Automation pipelines
Event-driven workflows, scheduled jobs and message-queue architecture — Temporal, Airflow, RabbitMQ, Kafka. The system runs reliably while you sleep.
Anything done by hand every day, every week or every month is a candidate for automation. We build event-driven pipelines that run reliably, with monitoring, retry logic and human-in-the-loop steps for tasks that should not be fully automated. We do not ship "a script that fails at 3am and nobody notices" — we ship orchestration with an audit log, alerting and the ability to replay.
What we deliver
- Event-driven worker architecture built around domain events
- Scheduled jobs with observability (cron + monitoring, not just a log)
- Message queue (RabbitMQ, Kafka, SQS) with retry and dead-letter strategy
- Workflow orchestration (Temporal, Airflow) for multi-step processes
- Human-in-the-loop steps with a proper approval UI
- Replay tool — re-run any workflow with the same input
- Operations dashboard with the live state of every pipeline
When to call us
- Processes are kicked off by hand every Monday morning
- Existing cron scripts fail and nobody gets notified
- Customer onboarding takes 3 days of manual work
- You need an orchestrator for multi-step processes with pauses (refund, KYC)
How we work
Mapping of existing manual processes → ROI estimate per process (time + errors) → pilot selection and first workflow → progressive rollout → setting up on-call rotation for the pipeline system.
Tech stack
- Temporal
- Airflow
- RabbitMQ
- Kafka
- Node.js
- Python
- PostgreSQL
Frequently asked questions
Related services
ERP integrations
Direct sync of products, stock, orders, invoices and customers with Pantheon and other ERP systems. Real-time webhooks or batch sync.
ExploreIntegrationsAPI integrations
Marketplaces, couriers, accounting tools and SaaS — every one with a different API, different rules and quirks, hidden behind a single interface for your shop or ERP.
ExploreSoftware developmentMicroservices
Domain decomposition, message bus (Kafka, RabbitMQ, NATS), OpenTelemetry observability and Kubernetes deploys.
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