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
Workflow Automation, specifically
The questions that come up on this work in particular.
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.