Services

From documented process to reliable system.

Focused technical work for teams that need their automations to handle real inputs, replays and failure.

Workflow architecture & build

Turn a documented process into an importable n8n system with API contracts, validation, idempotency and handoff documentation.

Find broken mappings, replay risks, silent failures and unsafe actions—then leave regression fixtures that prove the repair.

Add retrieval, structured outputs, confidence gates, prompt versioning, human review and explicit provider-failure behavior.

Connect CRM, paid media, lifecycle events and reporting into traceable data flows that expose business economics.

Build process

Inputs, actors, rules, risks and acceptance criteria.

Workflow, contracts, data model and provider adapters.

Replays, invalid inputs, outages and unsafe actions.

Exports, fixtures, runbook and evidence report.

Need one of these systems?