Automate manual operations

Buying signal

Signals that the problem needs intervention.

• Requests move through email and spreadsheets with repeated entry and uncertain status.
• Approval rules and exception handling depend on individual memory rather than a controlled workflow.
• Automation ideas target visible clicks while leaving rework, poor inputs, and unclear ownership intact.

Target business state

The business state the solution must produce.

• Simplified and traceable workflows with explicit human and automated responsibilities.
• Reduced avoidable handling while preserving review for judgment and exceptions.
• Observable automation with owned failures, fallback, and continuous improvement.

Solution boundaries

Decisions that bound the solution before estimation.

• Which steps should be removed, standardized, assisted, fully automated, or kept human?
• Are the inputs and policies stable enough for rules, or is structured human review still required?
• What failure conditions stop processing, route an exception, or return control to an operator?

Solution package

What can be reviewed and accepted.

• Current-state task, wait, rework, rule, and exception map.
• Simplified target workflow and responsibility design.
• Automation option assessment across workflow, API, rules, documents, and user assistance.
• Implemented bounded flow with audit, fallback, and support controls.
• Exception taxonomy, operating dashboard, and improvement backlog.

Implementation path

A staged intervention instead of an uncontrolled leap.

1. Observe the actual process and quantify handling, waiting, rework, decisions, and exceptions without assuming the documented flow is accurate.
2. Remove unnecessary steps and clarify inputs, policies, ownership, and service boundaries.
3. Automate one complete high-value flow with human review and failure handling.
4. Monitor outcomes and exceptions, refine rules, and expand only where the operating evidence remains sound.

Measurable results

Measures tied back to the original problem.

• Elapsed service time, staff handling effort, and cost or capacity consumed per completed case.
• First-pass completion, rework, backlog age, and customer or internal-user waiting in the selected flow.
• Exceptions routed correctly, operator intervention, failed automation, and time to recover or complete manually.

Solution trade-offs

Trade-offs that may make another path more appropriate.

• Automating unnecessary steps and making a poor process run faster.
• Using fragile interface automation where a governed API or workflow change is available.
• Allowing automated decisions to proceed without explainability, review, or safe fallback.

Decision questions

Buying questions to resolve before scoping.