Real ChatGPT answer · index seedtoidneHtBU8completeB2B software · data and analytics platformscommercial
We need to implement strict data governance to pass our SOC2 audit without blowing our budget on enterprise compliance platforms what open source tools do you recommend
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to implement strict data governance to pass our SOC2 audit without blowing our budget on enterprise compliance platforms what open source tools do you recommend
4 real searches · 1 real-search pass
open source SOC 2 compliance tools OpenControl compliance framework Prowler ScoutSuite Wazuh OpenMetadata DataHub Keycloak docsGoogle ↗
OBSERVEDOther / navigational
OpenSSF compliance automation SOC 2 open source evidence collection tools 2026Google ↗
OBSERVEDOther / navigational
OpenMetadata data governance classification lineage access control documentationGoogle ↗
OBSERVEDOther / navigational
Wazuh audit logging file integrity monitoring documentationGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
open source SOC 2 compliance tools OpenControl compliance framework Prowler ScoutSuite Wazuh OpenMetadata DataHub Keycloak docs Google ↗
OpenSSF compliance automation SOC 2 open source evidence collection tools 2026 Google ↗
OpenMetadata data governance classification lineage access control documentation Google ↗
Wazuh audit logging file integrity monitoring documentation Google ↗
- GitHub – Openlane · github.com
- GitHub – OpenMetadata · github.com
- Documentation · docs.open-metadata.org
- Data Governance | OpenMetadata Governance Guide · docs.open-metadata.org
- OpenMetadata/README.md at main · open-metadata/OpenMetadata · github.com
- GitHub – Prowler · github.com
- Prowler Open Source — CLI, SDK & Self-Hosted Platform · prowler.com
- GitHub – Wazuh · github.com
- Documentation · documentation.wazuh.com
- File integrity monitoring · documentation.wazuh.com
- Regulatory compliance · documentation.wazuh.com
- Official website · keycloak.org
- GitHub – Trivy · github.com
- MITRE Security Automation Framework · saf.mitre.org
- OpenSCAP · open-scap.org
- Audit Labs · audit-labs.dev
- 5 Best Compliance Automation Tools in 2026 · openalternative.co
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source SOC 2 compliance tools OpenControl compliance framework Prowler ScoutSuite Wazuh OpenMetadata DataHub Keycloak docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenSSF compliance automation SOC 2 open source evidence collection tools 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenMetadata data governance classification lineage access control documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Wazuh audit logging file integrity monitoring documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |