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    Historique des pannes de Datarobot

    52 Datarobot incidents · octobre 2024 — official updates, affected components, duration and resolution details.

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    Défaillance de la validation de session de l'espace de code dans le terrain de jeu de l'IA

    Début 18 août 2026 à 12:20 UTC · 2h 24m

    IssuesIncident mineur
    Composants affectés
    APIGenerative AI VDB BuilderGenerative AI LLM PlaygroundMLOpsAutoMLAPIAI Catalog and Data IngestAI AppsPredictionsGenerative AI LLM PlaygroundMLOpsAI Catalog and Data IngestPredictionNotebooksGenerative AI VDB BuilderWebsitePredictionsNotebooksAI AppsWebsiteGenerative AI VDB BuilderMLOpsGenerative AI LLM PlaygroundAutoMLWebsiteAI AppsPipelineAI Catalog and Data IngestAutoMLAPI
    1. 18 août 2026 à 12:20 UTCidentified

      La session Codespace dans le terrain de jeu Generative AI échoue en raison d'une erreur de validation. L'ingénierie travaille sur la création d'une solution.

    2. 18 août 2026 à 13:56 UTCidentified

      L'ingénierie a mis en place un correctif et travaille actuellement à le déployer dans les grappes de production.

    3. 18 août 2026 à 14:44 UTCresolved

      La correction est maintenant déployée dans tous les environnements Prod et Generative AI Playground fonctionne maintenant comme prévu.

    Traduit automatiquement depuis la mise à jour officielle de l'incident.

    Problèmes liés à la création de bases de données vectorielles

    Début 24 juillet 2026 à 17:32 UTC · 1h 10m

    IssuesIncident mineur
    Composants affectés
    Generative AI VDB BuilderGenerative AI VDB BuilderGenerative AI VDB Builder
    1. 24 juillet 2026 à 17:32 UTCinvestigating

      L'équipe de DataRobot Engineering a observé des problèmes tout en créant une base de données Vector. Actuellement, cela affecte tous les environnements de DataRobot MTS et l'ingénierie étudie la cause fondamentale.

    2. 24 juillet 2026 à 17:44 UTCmonitoring

      L'équipe d'ingénierie a appliqué le correctif et la création de Vector Database est maintenant opérationnelle. L'équipe surveille la situation.

    3. 24 juillet 2026 à 18:42 UTCresolved

      L'équipe d'ingénierie a observé que la création de la base de données vectorielle est opérationnelle dans tous les environnements de DataRobot MTS. L'incident est résolu.

    Traduit automatiquement depuis la mise à jour officielle de l'incident.

    Issues with prediction requests against custom model deployments

    Début 2 juillet 2026 à 13:03 UTC · 34m

    IssuesIncident mineur
    Composants affectés
    Generative AI LLM PlaygroundAutoMLAPIAI Catalog and Data IngestGenerative AI VDB BuilderPredictionsAI AppsWebsiteMLOps
    1. 2 juillet 2026 à 13:03 UTCinvestigating

      We are investigating issues in MTSaaS within EU region impacting prediction requests against Custom Models deployments.

    2. 2 juillet 2026 à 13:20 UTCidentified

      The team root caused the issue causing HTTP 403 responses for Custom Model deployments in EU region.  Mitigations were applied and the team is verifying the fix stabilized the service.

    3. 2 juillet 2026 à 13:37 UTCresolved

      The issue is contained and the team has verified that predictions against Custom Models in all MTSaaS environments are healthy.

    Batch Jobs queued up in US MTS

    Début 29 mai 2026 à 08:37 UTC · 5d 0h

    IssuesIncident mineur
    Composants affectés
    Generative AI VDB BuilderAI AppsPredictionsGenerative AI LLM PlaygroundMLOpsAI Catalog and Data IngestNotebooksWebsiteAutoMLPipelineAPI
    1. 29 mai 2026 à 08:37 UTCidentified

      Batch jobs that are currently in the queue are completed successfully; however, their completion status is not being updated correctly. As a temporary workaround, we are manually marking these jobs as completed while we work on implementing a solution.

    2. 29 mai 2026 à 10:22 UTCidentified

      The affected jobs have been resolved and the issue is mitigated. Engineering is actively working on a permanent fix and testing is currently underway

    3. 29 mai 2026 à 14:38 UTCmonitoring

      The remediation script has been deployed and Engineering is actively monitoring the situation. Batch jobs may take longer than usual to show as completed until a permanent fix is rolled out in the next production deployment.

    4. 29 mai 2026 à 15:20 UTCmonitoring

      We are continuing to monitor for any further issues.

    5. 3 juin 2026 à 09:29 UTCresolved

      A fix has been deployed to production and the issue is now resolved. All systems are operating normally.

    Delay in Feature Drift Statistics Processing

    Début 28 mai 2026 à 08:30 UTC · 1h 17m

    IssuesIncident mineur
    Composants affectés
    MLOps
    1. 28 mai 2026 à 09:09 UTCidentified

      Feature drift statistics are currently experiencing a processing delay of approximately 1 hour. No data has been lost, and all metrics will reflect accurate values once processing catches up. Our team is actively working to resolve this.

    2. 28 mai 2026 à 09:47 UTCresolved

      Feature drift statistics processing has been restored to normal. All metrics are now up to date. No data was lost.

    Customers Experiencing Errors with New Custom Model Creation.

    Début 26 mai 2026 à 05:09 UTC · 1h 9m

    IssuesIncident mineur
    Composants affectés
    AI Catalog and Data IngestAutoMLAPI
    1. 26 mai 2026 à 05:09 UTCinvestigating

      We are experiencing a service interruption with Custom Models functionality in US SAAS environment. Predictions to existing deployments are working fine, but users cannot create new custom models. Engineering is investigating the issue and will provide updates as we make further progress.

    2. 26 mai 2026 à 06:01 UTCmonitoring

      Engineering has applied a fix in the US SAAS environment which resolved the issue. At the time of issue, some users might have experienced issues with Custom Apps, Data upload and custom model creation. The issue is contained.

    3. 26 mai 2026 à 06:04 UTCmonitoring

      We are continuing to monitor for any further issues.

    4. 26 mai 2026 à 06:18 UTCresolved

      Custom Models, Custom Applications & Data upload services are back to Operational state in US SAAS Environment. Issue is Resolved.

    Widespread intermittent service issues for new workloads in US Production

    Début 8 mai 2026 à 00:15 UTC · 20h 6m

    IssuesIncident mineur
    Composants affectés
    AI AppsMLOpsNotebooks
    1. 8 mai 2026 à 03:53 UTCmonitoring

      We are currently experiencing intermittent service issues in US Production, which are primarily affecting the launch of new workloads for Notebooks, Custom models, and Custom Applications. This issue does not impact existing workloads. This disruption is strongly correlated with an ongoing AWS Availability Zone outage (https://health.aws.amazon.com/health/status), causing resource allocation failures. The team is actively monitoring the situation and tracking updates from AWS.

    2. 8 mai 2026 à 06:13 UTCidentified

      We are continuing to experience issues launching new workloads for Custom Models and Custom Applications in US Production. This is connected to an ongoing AWS outage. Our team is exploring multiple mitigation options.

    3. 8 mai 2026 à 13:40 UTCmonitoring

      Engineering resolved the underlying issue with workload scheduling and is monitoring the cluster.

    4. 8 mai 2026 à 20:21 UTCresolved

      Engineering confirmed the issue is resolved and all services are restored.

    Delay in processing actual messages

    Début 10 avril 2026 à 10:24 UTC · 36m

    IssuesIncident mineur
    Composants affectés
    MLOps
    1. 10 avril 2026 à 10:24 UTCmonitoring

      Processing actual messages on JP MTS is delayed due to autoscaling malfunction. Engineering scaled up the deployment to alleviate the issue. Root cause mitigation in progress

    2. 10 avril 2026 à 11:01 UTCresolved

      Engineering has applied the required infrastructure configuration changes. The service is operating normally and no further user impact is observed. Engineering will continue monitoring cluster health to ensure stability. The incident is now marked as Contained.

    Elevated Errors on Managed AI Cloud

    Début 9 avril 2026 à 21:56 UTC · 15h 8m

    OutageIncident majeur
    Composants affectés
    AI AppsNotebooks
    1. 9 avril 2026 à 21:56 UTCinvestigating

      We're experiencing an elevated level of errors and are currently looking into the issue.

    2. 9 avril 2026 à 22:56 UTCmonitoring

      A fix has been implemented and we are monitoring the results.

    3. 10 avril 2026 à 11:31 UTCmonitoring

      Engineering has applied changes to mitigate the elevated error rates. Services are now operating normally. We are continuing to monitor the system while investigating the cause of the issue.

    4. 10 avril 2026 à 13:04 UTCresolved

      Engineering has implemented the required fixes to resolve the elevated error rates. Services are now operating normally, and no further user impact has been observed. The team will continue to monitor the system to ensure stability. The incident is now considered contained.

    Degraded Performance on DataRobot MTS due to Quay outage

    Début 30 mars 2026 à 20:43 UTC · 12h 11m

    IssuesIncident mineur
    Composants affectés
    APIGenerative AI VDB BuilderGenerative AI LLM PlaygroundMLOpsAutoMLAPIAI Catalog and Data IngestAI AppsPredictionsGenerative AI LLM PlaygroundMLOpsAI Catalog and Data IngestPredictionNotebooksGenerative AI VDB BuilderWebsitePredictionsNotebooksAI AppsWebsiteGenerative AI VDB BuilderMLOpsGenerative AI LLM PlaygroundAutoMLWebsiteAI AppsPipelineAI Catalog and Data IngestAutoMLAPI
    1. 30 mars 2026 à 20:43 UTCidentified

      Our engineering team has found the the Quay outage currently happening is causing degraded performance across the DataRobot platform. Engineering is currently monitoring the situation.

    2. 30 mars 2026 à 20:44 UTCidentified

      We are continuing to work on a fix for this issue.

    3. 31 mars 2026 à 08:53 UTCresolved

      Quay.io functionality has been restored and DataRobot environments are fully stabilized.

    Performance Degradation on Managed AI Cloud

    Début 13 mars 2026 à 17:49 UTC · 54m

    IssuesIncident mineur
    Composants affectés
    API
    1. 13 mars 2026 à 17:49 UTCinvestigating

      We are experiencing performance degradation on Managed AI Cloud.

    2. 13 mars 2026 à 18:31 UTCmonitoring

      A fix has been implemented and we are monitoring the results.

    3. 13 mars 2026 à 18:43 UTCresolved

      This incident has been resolved.

    Intermittent UI disruptions on Managed AI Cloud

    Début 11 mars 2026 à 20:05 UTC · 5d 22h

    IssuesIncident mineur
    Composants affectés
    WebsiteAPI
    1. 11 mars 2026 à 20:05 UTCinvestigating

      We are currently investigating this issue.

    2. 11 mars 2026 à 20:22 UTCmonitoring

      A fix has been implemented and we are monitoring the results.

    3. 17 mars 2026 à 18:31 UTCmonitoring

      We are continuing to monitor for any further issues.

    4. 17 mars 2026 à 18:32 UTCresolved

      This incident has been resolved.

    Network issue related to Kubernetes in US cluster

    Début 11 mars 2026 à 14:36 UTC · 2h 5m

    OutageIncident majeur
    Composants affectés
    PredictionsMLOpsPipeline
    1. 11 mars 2026 à 14:36 UTCinvestigating

      DataRobot is experiencing network issue related to Kubernetes in US Cluster. This will have impact on model deployment and predictions. Engineering is investigating the root cause.

    2. 11 mars 2026 à 15:06 UTCidentified

      Engineering has identified the root cause of the problem and a mitigation is put in place.

    3. 11 mars 2026 à 15:19 UTCmonitoring

      The mitigation implemented by Engineering has improved the network issue. The team is continuing to monitor the environment to ensure full recovery.

    4. 11 mars 2026 à 16:41 UTCresolved

      The mitigation implemented by Engineering has resolved the Kubernetes network issue, and the incident is now contained.

    Degraded Performance on the DataRobot MTS due to Quay outage

    Début 18 février 2026 à 21:04 UTC · 16m

    IssuesIncident mineur
    Composants affectés
    APIGenerative AI VDB BuilderGenerative AI LLM PlaygroundMLOpsAutoMLAPIAI Catalog and Data IngestAI AppsPredictionsGenerative AI LLM PlaygroundMLOpsAI Catalog and Data IngestPredictionNotebooksGenerative AI VDB BuilderWebsitePredictionsNotebooksAI AppsWebsiteGenerative AI VDB BuilderMLOpsGenerative AI LLM PlaygroundAutoMLWebsiteAI AppsPipelineAI Catalog and Data IngestAutoMLAPI
    1. 18 février 2026 à 21:04 UTCinvestigating

      Our engineering team has found the the Quay outage currently happening is causing degraded performance across the DataRobot platform.

    2. 18 février 2026 à 21:19 UTCresolved

      This incident is now resolved.

    LLM blueprints deployments cannot be created

    Début 17 février 2026 à 15:48 UTC · 7m

    OutageIncident majeur
    Composants affectés
    Generative AI LLM Playground
    1. 17 février 2026 à 15:48 UTCidentified

      LLM blueprints deployments can not be created in JP MTS environment. Engineering is rolling back JP cluster to previous version to mitigate the issue.

    2. 17 février 2026 à 15:55 UTCresolved

      Rollback of the JP cluster to the previous version is complete and the problem has been mitigated.

    Agent Application Template Impacted After Moderations Library Upgrade.

    Début 16 février 2026 à 11:35 UTC · 1h 14m

    IssuesIncident mineur
    Composants affectés
    AI AppsAI AppsAI Apps
    1. 16 février 2026 à 11:35 UTCidentified

      Agent application template is affected with the recent moderations library upgrade, fix is identified and mitigation is in progress.

    2. 16 février 2026 à 12:49 UTCresolved

      New version of Agentic application template is released, the issue is resolved

    Degraded Performance on the DataRobot US MTS

    Début 13 février 2026 à 20:39 UTC · 53m

    IssuesIncident mineur
    Composants affectés
    AI Catalog and Data IngestAPI
    1. 13 février 2026 à 20:39 UTCinvestigating

      We are observing issues on DataRobot US MTS environment. Users may experience degraded performance using APIs and data ingest services. The engineering team is currently investigating the root cause.

    2. 13 février 2026 à 21:31 UTCresolved

      The incident has now been resolved. All services are now operational.

    Problem connecting to DataRobot due to client browser caching

    Début 8 janvier 2026 à 18:15 UTC · 13d 20h

    OutageIncident critique
    Composants affectés
    WebsiteWebsiteWebsite
    1. 8 janvier 2026 à 18:15 UTCmonitoring

      Some customers have reported issue connecting to DataRobot. Please do a hard refresh of your browser by clearing the cache and this should fix the problem. As always let us know if it continue to have issue connecting to DataRobot after clearing the cache.

    2. 8 janvier 2026 à 18:16 UTCmonitoring

      We are continuing to monitor for any further issues.

    3. 22 janvier 2026 à 14:19 UTCresolved

      This incident has been resolved.

    Degraded Platform Performance Due to Docker Hub Outage

    Début 17 décembre 2025 à 17:00 UTC · 0m

    IssuesIncident mineur
    1. 17 décembre 2025 à 17:41 UTCresolved

      Between 16:50 UTC and 17:09 UTC, one of external providers(DockerHub) had an outage that might have caused temporary delays in starting platform workloads. The issue has been resolved and normal operations have resumed. Engineering is continuing to monitor the system.

    Degraded Platform Performance Due to Docker Hub Outage

    Début 5 décembre 2025 à 11:09 UTC · 26m

    IssuesIncident mineur
    Composants affectés
    MLOpsPredictionsMLOpsPredictionPredictionsPredictionsMLOpsMLOps
    1. 5 décembre 2025 à 11:09 UTCmonitoring

      Between 09:04 UTC and 09:17 UTC, one of external providers(DockerHub) had an outage that might have caused temporary delays in starting platform workloads. The issue has been resolved and normal operations have resumed. Engineering is continuing to monitor the system.

    2. 5 décembre 2025 à 11:35 UTCresolved

      The engineering team has confirmed recovery across all MTS and STS environments. No further updates are expected.