Data Hygiene · 2026-05-18

How disciplined is each ERP module?

Eight modules scored on data discipline — Sales, Raw Material, Production, Quality, Job Work, Dispatch, Invoicing, Master Data. Each module has its own metrics tied to its source tables. Click any module to see breakdown, trend, and an AI-generated assessment.

Modules
8
Avg score
75.8/100
Healthy
3
≥ 80
Watch
3
60-79
Poor
2
< 60

Overall trend

8 snapshots
Average score across all modules at each snapshot date. Line trending up = data discipline improving.
2026-03-18 · 75.8/100 2026-05-18 · 75.8/100

Module leaderboard

8
Recompute
Each card: overall score (weighted) + a mini bar per metric. Click to see breakdown, the actual records affected, and an AI-generated assessment.

Sales / Order Acceptance

oahdr / oadtl / cust
OA headers + line items, customer linkage, schedule integrity, customer PO trail.
43.6
poor
out of 100 · weighted across
5 metrics
0
79
100
12
0
View breakdown & AI assessment

Production

product1 / machine
Per-machine-group production booking quality. Drill into each zone for detail.
56.4
poor
out of 100 · weighted across
5 metrics
0
0
79
100
100
View breakdown & AI assessment

Raw Material / Procurement

rmincoming / suppmas
Goods Receipt Notes, supplier linkage, test certificates, traceability fields.
61.4
watch
out of 100 · weighted across
5 metrics
100
100
0
0
100
View breakdown & AI assessment

Invoicing

invhdr / invlotdetail / cust
Invoice traceability — lot detail, heat number, customer linkage.
71.0
watch
out of 100 · weighted across
3 metrics
99
0
100
View breakdown & AI assessment

Job Work (External)

jobhdr / job / vendmas / rmjobrec / rgphdr / cmrrhdr / billagainstwo
Vendor job-work cycle: out, return, RGP closure, billing reconciliation.
73.7
watch
out of 100 · weighted across
4 metrics
100
2
98
81
View breakdown & AI assessment

Quality / QC

goodreceipt / onlinerej_hdr / machine
Online rejections, formal inspections, machine traceability of QC events.
100.0
good
out of 100 · weighted across
3 metrics
100
100
100
View breakdown & AI assessment

Dispatch

despadvicehdr / despadvicedtl / cust
Dispatch advice quality and customer/lot/part traceability.
100.0
good
out of 100 · weighted across
3 metrics
100
100
100
View breakdown & AI assessment

Master Data

cust / itemmas / vendmas / suppmas
Quality of the reference tables themselves — names, HSN, contact data.
100.0
good
out of 100 · weighted across
5 metrics
100
100
100
100
100
View breakdown & AI assessment