- Country: Finland
- Summary: Prior Information Notice: Monitoring Service
- FIT Ref No: 116363622
- Deadline: 02 May 2025
- Financier: Self Financed
- Purchaser Ownership: Government
- Tender Value: Refer Document
- Notice Type: Tender
- Document Ref. No.: 175259-2025
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- Description:
- Statistics Finland is acquiring a cloud-based Machine Learning (ML) monitoring service to enhance trust and reliability in its machine learning operations. This service will complement an existing ML platform built on Azure Databricks. Objectives: Actively identify and manage degradation in ML models, ensuring high-quality and trustworthy outputs for official statistics. Support a growing community of internal users in their daily work, including statistics experts with varying levels of ML and data science experience. The service should either integrate directly with our existing Azure environment or, alternatively, be set up as a separate service within our own Azure tenant. In either case, the solution must ensure that no data leaves the desired geographic region (EU) and that all data security and protection requirements for potentially sensitive data are fully addressed. Scope of Acquisition: Licensing for a cloud-based ML monitoring service capable of initially supporting approximately 10 machine learning models, with scalability to accommodate an increasing number of models over time. Technical support and expert training for efficient platform use. Tools and metrics for: - comparing model predictions with realized ground truth results across a variety of ML problems (e.g. classification, regression) - monitoring various types of drifts in input data (e.g. covariate drift, concept drift, novel values) - evaluating model performance even in the absence of ground truth M...
- Documents:
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CLICK HERE TO LOGINPrior Information Notice: Monitoring Service - Finland Tender
The STATISTICS FINLAND, TILASTOKESKUS, a Government sector organization in Finland, has announced a new tender for Prior Information Notice: Monitoring Service. This tender is published on FinlandTenders under FIT Ref No: 116363622 and is categorized as a Tender. Interested and eligible suppliers are invited to participate by reviewing the tender documents and submitting their bids before the deadline on 2025-05-02.
The estimated tender value is Refer Document, and full details, including technical specifications and submission requirements, are provided in the official tender documents. Ensure all submissions meet the criteria outlined to be considered for evaluation.
