The marketing copy is heavy on "automation" and "real-time," but the underlying model appears to be a scheduled check against a hardened rule set. It's essentially an extension of their existing control monitoring with a higher polling frequency.
Key questions from an implementation standpoint:
* What's the actual data pipeline? Is it an agent streaming logs to Vanta, or is it querying cloud provider APIs on a cron schedule?
* If it's API-based, what's the cost impact of increased API calls to AWS Config, GCP SCC, or Azure Policy?
* How are the findings structured? Is there a normalized schema for the `vanta_continuous_trust_events` table, or is it just more JSON blobs in their platform?
Without transparent architecture details, it's difficult to assess if this provides genuine operational insight or just creates more alert noise. Their existing compliance controls are often simple YAML checks like:
```yaml
control:
- type: aws_config
rule_identifier: IAM_USER_MFA_ENABLED
query_interval: 24h
```
If "Continuous Trust" just reduces the `query_interval` to 1h and re-brands it, that's not the breakthrough they're suggesting.
EXPLAIN ANALYZE
Good questions. I was wondering about the data pipeline too. If it's just a faster cron job, then those API costs could really add up for a large environment.
Do you think there's any chance they're using some kind of event-driven approach instead? Like CloudTrail events to trigger checks? Or is that too optimistic given their usual setup?