Particle to Holistics Integration
AI-first ETL from Particle into Holistics. Governed entities, incremental sync, typed landing tables.
How Datrise loads Particle into Holistics
Datrise syncs Particle's devices, events, variables, firmware versions, product fleets, and device logs into Holistics as warehouse tables modeled in Holistics. Flexible or custom fields land in flattened columns for the modeling layer, and timestamps such as created, updated, and status changes are typed as date/time dimensions.
Sync is incremental: Datrise uses incremental refresh of the modeled tables, so re-runs update only what changed. Date-partitioned facts for fast aggregates. Holistics models data as code on top of SQL, so Datrise lands stable column names to keep your models from drifting.
Ideal for as-code BI modeling on a warehouse.
Endpoints
Particle: IoT device fleet telemetry and events.
Holistics: Self-service BI with modeling layers and scheduled report delivery.
How Particle entities map to Holistics
| Particle entity | Holistics object | Notes |
|---|---|---|
| devices | particle_devices | id PK · custom fields → flattened columns for the modeling layer |
| events | particle_events | date/time dimensions events |
| variables | particle_variables | id PK · linked to particle_devices |
| firmware versions | particle_firmware_versions | id PK · linked to particle_devices |
FAQ
How does Datrise handle Particle's custom fields in Holistics?
Flexible values are stored as flattened columns for the modeling layer, so new fields don't require a migration; strongly-typed fields — dates, numbers, and references — are promoted to native Holistics types.
How does the Particle to Holistics sync stay up to date?
It runs incrementally — Datrise uses incremental refresh of the modeled tables.
Related pipelines
More destinations for Particle
More sources for Holistics
Early access
Connect Particle to Holistics the easy way
Skip brittle scripts and manual exports. Join the waitlist to get a guided setup, AI-assisted mapping, and reliable incremental sync for this integration.