Prompt Details
Model
(claude-5-sonnet)
Token size
1,564
Example input
[WORKFLOW]: We receive around 20 supplier deliveries per week for a restaurant.
Example output
# RESTAURANT GOODS RECEIVING — PROCESS FRICTION ANALYSIS
## 1. PROCESS SNAPSHOT
- **Purpose:** Receive deliveries accurately and maintain reliable purchasing information.
- **Actors:** Chef, two cooks, purchasing manager and suppliers.
- **Main stages:** Delivery arrives → quantity check → discrepancies noted → goods stored → information entered into Excel → purchasing review.
- **Desired outcome:** Accurate receiving with minimal disruption to service.
- **Known volume:** Approximately 20 deliveries per week.
- **Tools:** Delivery notes, paper forms, phone and Excel.
- **Constraint:** Long administrative tasks cannot interrupt service.
## 2. TOP FRICTIONS
### 1. Duplicate recording
- **Evidence:** Information is written on paper and later entered into Excel.
- **Effect:** The same information is processed more than once.
- **Confidence:** High
### 2. Discrepancies discovered after storage
- **Evidence:** Some discrepancies are noticed only after goods are stored.
- **Effect:** Exception handling becomes harder and may require additional searching or movement.
- **Confidence:** High
### 3. Supplier exception handling by phone
- **Evidence:** The chef usually contacts the supplier by phone when an item is missing.
- **Effect:** Resolving exceptions depends on manual communication.
- **Confidence:** Medium
## 3. BOTTLENECK
**Most likely bottleneck:** The receiving-to-record handoff.
If discrepancies are noticed after storage and information is entered later, the process carries avoidable delay and duplicate work.
**Uncertainty:** The case does not provide enough time data to determine whether receiving, storage or exception resolution consumes most capacity.
## 4. HIDDEN WORK
### Duplicate data entry
- **Evidence:** Paper records are later entered into Excel.
- **Effect:** Adds administrative work after the operational event.
- **Confidence:** High
### Manual supplier follow-up
- **Evidence:** Missing items are handled by phone.
- **Effect:** Exception resolution creates additional coordination work.
- **Confidence:** Medium
## 5. COST EXPOSURE
### WHAT WE KNOW
- Approximately 20 deliveries per week.
### WHAT IS MISSING
- Average receiving time.
- Time spent entering records.
- Number of discrepancies.
- Time spent resolving discrepancies.
- Labour cost by role.
### HOW TO MEASURE IT
Track one representative week:
- receiving time per delivery;
- data-entry time;
- discrepancy rate;
- discrepancy-resolution time.
### WHY IT MATTERS
This would show whether the main opportunity is faster receiving, reduced re-entry or better discrepancy detection.
**No monetary estimate is produced.**
## 6. ROOT-CAUSE HYPOTHESES
### Hypothesis 1
Duplicate information handling is contributing to administrative workload.
- **Supporting evidence:** Paper first, Excel later.
- **Confidence:** High.
- **How to verify:** Time the paper-to-Excel step for one week.
### Hypothesis 2
Discrepancies are detected too late in the flow.
- **Supporting evidence:** Some are discovered after storage.
- **Confidence:** High.
- **How to verify:** Record when discrepancies are detected relative to receipt.
## 7. IMPROVEMENT OPPORTUNITIES
| Action | Category | Expected impact | Effort | Dependencies | Risk |
|---|---|---|---|---|---|
| Capture discrepancy information at receipt | ELIMINATE | High | Low/Medium | Simple receiving standard | Low |
| Remove duplicate paper-to-Excel entry where possible | SIMPLIFY | High | Medium | Suitable recording method | Medium |
| Automate supplier exception workflow only after receiving data is reliable | AUTOMATE | Medium | Medium | Stable data capture | Medium |
## 8. IMPACT / EFFORT PRIORITY
### 1. Capture discrepancies at receipt
- **Impact:** HIGH
- **Effort:** LOW/MEDIUM
- **Risk:** LOW
- **Reason:** It addresses the late-discovery problem directly.
### 2. Remove duplicate recording
- **Impact:** HIGH
- **Effort:** MEDIUM
- **Risk:** MEDIUM
- **Reason:** It attacks administrative work that adds no new operational value.
### 3. Measure receiving time
- **Impact:** MEDIUM
- **Effort:** LOW
- **Risk:** LOW
- **Reason:** It establishes which part of the flow deserves further investment.
## 9. FIRST 3 ACTIONS
1. **Record discrepancies at the point of receipt.**
Reason: prevent late discovery after storage.
Evidence/result expected: clearer timing and location of discrepancies.
2. **Measure paper and Excel handling time for one week.**
Reason: quantify duplicate effort.
Evidence/result expected: actual time spent on re-entry.
3. **Review the receiving flow during service pressure.**
Reason: any solution must respect the no-long-administration constraint.
Evidence/result expected: a feasible shorter receiving routine.
## 10. WHAT NOT TO AUTOMATE
**Do not introduce a complex automation layer that slows receiving during service.** Simplify the receiving step first.
## 11. EVIDENCE LEDGER
| Finding | Type | Evidence from user input |
|---|---|---|
| 20 deliveries/week | FACT | Supplied volume |
| Duplicate paper/Excel entry | FACT | Supplied workflow |
| Late discrepancy detection | FACT | Supplied problem |
| Supplier phone handling | FACT | Supplied workflow |
| Main cost not quantified | FACT | No time or labour-cost data |
## 12. EXECUTIVE DIAGNOSIS
- **Biggest source of friction:** Duplicate recording and late discrepancy detection.
- **Most likely bottleneck:** Receiving-to-record handoff.
- **Highest-value improvement:** Capture and resolve discrepancies at receipt while simplifying recording.
- **Biggest uncertainty:** Actual time consumed by receipt versus re-entry.
- **Next evidence to collect:** Receiving time, data-entry time, discrepancy rate.
- **Overall confidence:** HIGH — the workflow clearly shows duplicate information handling and late exception detection, but the economic impact requires measurement.
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CLAUDE-5-SONNET
Diagnose operational workflows, uncover hidden work and bottlenecks, and prioritize practical improvements before automation.
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