Data Observability v2 by Metaplane

Metaplane is an AI Observability Platform that assists enterprises in continuously monitoring, analyzing, and explaining their production models. It provides end-to-end visibility of structured and unstructured production models, allowing businesses to adopt a proactive approach toward model management to continuously deliver reliable machine learning.

• AI-Powered: Metaplane uses advanced AI algorithms to generate realistic and engaging content.
• Real-Time Access: Metaplane provides end-to-end visibility of your structured and unstructured production models.
• User-Friendly: Metaplane is designed to be user-friendly, allowing users to easily monitor, analyze, and explain their production models.

Metaplane offers a range of features that help users manage their tasks:

• Automated AI Monitoring: Automate continuous model monitoring for performance, drift, outliers, and data quality issues using Metaplane Monitors.
• AI Explainability: Dive deep into a model’s decision-making by performing root cause analysis using Metaplane Explainability.
• AI Analytics: Access real-time model performance with easy-to-understand and shareable dashboards.
• Real-Time Alerts: Get real-time alerts for performance violations on preferred channels.

Metaplane can be used for various purposes:

• Banking: Build transparent credit scoring models and explain every score prediction to customers.
• Insurance: Continuously and automatically monitor if NLP models are performing as expected.
• Healthcare: Track subtle drifts in customer responses and detect the root cause for such behavior.
• Manufacturing: Increase successful customer engagement with consistent NLP performance.
• CPG: Continuously monitor models for performance, drift, bias, and quality issues.
• EdTech: Explain blackbox AI decisions to customers and stakeholders, especially during prediction failures.

Metaplane offers different pricing plans:

• Free Plan: Instant-on monitoring for smaller teams with low volume needs. 10 monitored tables, 1 user, 3 custom SQL monitors, Slack integration, Schema change detection.
• Pro Plan ($1249/month): Powerful and comprehensive coverage for teams with scaling needs. 100 monitored tables, Unlimited synced tables, 5 users, Column-level lineage to BI, Usage analytics, Advanced monitoring configuration, Github impact and data test previews, Warehouse spend monitoring, PagerDuty integration, Onboarding session, SSH and Reverse SSH tunnel support.
• Enterprise Plan (Custom): For enterprise-grade teams with more security, support, and personalized needs. Discounted monitored tables, Unlimited synced tables, Discounted users, Configuration-as-code (YAML), Advanced CLI, Custom integrations, SSO Okta, AD, SAML, Custom contracts (MSA, DPA, etc.), Data observability training program, Shared Slack channel, Shared 24/7 priority support including Slack channel, Dedicated customer success and engineering resources, AWS or Azure PrivateLink support.

Here are some alternative AI tools that you might find interesting:

1. Datadog: Datadog is a monitoring service for IT, Dev and Ops teams who write and run applications at scale.
2. Monte Carlo: Monte Carlo is the first end-to-end solution to prevent broken data pipelines.
3. Dynatrace: Dynatrace has redefined how you monitor today’s digital ecosystems.
4. IBM Instana: IBM Instana provides tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data to build and train models at scale.

Please note that while these tools offer similar AI capabilities, they may not provide the exact same functionality as Metaplane. Always consider your specific needs when choosing an AI tool.