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For engineering teams

One database. One bill. Zero glue code.

If your team is already operating four or more datastores in production, the seams are showing — sync drift, pipelines breaking, oncall burnout. RedDB collapses the surface area into a single engine without giving up any of the data shapes.

Or run the TCO calculator · or spin up a free Cloud workspace

  • BSL 1.1 self-host
  • SOC 2 in progress (2026 Q3)
  • DPA available
  • BYOK on Cloud Scale

A typical fragmented stack

Most teams find 30–60% of their data infra spend goes to operating the seams. RedDB makes the seams a feature of the engine.

  • 5 managed datastores to operate
  • 3 sync pipelines you wrote yourself
  • 2 vector stores running on hope
  • 1 custom retrieval pipeline drifting from prod

The math

Five vendors, three sync jobs, one oncall — replaced by one engine.

The "right tool for each job" stack made sense when each vendor solved a clearly different problem. With ASK, vector and graph all native to a Postgres-wire engine, the right tool for the job is one tool.

Today

Postgres
rows + indexes
Mongo
docs
Pinecone
vectors + sync
Neo4j
graphs
Influx
metrics + retention
Redis
cache + queues
RabbitMQ
message bus

With RedDB

RedDB
9 models, 1 engine
Drivers
Rust · JS · Python · Postgres-wire
ASK
cross-model RAG built in

Compare

DIY stack vs Supabase vs RedDB.

Same workload, different surface area. Pick how many products you want to operate to answer one question.

DIY stack vs Supabase vs RedDB
CapabilityDIY stack (Postgres + pgvector + Redis + Pinecone + Neo4j)Supabase (Postgres + extensions)RedDB Cloud (one engine, 7 models)
Relational tablesyesyesyes
Vector searchpgvector + Pineconepgvectornative
Graph traversalNeo4jnonative
Time-series + retentionInfluxnonative
Queues / consumer groupsRabbitMQnonative
Natural-language ASK / RAGglue codeglue codeone keyword
Domain types (IP, GeoPoint, Money, …)app codeapp code48 built-in
Services to operate5+11
Embedded mode (single binary)nono~30MB
Self-host optionyesyesyes (BSL 1.1)
Vendor lock-inlowmediumlow

Vendor lock-in: RedDB Cloud exports backups to your S3. Same file format as self-host.

TCO

We already did the math.

Plug your current vCPU, RAM, storage, traffic and per-vendor markups in. Get an apples-to-apples projection against RedDB Cloud.

−42%
infra spend vs DIY 5-vendor stack
−65%
oncall surface area (services to monitor)
3–5x
faster context queries vs application-side stitching

Median results so far. Numbers are based on the first wave of design partners. Your shape will differ — the calculator works it out.

Migration

Bring your existing data with you.

RedDB speaks the Postgres wire protocol, so existing clients keep working without driver changes. The CLI handles the rest — documents, vectors, graphs.

  • From Postgres + pgvector

    Wire-compatible. Existing clients (psql, pgx, JDBC, Prisma) connect with no changes. Vector data backfills via the same `WITH AUTO EMBED` pipeline.

    Shell
    # Connect with the Postgres URL — no driver swap.
    $ psql "postgres://reddb:secret@db.reddb.io:5432/prod"
    
    # Bring vectors over with auto-embed.
    red migrate vectors --from "postgres://..." --collection notes
  • From Mongo

    Documents migrate per collection. RedDB keeps the JSON shape and adds a real query surface (joins, filters, search) on top.

    Shell
    # Stream collections, preserving _id and indexes.
    red migrate documents \
      --from "mongodb://..." \
      --collection logs \
      --collection events
  • From Pinecone (or any vector store)

    Index, embeddings and metadata move to a RedDB vector collection. ASK picks them up immediately without an external retrieval pipeline.

    Shell
    red migrate vectors \
      --from-pinecone "$PINECONE_API_KEY" \
      --index documents \
      --to notes
  • From Custom / N legacy stores

    Talk to us — design partners get migration support directly from the engine team.

    Shell
    # Open a conversation:
    $ mailto:founders@reddb.io?subject=Migration%20discussion

The questions buyers actually ask.

Pricing, security, migration, lock-in. If your question isn't here, email founders@reddb.io.