How do I design good exception handling?

Start by cataloguing what can go wrong. For each: decide retry vs skip vs queue. Implement comprehensive logging. Build monitoring dashboards. Create clear handoff procedures for human intervention.

What exception rate is acceptable?

Depends on process, but typically: 15% indicates process or automation issues. Track trends - increasing rates signal problems.

How do I handle exceptions in AI-powered automation?

AI adds confidence scores. Low-confidence results can trigger human review. Set thresholds based on risk tolerance. Use AI explanations to help humans resolve exceptions faster.

Should I automate exception resolution?

Some exceptions can be auto-resolved with retry logic or alternative paths. But complex business exceptions usually need human judgment. Automate where rules are clear; route to humans where judgment is needed.

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Exception Handling

Managing situations where automated processes encounter unexpected conditions or errors that prevent normal completion.

In-Depth Explanation

Exception handling in automation refers to managing situations where processes cannot complete normally due to unexpected conditions, errors, or data that falls outside defined parameters. Effective exception handling is crucial for production automation.

Types of exceptions:

Business exceptions: Valid data that doesn't fit rules (e.g., customer not found)
System exceptions: Technical failures (e.g., application crashed, timeout)
Data exceptions: Invalid or unexpected data formats
Application exceptions: Target system errors or changes

Exception handling strategies:

Retry: Attempt the operation again (with backoff)
Skip: Move to next item, log the failure
Queue: Route to exception queue for human review
Escalate: Alert appropriate personnel
Fallback: Use alternative process or system
Compensate: Undo partial work if needed

Best practices:

Categorise exceptions by type and handling approach
Log comprehensive details for diagnosis
Set up monitoring and alerting
Track exception patterns for process improvement
Design clear human intervention workflows

Business Context

Poor exception handling is the top cause of automation failures. Robust handling ensures business continuity and maintains confidence in automated systems.

How Clever Ops Uses This

We design comprehensive exception handling for Australian business automations, ensuring robust operation and clear paths for human intervention when needed.