Time per task
min/taskRecord hands-on time and elapsed time separately, including checks and corrections.
Business improvement / Practical support
Find the cause. Choose the next step.
If a task keeps going wrong or AI is not helping, bring one real example. A focused review maps the causes and ranks useful next steps.
Explore the work, step by step.
Customer request
Team handoff
Time lost
Ranked improvement
Look beyond the visible delay.Map the whole task.Choose what to fix first.
Choose a stage to explore
Problem → practical change
See what changes.
Compare the steps, then decide what needs to change in your own business.
Illustrative approach, not a measured client result.
Before
- 01Recurring delays
- 02Local fixes
- 03The same problem returns
A better working process
- 01Trace one whole task
- 02Find the cause
- 03Rank useful improvements
Measure the whole result
Know whether the change is helping.
Work that needs correcting
corrections/100 tasksCount corrections across every 100 completed tasks, using the same quality check before and after.
Full running cost
$/monthRecord setup cost separately, then total software, human review, support, and training costs.
Agree the starting point, target, and review date for your workflow. These are measures to track, not promised results.
Try the workflow value example →When a review helps.
Choose the question closest to your situation
- An AI proposal
- Is this the right task to improve?
- A pilot with unclear value
- What baseline and success measures are missing?
- A tool nobody uses
- Do the workflow, training, and responsibilities support adoption?
- Recurring delay
- Where does the whole task lose time?
Use symptoms to choose what to investigate.
Expected Illustrative working assumptions.
- Delay: missing input
- 12 observations
- Delay: approval wait
- 5 observations
- Rework: unclear instructions
- 18 observations
- Rework: poor source data
- 7 observations
- Handoffs: unclear owner
- 10 observations
- Handoffs: tool mismatch
- 4 observations
Change the inputs
