IRIS Gaps

Questions the pipeline could not answer well in the last 7 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.

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1,137

Gap queries

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Window: 7d 30d 90d 365d

Recurring unanswered questions

10 hits general 2026-10-03 02:35

hello

3 hits general 2026-09-29 09:17

dimension

3 hits general 2026-10-02 17:33

which qc inspection is currently in progress

2 hits general 2026-10-01 14:25

production output 2nd plant welding today

2 hits general 2026-10-02 10:52

30156 treatment or not

1 hits general 2026-09-28 09:50

how invoices dated 2025-12-02.

1 hits general 2026-09-28 10:05

what’s the exchange rate?

1 hits general 2026-09-28 10:07

what is a proforma invoice?

1 hits general 2026-09-28 15:33

explain moq

1 hits general 2026-09-28 15:38

type of finishing

1 hits general 2026-09-28 20:04

what is the dimension?

1 hits general 2026-09-29 09:28

treatment part

1 hits general 2026-09-29 09:32

plant 2 grinding

1 hits general 2026-09-29 10:46

how much total?

1 hits general 2026-09-29 19:32

output welding last week

1 hits clarification_needed 2026-09-29 19:34

delay fai

1 hits general 2026-09-29 19:35

2766 thumbprint

1 hits general 2026-09-29 19:36

output hardware installation 1 today

1 hits error 2026-09-29 19:48

output grinding this week

1 hits general 2026-09-29 19:50

total output grinding this week

1 hits error 2026-09-29 19:52

output treatment this week

1 hits general 2026-09-29 19:53

total output welding this week

1 hits general 2026-09-29 19:55

total output welding week 39

1 hits general 2026-09-30 08:38

type of the part?

1 hits general 2026-10-01 15:06

tell me weather forecast for tomorrow

1 hits general 2026-10-02 09:05

total process

1 hits general 2026-10-02 09:26

berapa total drawing belum upload?

1 hits general 2026-10-02 09:47

matyo where

1 hits general 2026-10-02 11:28

ffu frame

1 hits general 2026-10-02 11:29

can you explain about ffu?

1 hits general 2026-10-02 11:29

frame asm773

1 hits general 2026-10-02 11:38

eos status

1 hits general 2026-10-02 11:42

director intec

1 hits general 2026-10-02 11:43

boss of intect

1 hits general 2026-10-02 11:43

boss of intec

Most recent gap queries

general 10-03 02:35

hello

—

general 10-02 17:33

which qc inspection is currently in progress

NURDARWISYAH MUHAMAD ZAHARUDDIN

general 10-02 17:31

which qc inspection is currently in progress

NURDARWISYAH MUHAMAD ZAHARUDDIN

general 10-02 17:13

which qc inspection is currently in progress

NURDARWISYAH MUHAMAD ZAHARUDDIN

general 10-02 11:43

Boss of intec

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 10-02 11:43

Boss of intect

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 10-02 11:42

director intec

IPE Fitrah

general 10-02 11:38

eos status

IPE Fitrah

general 10-02 11:29

Frame ASM773

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 10-02 11:29

Can you explain about ffu?

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 10-02 11:28

Ffu frame

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 10-02 10:52

30156 treatment or not

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 10-02 10:39

hello

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 10-02 10:37

30156 treatment or not

IPE MUHAMAD ZULHILMI BIN ROSLI

general 10-02 09:47

matyo where

MOHAMAD NASHRI IZZUDIN BIN MOHD ZAINUDIN

general 10-02 09:26

berapa total drawing belum upload?

IPE. Saidatul

general 10-02 09:05

total process

IPE BASYA

general 10-02 02:34

hello

—

general 10-01 15:06

tell me weather forecast for tomorrow

IPE Solehin

general 10-01 15:05

hello

IPE Solehin

general 10-01 15:05

hello

IPE Solehin

general 10-01 14:25

production output 2nd plant welding today

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 10-01 14:23

production output 2nd plant welding today

IPE. MOHAMAD AMIRUL FAHMIN

general 10-01 02:33

hello

—

general 09-30 08:38

type of the part?

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 09-30 02:33

hello

—

general 09-29 19:55

total output welding week 39

MUHAMMAD HIZWAN SHAH

general 09-29 19:53

total output welding this week

MUHAMMAD HIZWAN SHAH

error 09-29 19:52

output treatment this week

MUHAMMAD HIZWAN SHAH

general 09-29 19:50

total output grinding this week

MUHAMMAD HIZWAN SHAH

error 09-29 19:48

output grinding this week

MUHAMMAD HIZWAN SHAH

general 09-29 19:36

output hardware installation 1 today

MUHAMMAD HIZWAN SHAH

general 09-29 19:35

2766 thumbprint

MUHAMMAD HIZWAN SHAH

clarification_needed 09-29 19:34

delay fai

MUHAMMAD HIZWAN SHAH

general 09-29 19:32

output welding last week

MUHAMMAD HIZWAN SHAH

general 09-29 10:46

HOW MUCH TOTAL?

NUR FARAH NAJIHAH MAZLAN

general 09-29 09:32

plant 2 grinding

HARITH HAIKAL MOHD HALIM

general 09-29 09:28

treatment part

HARITH HAIKAL MOHD HALIM

general 09-29 09:17

dimension

NUR SARAH AISYAH SUKRI

general 09-29 08:51

dimension

NUR SARAH AISYAH SUKRI

general 09-29 08:29

dimension

Hajar Saimi

general 09-29 02:32

hello

—

general 09-28 20:04

what is the dimension?

Hajar Saimi

general 09-28 15:38

type of finishing

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 09-28 15:33

explain MOQ

SYED MOHAMAD IQMAL SYED MOHAMMAD ARIFFIN

general 09-28 10:07

What is a proforma invoice?

NUR SARAH AISYAH SUKRI

general 09-28 10:05

What’s the exchange rate?

NUR SARAH AISYAH SUKRI

general 09-28 09:50

how invoices dated 2025-12-02.

NUR SARAH AISYAH SUKRI

general 09-28 02:32

hello

—

general 09-27 02:32

hello

—