Integration
Automate with Google BigQuery
Google BigQuery powers your large-scale analytics. NVS automates the pipelines that feed it and the workflows it triggers — loading event data, running scheduled queries, and delivering results to Slack and Sheets.
Use Cases
Every application event tracked in your product is streamed to Google BigQuery in real time, keeping your analytics warehouse current with every user action.
Trigger
App Event
webhook.receive
Application events posted to the NVS event ingestion endpoint.
Validate Event Schema
nvs.condition
Event type, user ID, and timestamp validated before insertion.
IF
Valid Event?
nvs.condition
Malformed events are rejected before reaching BigQuery.
NO
Output
Log Invalid Event
google.sheets
Invalid event logged with error reason for debugging.
YES
Output
Stream to BigQuery
google-bigquery.insert
Event streamed to the correct BigQuery table via the Streaming API.
Every hour, a BigQuery query checks event counts and conversion rates. A significant drop compared to the previous hour triggers an immediate Slack alert.
Trigger
Hourly Check
schedule.cron
Anomaly detection query runs every hour.
Run Anomaly Query
google-bigquery.query
Current hour event counts compared to same-hour average from past 7 days.
IF
Significant Drop?
nvs.condition
Checks whether volume dropped more than 40% below baseline.
NO
Output
Done
nvs.end
Event volume is within normal range.
YES
Output
Alert Data Team
slack.message
Slack alert: metric, current value, baseline, drop percentage, and query link.
Every Monday, a BigQuery query compiles last week's key product analytics, and the results are written directly to the product performance Google Sheet.
Trigger
Monday 7am
schedule.cron
Weekly analytics export runs before the product team's standup.
Run Weekly Metrics Query
google-bigquery.query
DAU, WAU, retention, conversion funnel, and top features queried for the past 7 days.
Format for Sheets
nvs.set
Query results structured into rows matching the Sheets reporting template.
Output
Write to Product Sheet
google.sheets
Metrics written to the current week tab in the product performance sheet.
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