Reddit startup idea
Managed dbt Docs Portal
A hosted, secure documentation portal for dbt Core projects that continuously publishes enriched docs and lineage from dbt artifacts without requiring a full data catalog. It runs as a lightweight service (GitHub/GitLab/CI integration) and provides SSO, permissions, environments, and auditability so analytics engineering teams can share trusted model docs across the business.
- Subreddit: dataengineering
- Industry: Data Science & Analytics
- Target date: 2026-04-09
- Upvotes: 50
- Comments: 13
Suggested product
Managed dbt Docs Portal
A hosted, secure documentation portal for dbt Core projects that continuously publishes enriched docs and lineage from dbt artifacts without requiring a full data catalog. It runs as a lightweight service (GitHub/GitLab/CI integration) and provides SSO, permissions, environments, and auditability so analytics engineering teams can share trusted model docs across the business.
Target customer
Analytics engineering / data platform leads running dbt Core at mid-market companies (50–2,000 employees) who need internal documentation for non-technical stakeholders but can’t justify a full data catalog contract.
Problem-solution fit
The post highlights a common gap: teams host dbt docs internally but want a better experience without paying 5–6 figures for a catalog. A managed portal solves the operational burden (hosting, auth, versioning, environments) while delivering the usability upgrades (search, interactive lineage, shareable views) that stakeholders actually use.
Keywords
- dbt core
- data lineage
- documentation portal