ความแปรผันของกระบวนการProcess variation
นิ่งพอไหม อยู่กลางสเปกไหม และที่เห็นคือเรื่องปกติหรือมีอะไรเปลี่ยนStable enough, centred enough — and is this normal, or did something change?
Bangpunshare +Punyawisdom =PunPun
Connect knowledge Unlock decisions
Connect documents, engineering drawings, machine data, and plant context so teams can ask, analyse, and decide from the same body of knowledge.
Why did OEE drop yesterday on Line 2?
What goes down if MCCB-03 is opened?
Has this vibration pattern happened before?
See how it works
Engineering Query Engine
หนึ่งคำถาม หลายมุมมอง คำตอบเดียวที่ใช้ตัดสินใจได้One question. Multiple lenses. One operational answer.
Why did OEE drop yesterday on Line 2?
Line 2 → downtime → 47 minutes → availability → OEE
OEE fell 5.8 points, driven mainly by a 47-minute stop at Filler-02 that reduced availability from 91.2% to 84.7%.
Production system · yesterdayDowntime log · Filler-02
Has this vibration pattern happened before?
Vibration → work history → same model → manual
It happened twice. Both incidents traced to a loose drive-side bearing and were resolved using the torque value on manual page 58.
Technician notes · 2 recordsIQF-2000 manual · page 58
What goes down if MCCB-03 is opened?
MCCB-03 → drawing E-04 → downstream circuits → machine registry
Four loads go down — the coolant pump, cooling fan, and two maintenance outlets.
Drawing E-04 · sheet 2Machine registry · production building 2
Factory domains
8 decisions,
one shared factory context
แต่ละมุมมองเครื่องจักร ผลิตภัณฑ์ ล็อต ไลน์ และช่วงเวลาเดียวกัน จึงเห็นผลกระทบข้ามระบบโดยไม่ต้องประกอบข้อมูลใหม่Each lens sees the same machines, products, lots, lines, and time windows—revealing cross-system effects without rebuilding context.
01 — 08
พลังงานEnergy
พลังงานหมดไปกับอะไร และประหยัดได้จริงแค่ไหนWhere the energy goes, and what a change really saves.
คุณภาพและการตรวจQuality and inspection
ล็อตนี้ปล่อยหรือกัก และใครเป็นคนเคาะRelease this lot or hold it — and who decides.
OEE และกำลังผลิตOEE and production capacity
กำลังผลิตหายไปที่ไหน และควรแก้ที่ไหนก่อนWhere capacity is lost, and what to fix first.
บำรุงรักษาMaintenance
ควรทำอะไรกับเครื่องนี้ก่อนมันพังWhat to do before this machine fails.
WMS และสต็อกWMS and inventory
จะเติมอะไร เท่าไร เมื่อไรWhat to replenish, how much, and when.
วางแผนการผลิตProduction planning
จะผลิตอะไร เท่าไร เมื่อไร ด้วยกำลังที่มีจริงWhat to make and when, against real capacity.
กำลังคนWorkforce
ใครว่าง ใครติดงาน และสถานีไหนยังขาดคนWho is free, who is tied up, and where the gap is.
Trust & access
Traceable answers, limited to your access
Plant, line, document, and data-group permissions apply during retrieval — not after the answer is shown.
- See only your scope
Search is limited to the plants, lines, and documents you are authorised to access.
- Every answer leads back to its source
Open the drawing, manual, note, or source system supporting each conclusion.
- Missing evidence is made explicit
PunPun stops before guessing and tells you what information is still needed.
Connected knowledge
Different systems, connected as one context
PDFs · machine manuals · engineering drawings · technician notes
Layouts · machine registry · lines · asset hierarchy
OpenRTE · production history · historian · quality records
Link drawings, equipment, locations, and events into a traceable answer path.
Enterprise AI Governance
People decide
PunPun stays inside the boundaries you set
You set who may use what, how much they may spend, and which actions need a person first. PunPun follows it every time — and can always say what it did, with what, and who approved it.
ทุกครั้งที่จะลงมือ ปันปัญถามกติกาก่อนBefore it acts, PunPun asks the rules
กติกาเป็นตัวบอกว่าทำได้เลย ต้องรอคนกดยืนยัน หรือไม่ทำ และเหตุผลถูกบันทึกไว้ทุกครั้งThe rules say whether it runs now, waits for someone to confirm, or does not run — and the reason is recorded every time.
01PunPun proposes
02Check access, scope, risk
03Record outcome and owner
RUNCONFIRMBLOCK
Who can use what
Every right comes from a group — factories, tools, models and budget in one place
Who pays, and how much
Organisation, group and personal budgets are checked before any request goes out — over budget, nothing is sent.
What PunPun may do on its own
Set it per tool: run now, wait for someone to confirm, or never.
Where the evidence lives
The question, the tools called, the approver and the outcome — one book
Where data goes
Provider, destination, country, retention, and who keeps nothing at all
Chat · App · Work
One context, carried through Chat, App, and Work
Chat — ask and extend context
Lay out the plant, connect machines, and attach PDFs — then ask from the same body of information.
App — shape reusable views
Arrange answers and data into a view, save it, and reopen it without rebuilding the query.
Work — keep watching
Run on a schedule, machine runtime, or a condition, then notify people when a decision is needed.
Private by design
Ready to explore with sample data
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Open Preview to see how PunPun works, or sign in to use organisational data within your access scope.