Real-Time Model Monitoring
pcloudhosting · Software Development
Certification per Microsoft Marketplace.
Evidence tier Source Confirmed · 9 captures on record
What the publisher says
As described on Microsoft Marketplace.
Real-Time Model Monitoring is a process used to continuously track the performance, behavior, and reliability of machine learning models deployed in production. It ensures that models operate correctly by monitoring metrics such as prediction accuracy, data drift, latency, and system health, allowing organizations to detect issues early and maintain trustworthy AI systems.
Features of Real-Time Model Monitoring:
Show the rest of the publisher’s description (7 more lines)
- Continuous tracking of model performance and prediction quality.
- Detection of data drift, concept drift, and anomalies in real time.
- Monitoring of system metrics such as latency, throughput, and errors.
- Alerts and notifications for performance degradation or failures.
- Integration with dashboards, logging systems, and monitoring tools. To check the version of the Real-Time Model Monitoring tool (Evidently), run the following command:
$ pip show evidently
Disclaimer: Real-Time Model Monitoring tools may vary depending on the platform and implementation. Proper configuration of data pipelines, monitoring thresholds, and alerting mechanisms is essential to ensure accurate insights and timely responses. Users are responsible for maintaining data quality, model updates, and system security in production environments.
Agent build and provenance
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The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment · as of 2026-08-29
Sources
Publisher resources
1 linkLinked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.