Automate the busywork — with an audit trail
Workflow automation, document and data pipelines, and model integration — every step logged and reversible.
What we build it with
PythonQueue workersLLM APIsOCR pipelinesWebhooksPostgreSQL
Everything in scope
✓ Order and fulfilment pipeline automation
✓ Document processing and data entry pipelines
✓ Catalogue and inventory sync across systems
✓ Model integration (LLMs, vision, speech) behind clean APIs
✓ Human-in-the-loop approval for sensitive steps
✓ Full audit log of every automated action
Asked on the first call
What do we automate first?
The three steps with the highest volume and the lowest judgement requirement. Refunds and similar risky steps come last.
What if the model is unsure?
Sensitive or low-confidence actions are routed to a human with the full context attached — nothing risky ships unsupervised.