Account: ERP-AI-Chatbot
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Query Logs

IRIS Gaps

Questions the pipeline could not answer well in the last 365 days: raw-LLM fallbacks (general), clarification_needed, search, errors, and thumbs-down answers. Recurring groups at the top are the highest-value coverage to build next.

Queries in window
7,198
Gap queries
558
Thumbs down
1
Thumbs up
0
Window: 7d 30d 90d 365d

Recurring unanswered questions

77 hits general 1 down

hello

35 hits general

hi

10 hits search

tell me more details

8 hits general

show today's shipments

7 hits general

tell me qc reject output in week 52

6 hits search

2

5 hits search

1

4 hits general

last invoice issued

4 hits clarification_needed

211

4 hits general

how to cook pasta

3 hits general

makan kat mane?

3 hits general

how many fai receive last month

3 hits general

what is 2+2

3 hits general

yes

3 hits general

reject_galleries

3 hits general

dimension

3 hits general

which qc inspection is currently in progress

2 hits general

outstanding po from celestica

2 hits clarification_needed

hafiz

2 hits clarification_needed

25110912

2 hits general

1.77+ 6.88

2 hits general

minggu nie berapa po masuk yang dah key in

2 hits general

test

2 hits general

fai registered today

2 hits general

tell me a joke

2 hits search

sales

2 hits general

91502a142

2 hits search

crew hxs cap stl 8

2 hits general

quality checks

2 hits general

0010-59563 show work guide

2 hits general

welding output february 2, 2026

2 hits general

goodbye

2 hits general

tell me a fact

2 hits general

what you can do?

2 hits general

what is the accountpayabletracking goodsreceiptsnote relation?

2 hits clarification_needed

show related records

2 hits general

9201855808 invoices

2 hits general

need invoice number for purchae order 9260056098

2 hits general

reply with the single word pong and nothing else.

2 hits general

skiplog today

2 hits clarification_needed

find this ufa205

2 hits general

production output 2nd plant welding today

2 hits general

30156 treatment or not

1 hits general

test query for logging

1 hits general

test mobile logging

1 hits general

tell a story

1 hits general

122 + 6778

1 hits clarification_needed

show production schedule

1 hits clarification_needed

work order for 69006

1 hits general

work orders with part 4022.656.6685

1 hits general

erp assistant 09:13 am ⚠️ error: network error please try again. failed to get response

1 hits general

where the best ayam gepuk?

1 hits general

berapa ada outstanding po celestica

1 hits general

utstanding po from celestica electronics (m) sdn bhd

1 hits general

what is tallest building in the world?

1 hits general

what is tallest building in the world

1 hits general

best brand for laser cut machine

1 hits clarification_needed

hajar saimi

1 hits clarification_needed

08250016

1 hits clarification_needed

cmu-08250016

1 hits clarification_needed

25¹111092

1 hits general

today invoice

1 hits general

make sure user can select text on reply chat easy for user to select and copy something from the text reply

1 hits clarification_needed

delivery order details

1 hits general

part number 79491

1 hits general

find part number 79491

1 hits general

what can i do here?

1 hits general

stock levels sns 512af 1/16" thick x 1/2" wide x 6 yards

1 hits clarification_needed

show upcoming orders for this item

1 hits clarification_needed

give overall data

1 hits clarification_needed

9201719125

1 hits clarification_needed

purchase orders 9201719125

1 hits clarification_needed

work order not generate

1 hits clarification_needed

purchase order 9/12

1 hits general

2) purchase orders from september 12th

1 hits clarification_needed

do for today

1 hits clarification_needed

hi, can help list do we cancel on 9/12/2025

1 hits clarification_needed

1)

1 hits general

i want to know all no inv we cancel today,

1 hits general

how to run a query?

1 hits general

minggu nie berapa po masuk yang dah key in under sales order

1 hits clarification_needed

boleh bagi excel kew pada saya

1 hits clarification_needed

inventory

1 hits clarification_needed

0011-11238

1 hits clarification_needed

erp loading

1 hits clarification_needed

plant 2 delay

1 hits clarification_needed

customer_pos_today

1 hits general

purchase order update today

1 hits general

sales order update today

1 hits general

any new sales orders that have been created

1 hits clarification_needed

avp

1 hits general

total quantity delivered nov 2025

1 hits clarification_needed

4501153062

1 hits clarification_needed

total non ship quantity for week 50 according to dashboard

1 hits clarification_needed

25110653

1 hits general

status 9240179188

1 hits general

output terminal welding

1 hits general

output 7 today

1 hits general

output welding production

1 hits clarification_needed

3

Most recent gap queries

general

hello

—
general

which qc inspection is currently in progress

NURDARWISYAH MUHAMAD ZAHARUDDIN
general

which qc inspection is currently in progress

NURDARWISYAH MUHAMAD ZAHARUDDIN
general

which qc inspection is currently in progress

NURDARWISYAH MUHAMAD ZAHARUDDIN
general

Boss of intec

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

Boss of intect

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

director intec

IPE Fitrah
general

eos status

IPE Fitrah
general

Frame ASM773

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

Can you explain about ffu?

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

Ffu frame

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

30156 treatment or not

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

hello

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

30156 treatment or not

IPE MUHAMAD ZULHILMI BIN ROSLI
general

matyo where

MOHAMAD NASHRI IZZUDIN BIN MOHD ZAINUDIN
general

berapa total drawing belum upload?

IPE. Saidatul
general

total process

IPE BASYA
general

hello

—
general

tell me weather forecast for tomorrow

IPE Solehin
general

hello

IPE Solehin
general

hello

IPE Solehin
general

production output 2nd plant welding today

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

production output 2nd plant welding today

IPE. MOHAMAD AMIRUL FAHMIN
general

hello

—
general

type of the part?

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

hello

—
general

total output welding week 39

MUHAMMAD HIZWAN SHAH
general

total output welding this week

MUHAMMAD HIZWAN SHAH
error

output treatment this week

MUHAMMAD HIZWAN SHAH
general

total output grinding this week

MUHAMMAD HIZWAN SHAH
error

output grinding this week

MUHAMMAD HIZWAN SHAH
general

output hardware installation 1 today

MUHAMMAD HIZWAN SHAH
general

2766 thumbprint

MUHAMMAD HIZWAN SHAH
clarification_needed

delay fai

MUHAMMAD HIZWAN SHAH
general

output welding last week

MUHAMMAD HIZWAN SHAH
general

HOW MUCH TOTAL?

NUR FARAH NAJIHAH MAZLAN
general

plant 2 grinding

HARITH HAIKAL MOHD HALIM
general

treatment part

HARITH HAIKAL MOHD HALIM
general

dimension

NUR SARAH AISYAH SUKRI
general

dimension

NUR SARAH AISYAH SUKRI
general

dimension

Hajar Saimi
general

hello

—
general

what is the dimension?

Hajar Saimi
general

type of finishing

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

explain MOQ

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN
general

What is a proforma invoice?

NUR SARAH AISYAH SUKRI
general

What’s the exchange rate?

NUR SARAH AISYAH SUKRI
general

how invoices dated 2025-12-02.

NUR SARAH AISYAH SUKRI
general

hello

—
general

hello

—