Market sizing with explicit assumptions
Estimate TAM, SAM and SOM using bottom-up and top-down methods, with every assumption listed and a sensitivity range.
Map a messy workflow, find the bottlenecks and waste, and get ranked improvements with effort, impact and a pilot plan.
Act as an operations improvement consultant. Analyse this process and recommend improvements.
Process: {{process}}
Who is involved: {{people}}
Current steps and pain points (as messy as you like):
{{steps}}
Metrics, if known (volume, cycle time, error rate, cost): {{metrics}}
Constraints (tools, budget, compliance): {{constraints}}
Please deliver:
1. **Cleaned-up process map**: numbered steps with owner, tool and approximate time per step. Mark waiting time separately from working time.
2. **Diagnosis**: the 3 biggest bottlenecks and the root cause of each (ask "why" until you reach something fixable). Separate real problems from symptoms.
3. **Waste check**: rework, handoffs, approvals that add no value, duplicate data entry, and steps that can be removed entirely.
4. **Improvement options**: 6 to 8 changes in the order: eliminate, simplify, automate, then reorder. Present them in a table with impact (high/med/low), effort, cost and risk.
5. **Recommended package**: pick the best 3 and describe the future-state process in numbered steps.
6. **Pilot plan**: what to test for 2 weeks, how to measure success against the current metrics, and how to bring the team along.
If a metric is unknown, propose how to measure it quickly rather than guessing.Asking for root causes and an eliminate-first ordering stops the model from simply recommending software for every problem. Measure cycle time for a week before and after to prove the gain.
Licensed CC0 (public domain) Version 1 · history
Estimate TAM, SAM and SOM using bottom-up and top-down methods, with every assumption listed and a sensitivity range.
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