MLTech
AI Auto DesginPipe spool drawings to PCF
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Sample page with made-up data. Click the tabs and buttons to look around.

Convert drawings to PCF

Drop a pack of pipe spool drawings. Each page is read by the company AI and turned into PCF files.

Pack: Becht line 74CL13 (5 pages)
3 ready · 1 please check · 1 couldn't read · 14 PCF files
StatusDrawingSpoolsPCF filesRead by
Page 1 has 3 spools joined together, so it gives 4 PCFs: the whole page plus one per spool.

Check: P055BZOR-74CL13-4488-01 · sheet 1

Please check: 2 values the AI is unsure of are marked below.
Accepted. The PCF is downloaded, and this drawing with its corrected PCF is saved as a real training pair for the next round.
Client drawing
124721701754816 MK-4488-01-1 Note: this number is alength (not a coordinate)
Our redraw of the PCF (Isogen - Becht style)
12472170816 1745 Differs from the client drawing: 1754 vs 1745
What the AI read (edit anything that is wrong)Spools on this page: 3 joined · whole-page PCF + 3 spool PCFs
LegDirectionLength (mm)Part at the endSpoolCheck

Training

How well the company AI reads real client drawings it has never practised on.

What are you adding?
Round 8 running: practising on 18,400 drawings · about 5 hours left. Convert keeps working.
Real drawings read fully right 64% Up 9 points since last round AI version 7 · exam of 9 real drawings · items right 91% Practice drawings: 97% fully right Needed Claude this month: 12% of drawings
Score after each training round▬ Real drawings▬ Practice
100%75%50%25% 64% R1R2R3R4R5R6R7
Right on real drawings, by part
By drawing style
StyleExam drawingsFully right
Isogen - Becht683%
Fluor-Encana333%
Autometnot started–
The exam stays the same every round, so the chart is fair.
Past training rounds
RoundDatePractice drawingsReal scoreResult
7Night of 12 Dec16,20064%In use (beat round 6)
65 Dec14,90055%Replaced by round 7
5b2 Dec14,90048%Not used (worse than round 5)

Drawing Styles

How PCFs are drawn. Make each style look like the client's drawings.

Isogen - Becht · preview
SHOP MATERIALS1 PIPE 6" SCH 402 TEE 6"3 WELDOFLANGE4 ELBOW 90 LR 6"FIELD MATERIALS6 GASKET 6" 150#S13 TR4-A P055BZOR-74CL13-4485-01 124721701754 MK-74CL13-4485-01-1 N

Settings

Only administrators see everything below "Your account".

Claude backup
Use Claude when the AI can't read a drawing well
Off: nothing is sent outside this server. Spent this month: $0.00 of $50 · Claude's answers only train the AI after a person accepts them.
Night-time training
Train automatically at night when there is new training data
Off: training only starts when someone presses Start training. The Start training button on the Training tab always works too.
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