My AI Projects
The My AI Projects tab turns datasets into managed projects. A project is one AI system, with everything it needs in one record: the model, the datasets it uses, experiments, evaluation, compliance, and documentation. Select + New Project to create one.
Setting up a project
When you create a project you capture the essentials:
- Project name and the AI model — base, fine-tuned, or custom, with its model name / identifier
- Risk level — how sensitive the system is
- Lifecycle stage — for example development, staging, or production
- Deployment, owner, and an experiment tracking link
- Eval metrics & thresholds and a retraining trigger
What a project record contains
Each project is organized into sections you can fill in over time:
| Section | What it holds |
|---|---|
| Project Overview | Model, risk level, lifecycle, owner, deployment, and the project's purpose |
| Evaluation & Performance | Experiments, metrics, thresholds, and how the model is performing (see Experiments & tracking) |
| Known Failure Modes | Documented ways the model can fail, with severity and mitigations |
| Compliance & Governance | EU AI Act and governance fields (see Health & compliance) |
| Training Data Inventory | The datasets linked to this project, each with a usage role |
| Documentation Notes | Decision records, incidents, changelog, and external references |
Linking datasets
Use + Link Dataset to attach a dataset from My Datasets to the project, then assign its usage role and optional usage notes:
The linked datasets make up the project's Training Data Inventory, so you always know exactly what data went into the model and in what role.
Documenting your work
The Documentation Notes section keeps an audit trail of how the project evolved:
- Architecture Decision Records (ADRs) — log a decision with its title, rationale, and date
- Known Failure Modes — record a failure with severity, description, and resolution / mitigation
- Incident Log — log incidents as they happen
- Changelog — version entries with author / approver and a summary of changes
- External References — links out to related resources, with a label and URL