Automation & integrations

Automate a defined responsibility

Useful automation starts with a task that can be described clearly: when it should happen, which records it uses and what a correct result looks like. Examples include preparing an outlet report, notifying a customer about a balance or moving approved information into another system.

The aim is to remove repeated work without hiding the need for judgment. Exceptions still need an owner. If a source record is incomplete or a connected service is unavailable, the system should make that visible rather than quietly treating the task as finished.

Agree the source of truth

Integrations introduce questions about which system owns each piece of information. A changed customer record, a repeated request or a delayed update can produce conflicting results unless the handling is explicit. We consider validation, duplicate actions, retries and reconciliation as part of the workflow.

The available interfaces also affect the design. An integration depends on the external service's supported access, limits and behaviour. These are checked during discovery rather than assumed from a proposed feature list.

Keep the evidence close to the task

The school operations project automated low-credit reminders and preparation of daily outlet sales data. The recovery project used scheduled overnight backups as part of a broader recovery process. In each case the useful outcome depended on the surrounding operational workflow.

AI-assisted steps may be appropriate for some requirements, but they still need defined inputs, evaluation and human review where the result affects a business decision. A straightforward rule or scheduled task is often enough.

Problems we can help with

• Staff repeatedly copy the same records between tools.
• Routine notifications depend on someone remembering to send them.
• Reporting requires recurring manual preparation and reconciliation.

What we can build

• API connections and structured data exchange.
• Scheduled reporting and routine background tasks.
• Rule-based notifications and reminders.
• Workflow automation with validation and exception handling.

How we work

• Identify the trigger, source of truth, expected result and exception cases.
• Confirm integration access and what each external system supports.
• Implement a bounded workflow with meaningful failure handling.
• Test realistic inputs and agree how failures will be monitored and resolved.