EN 
Українська
Polski
Español
Deutsch
日本語
Italiano
Português (BR)
Français
العربية
Nederlands
中文
한국어
हिन्दी
Türkçe
Tiếng Việt
Русский
Bahasa Indonesia
فارسی
বাংলা
ไทย
Filipino
Kiswahili
اردو
Bahasa Melayu
தமிழ்
עברית
Ελληνικά
ਪੰਜਾਬੀ
አማርኛ
မြန်မာဘာသာ
ខ្មែរ
ქართული
नेपाली
Монгол хэл
Հայերեն
සිංහල
ລາວ
Čeština
Română
Magyar
Български
Svenska
Dansk
Suomi
Norsk
Slovenčina
Hrvatski
Српски
Slovenščina
Lietuvių
Latviešu
Eesti
Íslenska
Shqip
Македонски
Bosanski
Malti
Azərbaycanca
Қазақша
O'zbekcha
Тоҷикӣ
КыргызчаModel Lifecycle Governance Dashboard
This dashboard provides a single point of control for managing model risks – including tiering, approvals, attestations, monitoring, and audits.
The dashboard enables transparent management of the entire model lifecycle: risk classification, control requirements, approvals, quality/security/cost monitoring, and auditing.
Attestations and Expiry Dates; Reminders for Renewals
The dashboard maintains a registry of models/versions, associated data, owners, and environments.
It tracks evaluation metrics and incident logs to provide comprehensive oversight.
Alerts: Expiring Attestations, Metric Regressions
The dashboard displays status updates, risk levels, and open actions.
It facilitates exports for audits and integrates with CI/CD pipelines via API/CLI.
Frequently asked questions
How do I add approvals and attestations, including electronic signatures?
The system allows you to add approvals and attestations, supports e-signature functionality, and maintains a change log for tracking revisions.
Can I connect monitoring for quality, latency, or cost?
Yes, you can integrate monitoring for various metrics like quality, latency, cost, and security to gain a holistic view of your models' performance.
Will I receive alerts for metric regressions or expiring attestations; is there a report?
The dashboard generates alerts when metric regressions or attestations expire, providing you with reports specifically designed for audit purposes.
What happens if controls are bypassed: is there a release blocker or automated gating?
The system incorporates a release blocker to prevent models with failed control checks from being deployed, and it supports automated gating mechanisms.
▶ Try it live
Everything above runs in your browser — open Dimensionality Reduction: PCA, t-SNE & UMAP and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.