The useful outcome
Decide whether a workflow is ready to automate and document the fallback, owner, and baseline it needs before a build begins.
Good first-project signals
This approach is a good fit when…
- The trigger and desired output are consistent
- The rules are known for most cases
- Exceptions can be routed to a responsible person
Map what happens today
Document the real trigger, inputs, decisions, tools, handoffs, output, and owner. Use one recent example to expose unofficial steps and workarounds. If two people perform the job differently, decide whether that variation is necessary before encoding it.
Separate rules from judgment
Rules-based steps—copying approved fields, creating a task, sending a receipt—are strong candidates. Negotiation, nuanced prioritization, safety decisions, and unusual customer situations need a person. An automation can prepare context without owning the decision.
Do this: Label each step: automate, assist, approve, or keep human.
Design for missing data and broken systems
Assume an input will be blank, a connection will expire, and a record will arrive twice. Decide whether the workflow should retry, pause, alert, or create a manual task. Never let a silent failure look like completed work.
- Use a unique identifier to prevent duplicates
- Log the source, time, action, and result
- Make the manual recovery path easy to find
Prove the result and assign upkeep
Record a baseline before launch, test with ordinary and unusual cases, then compare the same measures after launch. Name the person who reviews failures, renews access, updates rules, and owns vendor changes.
Use it with your team
Automation readiness scorecard
A “no” does not kill the idea; it shows what to fix first.
- Is the trigger observable and reliable?
- Are required inputs available and structured?
- Can the normal rules be written down?
- Are exceptions recognizable?
- Is there a safe fallback?
- Can success be measured today?
- Is one person accountable after launch?
Measure what matters
What to track
- End-to-end completion time
- Manual touches and correction rate
- Failures detected and recovered—not just successful runs
Common traps
What to avoid
- Automating a process nobody owns
- Using email success messages as the only monitoring
- Ignoring subscription, maintenance, and staff-review costs
Want a second set of eyes?
Turn the guide into a practical next move.
Bring us the workflow you are considering. We can help you simplify it, assess automation fit, and identify a low-risk first build.