The architecture

One stack. Six layers. Built to last.

SabNode isn't a Frankenstein of 6 acquired tools. It's a single platform, with one data model, one workflow engine, one audit log.

The journey

From sign-up to first shipped automation, in one afternoon.

Step 01

Connect your tools

OAuth your existing stack: WhatsApp, email, payments, CRM, ad accounts. We auto-detect schemas.

Step 02

Shared data model

Every record (customer, deal, ticket, payslip) lands in one schema every module reads from.

Step 03

Pick and configure modules

Turn on what you need. Every module ships with sensible defaults you can tweak in one screen.

Step 04

Automate with SabFlow

Build cross-module workflows. A lead replies, a CRM deal opens, an invoice goes out, and the warehouse ships.

Step 05

See everything live

Composable dashboards from any module. Real-time, role-aware, embedded anywhere.

Step 06

Iterate, version, ship

Every change is signed, replayable, reversible. Roll out behind a flag. Roll back in a click.

Architecture

Six layers that turn into one platform.

Layer 01

Modules

19 product surfaces: chat, automation, CRM, HR, files, analytics. Toggle on, configure, ship.

Layer 02

Data spine

One Postgres + R2 spine. Customers, files, events. Cross-module joins are free.

Layer 03

Workflow engine

SabFlow runs every automation: branching, retries, AI nodes, replay.

Layer 04

AI layer

BYO key or use ours. GPT, Claude, Gemini, local Ollama. Tool-use, memory, structured output.

Layer 05

API + webhooks

Every action exposed as a signed REST / webhook. Idempotent by default.

Layer 06

Audit + RBAC

Every read/write signed. Roles per module, per project, per environment.

Principles

Boring rules we don't break.

No per-seat pricing. Add as many users as you need.
No vendor lock-in. Export as CSV, Parquet, or signed Postgres dump.
No proprietary scripting. Standard SQL, JS expressions, REST.
No black-box AI. Every prompt is visible, every output is logged.
No setup fees. White-glove migration included.
No silent breaking changes. Every release is versioned and announced.

See the whole thing run on your data.

We'll spin up a demo workspace with your contacts, products, and customers imported.