Demo manufacturing knowledge base for Taylored Systems. Shows how tribal knowledge gets captured and made queryable. USE WHEN user wants a manufacturing demo OR demonstrating to potential clients OR asks about CNC setup, machine error codes, quality inspection, startup procedures, troubleshooting, or safety OR says 'manufacturing demo', 'show me an example', 'how does it work', 'Taylored Systems demo'.
Company: Demo Manufacturing Ltd (Example) Last Updated: 2026-01-11 Knowledge Source: Captured from shop floor experts Powered by: Taylored Systems — turning tribal knowledge into queryable AI
This demonstrates how Taylored Systems turns expert experience into queryable, AI-accessible tribal knowledge — your team's know-how, instantly searchable. Taylored Systems captures the unwritten expertise that lives in your team's heads and makes it available to every operator, every shift, instantly.
This skill answers queries directly from its embedded knowledge base. Route to the relevant section based on query type:
| Query Type | Keywords | Section |
|---|---|---|
| CNC Setup | "set up", "speeds", "feeds", "aluminium", "steel", "tooling" | §1: CNC Machine Setup |
| "inspection", "first-off", "CMM", "tolerance", "reject", "incoming" |
| §2: Quality Control |
| Machine Errors | "error code", "E-47", "alarm", "fault", "not working" | §3: Machine Error Codes |
| Startup/Shutdown | "morning", "startup", "checklist", "end of shift", "daily" | §4: Daily Startup |
| Safety | "PPE", "safety", "emergency", "fire", "injury", "accident" | §5: Safety |
| Troubleshooting | "problem", "chatter", "oversize", "rough finish", "tool breakage" | §6: Troubleshooting |
Example 1: New operator setup question
User: "How do I set up the CNC for aluminium?"
→ Routes to §1.1 (Aluminium Setup, Haas VF-2)
→ Returns step-by-step: torque spec (45 Nm), work offset procedure, speed/feed tables
→ Includes Dave's tribal tip: 7075 needs 20% speed reduction vs 6061
Example 2: Machine fault diagnosis
User: "Machine 3 is showing error code E-47, what do I do?"
→ Routes to §3.1 (Haas VF-2 Error Codes)
→ Returns: Spindle overload — stop program, check chip pack/dull tool/excessive DOC
→ Includes escalation path: Maintenance Ext 247
Example 3: Client demo of the system
User: "Show me how this works — I'm a potential customer"
→ Presents knowledge base overview and "How To Use This Skill" section
→ Demonstrates how expert knowledge (Dave's 30 years, Sarah's QC insight) is captured and searchable
→ Explains: in your real system, all content comes from YOUR team's actual procedures
This demonstrates how Taylored Systems captures and structures manufacturing knowledge. Staff can ask natural questions like:
The AI returns YOUR company's actual procedures, not generic internet answers.
Before you start:
Setup steps:
Load material
Set work offset
Speed and feed for 6061-T6
| Operation | Speed (RPM) | Feed (mm/min) | DOC (mm) |
|---|---|---|---|
| Roughing | 8000 | 2000 | 3.0 |
| Finishing | 10000 | 1500 | 0.5 |
| Drilling | 4000 | 800 | - |
Speed and feed for 7075-T6 (harder - reduce by 20%)
| Operation | Speed (RPM) | Feed (mm/min) | DOC (mm) |
|---|---|---|---|
| Roughing | 6500 | 1600 | 2.5 |
| Finishing | 8000 | 1200 | 0.5 |
| Drilling | 3200 | 650 | - |
First part checks
Common mistakes:
Critical difference from aluminium: Lower speeds, higher rigidity needed
Setup steps:
Material check
Speed and feed for mild steel
| Operation | Speed (RPM) | Feed (mm/min) | DOC (mm) |
|---|---|---|---|
| Roughing | 3000 | 800 | 2.0 |
| Finishing | 4000 | 600 | 0.3 |
| Drilling | 1500 | 200 | - |
Tooling notes
Dave's wisdom: "If it's squealing, you're going too fast. If it's rubbing, you're going too slow. Sweet spot is a nice consistent hiss."
Every delivery must be checked before going to stock.
Step 1: Paperwork check
Step 2: Visual inspection
Step 3: Dimensional check (sample)
Step 4: Material verification (if critical)
Reject if:
Where to log: Incoming Inspection Register (blue folder, QC office)
First-off inspection (MANDATORY):
Patrol inspection:
What to do if out of tolerance:
Before parts leave:
Sign-off required by: QC Inspector (or supervisor if QC unavailable)
| Code | Meaning | What To Do |
|---|---|---|
| E-47 | Spindle overload | Stop program. Check for chip pack, dull tool, or excessive DOC. Reduce load and restart. |
| E-52 | Servo overload (axis) | Check for crash or obstruction. Power cycle. If persists, call maintenance. |
| E-91 | Low coolant | Top up coolant tank. Check for leaks. |
| E-102 | Tool not clamped | Clean taper, check drawbar. Try re-clamping. If persists, check retention knob. |
| E-200 | Emergency stop | Check all E-stops. Reset and restart. |
| E-310 | Encoder error | Power cycle machine. If persists, call Haas service. |
Try these first:
Maintenance contact: Extension 247 (day shift) / Mobile: [number] (out of hours)
Before starting any machine:
Machine startup:
Log startup in machine logbook - time, operator name, any issues noted
Before you leave:
DO NOT leave machine running unattended overnight unless approved.
Minimum PPE on shop floor:
Additional PPE for specific tasks:
Fire:
Injury:
Spillage:
| Symptom | Likely Cause | Fix |
|---|---|---|
| Chatter marks | Too much stickout / speed too high | Reduce stickout, reduce speed 20% |
| Rough finish | Dull tool / wrong feed | Change insert, check feed rate |
| Built-up edge | Speed too low (aluminium) | Increase speed, check coolant flow |
| Burn marks | Speed too high / no coolant | Reduce speed, check coolant aimed at cut |
| Tearing (aluminium) | Wrong tool geometry | Use sharper tool, higher rake angle |
| Symptom | Likely Cause | Fix |
|---|---|---|
| Consistent oversize | Tool wear compensation wrong | Re-measure tool, update offset |
| Random variation | Loose workholding / thermal | Check clamp torque, allow warm-up |
| Taper on diameter | Tailstock alignment (lathe) | Check and adjust alignment |
| Parts growing over run | Thermal expansion | Let machine warm up, check more frequently |
If a tool breaks:
| Role | Name | Contact |
|---|---|---|
| Shift Supervisor (Days) | [Name] | Ext 201 |
| Shift Supervisor (Nights) | [Name] | Ext 202 |
| Maintenance | [Name] | Ext 247 / Mobile |
| Quality Manager | [Name] | Ext 215 |
| Health & Safety | [Name] | Ext 220 |
| Goods In | [Name] | Ext 230 |
From Dave (30 years on the floor):
"If the machine sounds wrong, it IS wrong. Stop and look before you make scrap."
"First part is free. Take your time. Second part is where you find out if you got it right."
"Write down what you changed. I don't care if it's on a napkin. Next week you won't remember."
From Sarah (Quality):
"Measure twice, cut once. Then measure again because the first measurement was probably wrong."
"If you're not sure, ask. Nobody ever got fired for double-checking."
From Mike (Maintenance):
"Clean machines break less. 5 minutes of cleaning saves 5 hours of breakdown."
"If the same fault happens three times, there's a root cause we haven't found. Don't just reset and hope."
| Version | Date | Changes | Author |
|---|---|---|---|
| 1.0 | 2026-01-11 | Initial demo version | Taylored Systems |
This is a Taylored Systems demonstration skill. In a real implementation, all content would be captured from YOUR team, YOUR equipment, YOUR procedures — structured and delivered by Taylored Systems so your tribal knowledge is never lost.