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Automation that removes the copy-paste job

Queues, schedulers and event pipelines that move work between systems without a person in the middle.

What you get

  • Event and queue architecture
  • Scheduled and triggered jobs
  • Retry, dead-letter and idempotency handling
  • Third-party system integration
  • Failure alerting

What changes

  • A failed job retries instead of vanishing
  • The same event arriving twice does not charge twice
  • Someone is told when a pipeline stops, before a customer notices

When teams call us

  • Data re-keyed between a CRM and a billing system
  • A nightly script that fails silently when it fails
  • Webhooks processed inline and lost when traffic spikes

Process

How the work runs

The same four phases whichever engagement model you pick, each ending in something you can read.

Feasibility

Whether a model genuinely beats deterministic code here, tested on your data before anyone commits a budget.

  • Data review
  • Baseline comparison
  • Go/no-go in writing

Evaluation harness

Built before the feature, not after. Without a scoring set you cannot tell a prompt change from a regression.

  • Golden test set
  • Scoring criteria
  • Regression runs

Build & tune

Retrieval, prompts, tools and guardrails developed against that harness, with cost and latency tracked per change.

  • Versioned prompts
  • Cost per request
  • Latency budget

Ship & monitor

Live with logging of inputs, outputs and tool calls, so quality is observed rather than assumed.

  • Output logging
  • Drift alerts
  • Spend caps
Questions

Workflow Automation, specifically

The questions that come up on this work in particular.

The job retries with backoff and lands in a dead-letter queue if it keeps failing, with an alert. It does not disappear, and it does not run twice when it recovers.

Still have a question? Talk to the team

Not sure which service your project needs?

Most useful projects cross two or three of them. Describe the outcome and we will map it.