19 has had a huge impact on the data we’re seeing flow through our models, but the Arthur platform allows us to detect and fix data drift before it becomes a real problem.”
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Complete your AI stack with Arthur's monitoring platform.