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Domino Model Monitor

domino.ai

WebAPISelf-hosted
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Spec score 7.5 #11 of 20 in Machine Learning Model Monitoring Software

What it is

Domino Model Monitor evaluates production machine-learning models and alerts when degradation warrants expert review. It monitors data drift and model quality from a central dashboard showing status, summaries, customized alerts, and monitoring results. Automated prediction-data pipelines and metric generation support ongoing checks. When remediation is needed, teams can recreate a model’s development environment, retrain with production data, and redeploy a version. Models built in Python, R, SAS, MATLAB, TensorFlow, or DataRobot can be registered. The Elastic Monitoring Engine is designed to scale and ingest data from Amazon S3 and Hadoop-compatible storage, including Azure Blob Storage, Azure Data Lake, Google Cloud Storage, and HDFS. Domino supports API, web, and self-hosted use, including cloud VPCs, on-premises systems, and air-gapped environments. Pricing is on request, with Premium, Domino Cloud, and Enterprise plans listed.

Spec sheet

Purpose
Domino Model Monitor automates model evaluation and alerts when production models degrade enough to require expert review.Read 1 Oct 2026 · domino.ai
Integrations
Domino's partner ecosystem includes Anaconda, Snowflake, Palantir, RStudio, SageMaker, MathWorks, Stata, Collibra, DataRobot, H2O.ai, Okera, Teradata, Trifacta, and Pinnacle 21.Read 1 Oct 2026 · domino.ai
Support
The Cloud and Premium plans include premium support with a two-business-day non-urgent SLA, while Enterprise includes one-business-day non-urgent support.Read 1 Oct 2026 · domino.ai
Headquarters
San Francisco, California, United StatesRead 28 Sep 2026 · domino.ai
Founded
2013Read 28 Sep 2026 · domino.ai
Automated pipelines
Domino provides simplified deployment tools, automated prediction data pipelines, and automatic generation of monitoring metrics.Read 1 Oct 2026 · domino.ai
Central dashboard
Users can view model status, monitoring summaries, customized alerts, data drift, and model quality from one dashboard.Read 1 Oct 2026 · domino.ai
Deployment environments
Domino supports self-managed deployment in a VPC on AWS, Azure, GCP, or on-premises, including secure air-gapped environments.Read 1 Oct 2026 · domino.ai
Drift monitoring
The monitoring platform tracks data drift and model quality degradation with integrated monitoring and alerts.Read 1 Oct 2026 · domino.ai
Enterprise security
Domino describes single-tenant isolation, secure development testing, vulnerability scanning, third-party penetration testing, and SIEM-integrated intrusion detection.Read 1 Oct 2026 · domino.ai
Framework support
Models built in Python, R, SAS, MATLAB, TensorFlow, or DataRobot can be registered for monitoring.Read 1 Oct 2026 · domino.ai
Remediation
Users can recreate a production model's development environment, retrain with production data, and redeploy a new version.Read 1 Oct 2026 · domino.ai
Scale and storage
Domino's Elastic Monitoring Engine is designed to scale monitoring capacity and ingest data from Amazon S3 and Hadoop-compatible file systems including Azure Blob Storage, Azure Data Lake, Google Cloud Storage, and HDFS.Read 1 Oct 2026 · domino.ai
Security certifications
Domino states that it is certified for ISO 27001, ISO 9001, SOC 2, HIPAA, and GDPR, and supports 21 CFR Part 11 and Annex 11 compliance.Read 1 Oct 2026 · domino.ai
Snowflake monitoring
Domino can automatically configure Snowflake-deployed models for drift and model quality analysis with prediction data capture pipelines and ground-truth datasets.Read 1 Oct 2026 · domino.ai
Target customers
Domino positions its platform for large AI-driven enterprises and highly regulated industries performing mission-critical AI work.Read 1 Oct 2026 · domino.ai

Plans and prices

Domino Cloud Priced on request 5 service accounts · 5 admin licenses · Unlimited consumer licenses · 1 deployment · Premium support (2 business days) · Continuous upgrades · Nexus Data Planes deployment included Read 1 Oct 2026 · domino.ai
Enterprise Priced on request 10 service accounts · 10 admin licenses · Unlimited consumer licenses · Up to 2 deployments · Up to 2 upgrades per year · Enterprise support (1 business day) · Designated customer advocate · Proactive monitoring Read 1 Oct 2026 · domino.ai
Premium Priced on request 5 service accounts · 5 admin licenses · Unlimited consumer licenses · Up to 2 deployments (1 prod, 1 non-prod) · Up to 2 upgrades per year · Premium support (2 business days) Read 1 Oct 2026 · domino.ai

Every Domino Model Monitor plan and price →

Strong points and limits

Strong points

  • Tracks data drift and model quality
  • Central dashboard with customized alerts
  • Supports multiple model frameworks
  • Self-managed and air-gapped deployment options
  • Includes registry and experiment tracking

Limits

  • Pricing is available only on request
  • Enterprise-oriented deployment and licensing
  • Support response varies by plan

Who it suits

Domino positions this platform for large AI-driven enterprises and regulated industries running mission-critical AI. It fits teams needing monitored production models and managed remediation workflows.

Verdict

Domino Model Monitor combines drift detection, quality monitoring, alerting, and retraining workflows across cloud, self-hosted, and air-gapped deployments. Its plan structure and support terms are aimed at larger organizations.

Where Specifiction places it

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