Process Automation

Workflow Automation Hub

A visual workflow builder connecting 50+ APIs that eliminated most manual data entry across three departments.

PythonCeleryReactPostgreSQLRedis

At a glance

What this shipped

The numbers that mattered to the client — measured before and after.

80%
Manual entry removed
50+
APIs connected
3
Departments
Audited
Runs

The problem

What we were called in to fix

Three departments were re-typing the same data between a dozen SaaS tools — a slow, error-prone chain of copy-paste that nobody owned and everybody hated.

Generic automation tools couldn't handle their branching logic and custom integrations without becoming a fragile mess.

Our approach

How we actually built it

No magic — just the right architectural calls in the right order.

We built a visual workflow builder where non-engineers can wire triggers, conditions and actions across their tools.

A durable job engine runs each workflow with retries and full audit logs, so a failed step doesn't silently drop data.

Connectors to 50+ internal and third-party APIs cover the systems they actually use, with a clear pattern for adding more.

Every run is observable — what fired, what it did, what failed — so trust in the automation is earned, not assumed.

The outcome

What changed for the client

Eliminated roughly 80% of manual data entry across the three departments.

Workflows that used to be tribal knowledge are now visible, versioned and owned.

New automations are built by the ops team themselves, without waiting on engineering.

Tech stack

Every meaningful piece

PythonFastAPICeleryReactPostgreSQLRedisTemporal

We don't do generic case-study writeups. Want the unredacted version with names, screenshots and architecture diagrams? We share those on a call.

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