MLI-01
Experiment Tracker
Centralised experiment logging with hyperparameter tracking, dataset versioning, and reproducibility reports for your ML team.
From SGD 4,800 / month
Start lab
MLI-02
Prototype Studio
Low-code ML prototyping environment with pre-built templates for classification, regression, and NLP use cases.
From SGD 6,200 / month
Start lab
MLI-03
Validation Suite
Automated benchmark pipelines with A/B testing, bias detection, and fairness scoring before production deployment.
From SGD 5,600 / month
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MLI-04
Feature Forge
Visual feature engineering toolkit with automated selection, transformation pipelines, and drift monitoring alerts.
From SGD 5,400 / month
Start lab
MLI-05
Sprint Deployer
Two-week sprint deployment engine that packages validated models into containerised APIs with staging environments.
From SGD 7,800 / month
Start lab
MLI-06
MLOps Pipeline
End-to-end CI/CD for ML with model registry, automated retraining triggers, and production monitoring dashboards.
From SGD 9,400 / month
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MLI-07
Dataset Curator
Data quality auditing, labelling workflows, and PDPA-compliant dataset management for ML experiment pipelines.
From SGD 4,200 / month
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MLI-08
Innovation Catalyst
On-demand lab partner access for roadmap reviews, vendor selection, and ML governance aligned to Singapore regulations.
From SGD 11,500 / engagement
Start lab