Arthur is model-agnostic and platform-agnostic, providing one centralized dashboard for all enterprise models, no matter which tools you used to build them or where they're deployed.
Uncover how your model treats different population groups with fairness thresholds and instant alerts from the industry’s only AI Performance solution with bias detection built right into the platform.
Proactively detect poor model performance faster based on pre-set thresholds.
Give team members across MLOps and data science the ability to segment data in real time to understand model performance, data drift, and feature importance.
Avoid future issues by automatically finding segments of the population where your model is underperforming, even if overall performance isn’t yet being affected.
Save time by A/B testing model versions before moving to operations. Compare two versions of a model by schema differences or metric differences.
Improve time to value for users onboarding highly complex models by automating thresholds for data drift detection.
Consolidate dynamic model pipelines and project outcomes in one central place.
View all models across your enterprise in one place. Use this single pane of glass to manage ML performance across teams, stakeholders, and use cases.
Standardize MLOps monitoring & measurement to drive uniformity and consistency across teams.
Use Arthur's robust API service to query and integrate all metrics (model performance, data drift, bias, explanation) into BI applications to tie ML performance to business KPIs.
Quickly mitigate bias using Arthur's proprietary techniques, or customize with your own in-house metrics, to reduce business risk and prevent discrimination.
Set platform privacy and transparency rules based on enterprise security authentication to restrict data views, access and administration rights.
Document and track enterprise ML in production with a historical timeline to identify model iterations and keep track of changes over time.
Authorization is via encryption key, so data access can be configured to meet compliance rules required for each individual model and tailored to different user roles across your team.
For on-prem installations, Arthur provides you with a binary and license key and has no connectivity to external customer data. Additionally, no individual records or PII are ever taken out of the customer’s data sources or stored in Arthur.
For SaaS installations, all data is end-to-end fully encrypted in transit into and out of the platform, as well as at rest in platform storage.
Complete your AI stack with Arthur's monitoring platform.Schedule a Demo