Who this comparison is for
InsightLake highlights
- One‑click ingestion from Velaxe apps (no credentials)
- Prebuilt dashboards, cohorts, and anomaly alerts
- Prometheus (/metrics) aggregation and SLOs
Snowflake highlights
- Elastic compute/storage scale and rich ecosystem
- Broad SQL & marketplace add‑ons
Capability matrix
Capability | InsightLake | Snowflake | Notes |
---|---|---|---|
Velaxe apps one‑click ingestion | Native | None | InsightLake subscribes to internal event bus |
External connectors gallery | Full | Partial | Snowflake via partners/marketplace |
Prebuilt dashboards (Support/RevOps) | Native | None | Snowflake needs separate BI |
Cohorts & segmentation UI | Native | None | Requires BI/SQL buildout |
Alerts (threshold/change/anomaly) | Native | Partial | Snowflake via tasks/partners |
Embeds into Velaxe apps | Native | None | Signed iframes & sidebars |
dbt projects & lineage | Full | Full | Both support dbt |
Row‑level security & masking | Full | Full | — |
Prometheus metrics aggregation | Native | Add-on | Snowflake → exporters/observability tools |
JDBC/ODBC read for external BI | Full | Full | Enterprise in InsightLake |
- Matrix tokens: full/partial/none/native/addon/config‑dependent/self_hosted.
- Snowflake often requires separate BI (e.g., Looker/Tableau) and ELT tooling.
Total cost of ownership
InsightLake ships with opinionated models, dashboards, and alerts—reducing BI/ELT build hours and ongoing ops. Snowflake excels for broad data estates but typically requires separate BI and pipeline engineering.
Assumptions
- Velaxe apps installed; 3 external sources (Stripe/GA4/Shopify)
- Ops + RevOps teams need weekly exports and real‑time alerts
Migration plan
From Snowflake · Mirror sources → adopt InsightLake dashboards → phase alerts & embeds
-
1
Connect Velaxe apps (auto), then attach external sources via Connections
-
2
Adopt canned boards; map existing measures to semantic layer
-
3
Enable alerts and embed panels in Agent Desk/Chronicle
Security
- AES‑256 at rest, TLS 1.2+ in transit
- RBAC roles (Admin/Analyst/Viewer), dataset ACLs
- Row‑level security and column masking for PII
Evidence & sources
Claim | Value | Source |
---|---|---|
Prewired ingestion & dashboards | Time‑to‑first‑dashboard < 10 min |
product_docs
Velaxe apps auto‑subscribed
|
Prometheus aggregation | Workspace /metrics endpoint |
product_docs
Per‑app fan‑in
|
About InsightLake
InsightLake centralizes analytics for your Velaxe workspace. Connect built-in streams from Agent Desk, LiveConnect, PulseGate, VoiceLink, FlowForge, Chronicle, ActionDesk, PayStream, SecureStore, AppBazaar, ProductCatalog, and Chat Core—plus curated external sources like GA4, Stripe, and Shopify.
Data is modeled into conformed dimensions and fact tables for predictable analysis. Publish templated dashboards in one click, build custom boards with a drag-and-drop builder or SQL, and schedule alerts and exports. Governance features include row-level security, column masking for PII, audit logs, and retention controls.
InsightLake is designed for speed and reliability with streaming ingestion, materialized views, and SLAs for load times and export delivery.