Why pgEdge Starfleet Turns Postgres Into an Agency Retainer Engine
pgEdge Starfleet collapses the AI data stack agencies normally bill three vendors for: MCP, RAG, and PostgREST servers ship inside one managed Postgres instance, with vector search via pgvector and BM25 hybrid search built in.
By InnovaAI ResearchPublished Updated
Why does it matter for agencies?
pgEdge Starfleet collapses the AI data stack agencies normally bill three vendors for: MCP, RAG, and PostgREST servers ship inside one managed Postgres instance, with vector search via pgvector and BM25 hybrid search built in. At $25/month managed with storage, IOPS, and egress included and no overages, the infrastructure line on a client retainer stops being a margin leak. The $2,500 SMB Launch offer at roughly 20 hours of setup is the real signal: the same build repeats across clinics, law offices, and retail clients without new engineering.
More on pgEdge Starfleet
- Evaluation RuleWhen to Adopt pgEdge Starfleet: Client Data Must Stay in Their Own Cloud
- Decision FrameworkpgEdge Starfleet: Buy vs Skip (Managed Postgres for Client AI Apps)
- Failure PatternThe pgEdge Starfleet Branch Sprawl Trap: Why Agencies Fail With Copy-on-Write Postgres
- Implementation BlueprintpgEdge Starfleet Client RAG Onboarding Sprint (5-7 days)
- Operating ProcedurepgEdge Starfleet Client Workspace Provisioning (Onboarding)