Workflow Automation Services for Australian Businesses
JDML builds workflow automation systems that connect the tools Australian businesses already use and eliminate the manual steps in between. CRMs, spreadsheets, ticketing tools, email, Slack, internal APIs, and AI services wired into one reliable flow. Scheduled jobs, real-time events, agent-triggered actions, and approval-based back-office workflows with retries, audit trails, and monitoring.
Automation that actually runs reliably
Most businesses have tried Zapier or Make and hit the ceiling: a workflow that breaks when a field name changes, no visibility into failures, no retry logic, no audit trail. We build automation on Google Cloud Workflows, Pub/Sub, and Cloud Run for reliability at scale, with low-code tools like n8n or Zapier used tactically where they genuinely save time without creating fragility.
What we automate for Australian businesses
Common engagements include: automating daily and weekly reporting so the spreadsheet compiles itself, triggering CRM actions from website events or data changes, routing leads and support tickets based on content classification, syncing data between tools that don't natively talk to each other, and building approval workflows where a human needs to review before an action fires.
Testing, monitoring, and audit trails
Automation that runs silently in the background only works if you know when it fails. We build dead-letter queues, retry logic, Slack and email alerting on failures, and audit logs for every action that fires. Before go-live, every workflow is tested with real data, edge cases, and failure injection so production surprises are minimised.
- →Event-driven pipelines on Pub/Sub and Cloud Workflows
- →CRM, spreadsheet, and ticketing integrations
- →Email, Slack, and webhook alerting
- →Scheduled batch jobs and real-time triggers
- →Retry, dead-letter, and observability patterns
- →Low-code glue with n8n and Zapier where it fits
- →Audit logs and approval gates
- →Internal dashboards for ops teams
Back-office processes with too many manual handoffs
Cross-tool operations that need reliable alerts and approvals
Teams trying to reduce operational load without creating fragility
Questions we get.
We've tried Zapier and it breaks. Can you build something more reliable?
Yes. We use Zapier and n8n tactically for simple glue, but for workflows that need reliability, retries, observability, and audit trails we build on Google Cloud Workflows and Pub/Sub, which are production-grade infrastructure rather than visual automation tools.
Can you automate workflows that involve AI or human review steps?
Yes. We regularly build workflows where an AI step processes or classifies data, a human approves or overrides, and then downstream actions fire based on the outcome. This is a common pattern for content moderation, lead qualification, and document review.
How long does a typical automation engagement take?
Simple integrations and workflow automation can ship in one to two weeks. Complex multi-system workflows with AI steps, approval gates, and custom dashboards typically take three to six weeks depending on the number of integrations involved.
Ready to get started?
Tell us about your project. We reply within 24 hours, always from the engineers.
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