01 / Choose the scope
Choose the workflow.
Start with one repetitive operations workflow that is small enough to observe and meaningful enough to understand. Describe the trigger, finish, frequency, people, current friction, and a concrete example without skipping the work between the obvious steps.
- What triggers the work, and what counts as finished?
- How often does it happen, and who participates?
- Where does the work pause, get reworked, or wait for context?
- What is a concrete example of the work from start to finish?
For illustration, the workflow might be triaging an incoming operations request queue and preparing an internal handoff summary. This is an example for scoping, not a claim about a particular company or process.
02 / Observe
Map the handoffs.
Trace the work from the first input to the finished record and the action that follows. Include the places where work changes hands, waits for a response, or leaves the formal process. The real workflow is usually broader than its written procedure.
- Inputs, records, and context gathered at the start
- Roles, queues, tools, records, approvals, and decisions along the way
- Wait points, exceptions, rework, and places where people ask for help
- Informal workarounds that are not captured in the formal procedure
- The authoritative record when two versions or systems disagree
Mapping is an observation exercise, not yet a case for a tool, integration, or process change.
03 / Distinguish
Separate repeatable work from judgment.
A step can happen often without being safe to delegate without review. Mark the parts that follow known patterns, and distinguish them from interpretation, commitments, approvals, and decisions that require context and accountable ownership.
- Possible support work
- Drafting, summarizing, routing, or flagging may be candidates for assistance when a person can review the result against the source context.
- Human judgment
- Interpretation, commitments, approvals, prioritization, and accountability remain with the people responsible for the workflow.
Repetition alone is not evidence that automation is appropriate. The workflow owner should be able to explain where review, judgment, and accountability remain necessary.
04 / Select carefully
Select a bounded opportunity.
Use the workflow map to choose a narrow AI or automation candidate without presuming a product, vendor, or integration. A candidate is easier to review when its inputs, outputs, exclusions, and failure consequences are visible.
- Input quality
- Are the records complete, current, and understandable enough to review?
- Sensitivity
- What information is involved, and who is allowed to access it?
- Reversibility
- Can the step be paused or undone without losing the authoritative record?
- Error cost
- What could happen if an output is incomplete, misleading, or late?
- Exception frequency
- How often does the normal path require case-specific judgment?
- Reviewer availability
- Is a person with enough context and authority available to review?
A possible support step might draft a handoff summary or flag missing information for review. It should not silently make a commitment, approve an exception, or replace the authoritative record.
05 / Plan the test
Design the pilot.
Before starting, describe the smallest useful workflow slice and the conditions under which it will be reviewed. Keep the plan tool-agnostic so the process can be assessed on its own terms.
- one workflow slice, owner, participant group, and defined review window
- a baseline observation period and the dimensions that will be compared
- the inputs that are allowed and the records that must remain authoritative
- acceptable outputs, explicit exclusions, and what must not be sent or changed
- a communication plan for the team and an escalation path for uncertain cases
- stop or adjustment conditions written down before the pilot begins
A pilot is a learning exercise. It does not establish that a particular vendor, connector, model, or integration is available or suitable for the work.
06 / Stay accountable
Keep human review.
Human review needs to be part of the workflow, not a ceremonial final step. The named reviewer should have enough context, time, and authority to check the source, change the output, escalate uncertainty, or pause the pilot.
- Check outputs against source records before they are shared or used.
- Name a reviewer with enough context, time, and authority to change the result.
- Approve consequential or external outputs before they leave the existing process.
- Escalate ambiguous, sensitive, or unusual cases instead of forcing them through the normal path.
- Preserve the established authoritative record and keep a visible way to pause the pilot.
Consequential or external outputs need approval before they leave the established process. Ambiguous cases should be escalated rather than forced through a normal path.
07 / Observe
Measure the pilot.
Compare baseline observations with what happens during the pilot. Choose dimensions that fit the workflow and record context alongside them. These are observations to collect, not promised improvements or predetermined success metrics.
- Cycle or handling time
- How long does the work take, and where does time move?
- Queue age
- How long do items wait before they are handled or completed?
- Rework and corrections
- What needs correction, and how much review effort does that require?
- Exception rate
- Which cases fall outside the expected path?
- Review effort
- How much time and attention does human review require?
- Completion and adoption
- Does the team complete and use the workflow as intended?
- Team feedback
- What do the people doing, reviewing, or receiving the work observe?
A change in one dimension may create a tradeoff in another. Keep the source records, corrections, exceptions, and team feedback visible before drawing a conclusion.
08 / Learn
Review and decide.
At the end of the review window, organize the observations and feedback into a clear next decision. Include unintended effects, privacy or access observations, and the risk of transferring the approach to another workflow.
A useful decision explains what was observed, what remains uncertain, and what would need to be true before the approach is applied elsewhere.
09 / Keep the scope honest
Limits and practical checklist.
This guide is not a guarantee, legal or compliance advice, proof of vendor support, or a service commitment. Requirements and acceptable risk vary by organization, jurisdiction, agreement, and workflow. Direct regulated or high-consequence questions to qualified guidance.
Before you begin
- Name one repetitive operations workflow, its trigger, finish, frequency, and participants.
- Map inputs, handoffs, queues, tools, approvals, decisions, exceptions, and workarounds.
- Separate possible drafting, summarizing, routing, or flagging support from judgment and accountability.
- Assess input quality, sensitivity, reversibility, error cost, exception frequency, and reviewer availability.
- Define one bounded pilot with an owner, review window, allowed inputs, outputs, and exclusions.
- Write down source checks, approval requirements, escalation paths, and stop conditions before starting.
- Compare observations with the baseline and decide whether to refine, stop, or extend cautiously.
- Direct regulated or high-consequence questions to qualified guidance.
If you want to frame a workflow assessment with Clearpath, you can discuss the context through an inquiry. Start with the workflow and its boundaries, not a predetermined tool or outcome.