Klick Studio: the AI/ML workbench
Klick Studio (klick.kariant.app/studio) is a real ML workbench: jobs you queue there run on Google Vertex AI, with Koin escrow taken when a job dispatches and settled when it completes.
The suitelink
- check_circleData — Datasets (register uploads, BigQuery tables, public data; live row counts on selection), Feature Store, SQL Workbench (BigQuery, Firestore, and AlloyDB via the secured gateway), Data Agent, Lineage.
- check_circleModels & Training — Notebooks, Training (Vertex jobs), Model Registry, Batch Inference, AlphaEvolve.
- check_circleDeployment & Ops — Endpoints, Monitoring (threshold alerts evaluated hourly), Governance, Pipelines.
How jobs runlink
Submitting a job writes a queued record; the Studio executor dispatches it to Vertex AI and a poller syncs real Vertex state back every few minutes — the status chips you see are the actual job states, never simulated.
The quoted Koin cost is escrowed at dispatch and settled on success; failed jobs refund the escrow in full and show the real failure reason on the job card.