LensReading which lens this session carries.

Connect · item 15

Data quality gates at intake

Bad data does not become less expensive further down the line. Sixteen checks sit at the first station of every line, covering completeness, validity, duplication, referential integrity, timeliness and consistency. A unit that fails is blocked outright or held in a quarantine queue with a named owner — never quietly waved through with a flag nobody reads.

Connector registry

Health

What the rules are catching

Active and monitoring rules, and everything they have held, released or rejected.

Gates at intake
16
14 enforcing · 2 monitoring only
Checks run
203,658
Across the whole estate at first station
Pass rate
99.6%
767 checks failed
Held right now
95
of 171 items ever quarantined
Held over 72 hours
62
Oldest is 9.1 days old
Rejected at intake
29
47 released after review

What happens on failure

The action is stated on the gate, not decided later.

Block4 gates
The unit never enters the line.
Quarantine8 gates
Held at intake for a named owner to clear.
Warn4 gates
Enters the line carrying a flag that travels with it.

Gates that have never fired

Reported as a zero, not as a pass.

1 of 16 gates have run without a single failure. That is either a genuinely clean condition or a check that is not reaching the data it was written for. It is listed here so somebody has to decide which.

The gates

Each names the dimension it tests, the expression it evaluates, what happens when it fails, and who owns the failures.

GateDimensionApplies toExpressionOn failureRunFailedPassHeldOwner
DQ-01
Mandatory header fields present
High
Completeness
Every unit at the first station of its line
all-lines
requester, value, materiality and jurisdiction are all non-empty at intake
Quarantine
threshold 99.5%
16,42067
99.6%
4N. Ferreira
DQ-02
Supplier exists and is not blocked
Critical
Referential
Source-to-pay intake
function
Source-to-Pay Suite
supplier identifier resolves to an active, non-blocked record in the source-to-pay suite
Block
threshold 100%
8,37944
99.5%
9K. Boateng
DQ-03
Invoice not already presented
Critical
Duplication
Invoice capture intake
function
Invoice Capture and AP Automation
supplier plus invoice number plus gross amount has not been seen in the trailing 400 days
Block
threshold 100%
6,92444
99.4%
13M. Okonjo
DQ-04
Amount is a parseable figure in a known currency
High
Validity
Any unit carrying a value
all-lines
Group ERP — Financials
value parses to a positive decimal and the currency code appears in the group currency table
Quarantine
threshold 99.9%
22,08966
99.7%
6D. Halvorsen
DQ-05
Cost center is open in the period
High
Referential
Anything that will post to the ledger
all-lines
Planning and Consolidation
cost center exists in planning and is open for the posting period
Quarantine
threshold 99.5%
15,03662
99.6%
6D. Halvorsen
DQ-06
Purchase order is open and has remaining value
Critical
Referential
Three-way match intake
function
Group ERP — Materials and Inventory
referenced purchase order exists in materials management, is open, and remaining value covers the invoice
Quarantine
threshold 99%
19,227100
99.5%
8K. Boateng
DQ-07
Tax code valid for the jurisdiction pair
High
Validity
Cross-border invoice and order intake
all-lines
Indirect Tax Engine
tax code returned by the engine is valid for the ship-from and ship-to jurisdiction pair on the date of supply
Quarantine
threshold 99%
3,1239
99.7%
5F. Aubert
DQ-08
Worker record active at the effective date
Critical
Referential
Hire-to-retire intake
function
Core HR and Payroll
the worker referenced holds an active record in core human resources on the effective date of the change
Block
threshold 100%
18,37975
99.6%
7S. Bergqvist
DQ-09
No conflicting open unit for the same subject
Medium
Duplication
Every line
all-lines
no other open unit on the same line carries the same subject identifier
Warn
threshold 98%
10,48243
99.6%
8N. Ferreira
DQ-10
Source extract inside its freshness commitment
High
Timeliness
Any unit relying on an inbound feed
all-lines
every source system the unit reads has synchronized within its committed freshness window
Warn
threshold 97%
94515
98.4%
8N. Ferreira
DQ-11
Contract reference resolves to an executed agreement
High
Referential
Legal, procurement and sales intake
all-lines
Contract Lifecycle Management
the contract identifier resolves to an executed, in-term agreement in contract lifecycle management
Quarantine
threshold 99%
13,08239
99.7%
5V. Marchetti
DQ-12
Configuration item has a named owner
Medium
Completeness
Technology change and incident intake
function
Configuration Management Database
the configuration item referenced has an owning team recorded in the configuration database
Warn
threshold 95%
12,43665
99.5%
7J. Petrakis
DQ-13
Bank detail change carries out-of-band confirmation
Critical
Validity
Supplier master change intake
function
Source-to-Pay Suite
any change to supplier bank detail is accompanied by an out-of-band confirmation reference
Block
threshold 100%
17,59833
99.8%
1L. Duarte
DQ-14
Quantities agree between order and receipt
Medium
Consistency
Goods receipt intake
function
Group ERP — Materials and Inventory
received quantity is within the agreed variance of ordered quantity for the material and supplier
Quarantine
threshold 98%
15,21862
99.6%
6R. Nakamura
DQ-15
Personal data fields carry a classification
Highmonitoring only
Completeness
Any unit whose payload may contain personal data
all-lines
each field flagged as person-linked carries a classification label before the unit enters the line
Quarantine
threshold 99%
14,39243
99.7%
2S. Bergqvist
DQ-16
Research payload provenance recorded
Mediummonitoring only
Completeness
Research and development intake
function
Research Notebook and Experiment Data
experiment payloads name their notebook entry and protocol version
Warn
threshold 95%
9,9280
100%
0P. Iyer

Quarantine queue

67 items match the current filter. Every held item has an owner and an age.

ItemFunction · lineGateFieldObservedExpectedSourceAgeStatusOwnerOutcome
MK10B-1003
Ops change at verify
DQ-05-Q-005
Marketing
MK10B
DQ-05cost center exists inno matching recordcost center exists in planning and is open for the posting periodPlanning and Consolidation9.1 daysHeldD. Halvorsen
HR3B-1033
Onboarding case at fast-track pack
DQ-01-Q-011
Human Resources
HR3B
DQ-01requester, value, materiality andemptyrequester, value, materiality and jurisdiction are all non-empty at intakeEnterprise Data Warehouse8.8 daysHeldN. Ferreira
PR3A-1035
Sourcing event at shortlist
DQ-06-Q-003
Procurement & Source-to-Pay
PR3A
DQ-06referenced purchase order existsno matching recordreferenced purchase order exists in materials management, is open, and remaining value covers the invoiceGroup ERP — Materials and Inventory8.8 daysHeldK. Boateng
PR7A-1024
Supplier review at log
DQ-02-Q-002
Procurement & Source-to-Pay
PR7A
DQ-02supplier identifier resolves tono matching recordsupplier identifier resolves to an active, non-blocked record in the source-to-pay suiteSource-to-Pay Suite8.3 daysHeldK. Boateng
IT3A-1008
Device at ship
DQ-12-Q-003
Information Technology
IT3A
DQ-12the configuration item referencedemptythe configuration item referenced has an owning team recorded in the configuration databaseConfiguration Management Database8.3 daysHeldJ. Petrakis
PR8C-1053
Requisition at approve above threshold
DQ-03-Q-003
Procurement & Source-to-Pay
PR8C
DQ-03supplier plus invoice numberalready seensupplier plus invoice number plus gross amount has not been seen in the trailing 400 daysInvoice Capture and AP Automation8.2 daysHeldM. Okonjo
IT5C-1010
Network change at install
DQ-09-Q-007
Information Technology
IT5C
DQ-09no other open unitalready seenno other open unit on the same line carries the same subject identifierEnterprise Data Warehouse8.0 daysHeldN. Ferreira
EN9B-1006
Developer request at measure
DQ-09-Q-010
Engineering
EN9B
DQ-09no other open unitalready seenno other open unit on the same line carries the same subject identifierEnterprise Data Warehouse8.0 daysHeldN. Ferreira
PR9A-1000
Invoice at auto-post in-tolerance
DQ-02-Q-008
Procurement & Source-to-Pay
PR9A
DQ-02supplier identifier resolves tono matching recordsupplier identifier resolves to an active, non-blocked record in the source-to-pay suiteSource-to-Pay Suite7.9 daysHeldK. Boateng
PR8C-1025
Requisition at amend po
DQ-02-Q-005
Procurement & Source-to-Pay
PR8C
DQ-02supplier identifier resolves tono matching recordsupplier identifier resolves to an active, non-blocked record in the source-to-pay suiteSource-to-Pay Suite7.3 daysHeldK. Boateng
PR6C-1019
Supplier record at archive
DQ-13-Q-003
Procurement & Source-to-Pay
PR6C
DQ-13any change to supplierout of rangeany change to supplier bank detail is accompanied by an out-of-band confirmation referenceSource-to-Pay Suite7.2 daysHeldL. Duarte
HR6C-1015
Learning path at draft content
DQ-08-Q-004
Human Resources
HR6C
DQ-08the worker referenced holdsno matching recordthe worker referenced holds an active record in core human resources on the effective date of the changeCore HR and Payroll7.0 daysHeldS. Bergqvist
IT1B-1018
Ticket at request
DQ-15-Q-002
Information Technology
IT1B
DQ-15each field flagged asemptyeach field flagged as person-linked carries a classification label before the unit enters the lineEnterprise Data Warehouse7.0 daysHeldS. Bergqvist
IT5C-1010
Network change at install
DQ-12-Q-001
Information Technology
IT5C
DQ-12the configuration item referencedemptythe configuration item referenced has an owning team recorded in the configuration databaseConfiguration Management Database6.8 daysHeldJ. Petrakis
SC7C-1012
Declaration at model programs
DQ-14-Q-006
Supply Chain
SC7C
DQ-14received quantity is withinout of rangereceived quantity is within the agreed variance of ordered quantity for the material and supplierGroup ERP — Materials and Inventory6.6 daysHeldR. Nakamura
IT4C-1007
Infrastructure change at evidence
DQ-12-Q-012
Information Technology
IT4C
DQ-12the configuration item referencedemptythe configuration item referenced has an owning team recorded in the configuration databaseConfiguration Management Database6.5 daysHeldJ. Petrakis
PR3A-1035
Sourcing event at shortlist
DQ-02-Q-012
Procurement & Source-to-Pay
PR3A
DQ-02supplier identifier resolves tono matching recordsupplier identifier resolves to an active, non-blocked record in the source-to-pay suiteSource-to-Pay Suite6.3 daysHeldK. Boateng
HR6A-1053
Learning path at assign
DQ-09-Q-003
Human Resources
HR6A
DQ-09no other open unitalready seenno other open unit on the same line carries the same subject identifierEnterprise Data Warehouse6.1 daysHeldN. Ferreira
MK2A-1026
Intelligence brief at assess impact
DQ-01-Q-003
Marketing
MK2A
DQ-01requester, value, materiality andemptyrequester, value, materiality and jurisdiction are all non-empty at intakeEnterprise Data Warehouse6.0 daysHeldN. Ferreira
SL11A-1061
Comp statement at calculate
DQ-05-Q-008
Sales
SL11A
DQ-05cost center exists inno matching recordcost center exists in planning and is open for the posting periodPlanning and Consolidation6.0 daysHeldD. Halvorsen
FI1A-1003
Analysis at publish
DQ-11-Q-001
Finance
FI1A
DQ-11the contract identifier resolvesno matching recordthe contract identifier resolves to an executed, in-term agreement in contract lifecycle managementContract Lifecycle Management5.8 daysHeldV. Marchetti
RO7B-1018
Renewal record at receive notice
DQ-09-Q-004
Revenue Operations
RO7B
DQ-09no other open unitalready seenno other open unit on the same line carries the same subject identifierEnterprise Data Warehouse5.7 daysHeldN. Ferreira
AD6B-1003
Record set at suspend disposition
DQ-09-Q-012
Administration
AD6B
DQ-09no other open unitalready seenno other open unit on the same line carries the same subject identifierEnterprise Data Warehouse5.6 daysHeldN. Ferreira
IT11B-1004
Cost line at draft finding
DQ-11-Q-008
Information Technology
IT11B
DQ-11the contract identifier resolvesno matching recordthe contract identifier resolves to an executed, in-term agreement in contract lifecycle managementContract Lifecycle Management5.1 daysHeldV. Marchetti
PR8A-1004
Requisition at guide to catalog
DQ-02-Q-010
Procurement & Source-to-Pay
PR8A
DQ-02supplier identifier resolves tono matching recordsupplier identifier resolves to an active, non-blocked record in the source-to-pay suiteSource-to-Pay Suite5.0 daysHeldK. Boateng
FI8A-1040
Control test at collect evidence
DQ-07-Q-003
Finance
FI8A
DQ-07tax code returned byout of rangetax code returned by the engine is valid for the ship-from and ship-to jurisdiction pair on the date of supplyIndirect Tax Engine4.9 daysHeldF. Aubert
HR6A-1043
Learning path at match curriculum
DQ-08-Q-011
Human Resources
HR6A
DQ-08the worker referenced holdsno matching recordthe worker referenced holds an active record in core human resources on the effective date of the changeCore HR and Payroll4.9 daysHeldS. Bergqvist
FI3C-1052
Report at detect
DQ-11-Q-006
Finance
FI3C
DQ-11the contract identifier resolvesno matching recordthe contract identifier resolves to an executed, in-term agreement in contract lifecycle managementContract Lifecycle Management4.7 daysHeldV. Marchetti
PR9A-1025
Invoice at post
DQ-03-Q-010
Procurement & Source-to-Pay
PR9A
DQ-03supplier plus invoice numberalready seensupplier plus invoice number plus gross amount has not been seen in the trailing 400 daysInvoice Capture and AP Automation4.3 daysHeldM. Okonjo
PR10A-1002
Payment run at remittance advice
DQ-10-Q-013
Procurement & Source-to-Pay
PR10A
DQ-10every source system theoutside windowevery source system the unit reads has synchronized within its committed freshness windowEnterprise Data Warehouse4.3 daysHeldN. Ferreira
AD2B-1016
Lease event at challenge
DQ-04-Q-001
Administration
AD2B
DQ-04value parses to aout of rangevalue parses to a positive decimal and the currency code appears in the group currency tableGroup ERP — Financials4.3 daysHeldD. Halvorsen
PR6B-1035
Supplier record at notify
DQ-03-Q-014
Procurement & Source-to-Pay
PR6B
DQ-03supplier plus invoice numberalready seensupplier plus invoice number plus gross amount has not been seen in the trailing 400 daysInvoice Capture and AP Automation4.2 daysHeldM. Okonjo
AD3C-1011
Expense report at locate travelers
DQ-07-Q-007
Administration
AD3C
DQ-07tax code returned byout of rangetax code returned by the engine is valid for the ship-from and ship-to jurisdiction pair on the date of supplyIndirect Tax Engine4.1 daysHeldF. Aubert
IT3C-1023
Device at swap
DQ-09-Q-006
Information Technology
IT3C
DQ-09no other open unitalready seenno other open unit on the same line carries the same subject identifierEnterprise Data Warehouse4.1 daysHeldN. Ferreira
PR6C-1056
Supplier record at notify owner
DQ-03-Q-004
Procurement & Source-to-Pay
PR6C
DQ-03supplier plus invoice numberalready seensupplier plus invoice number plus gross amount has not been seen in the trailing 400 daysInvoice Capture and AP Automation4.0 daysHeldM. Okonjo
GB2A-1053
Invoice at requisition
DQ-05-Q-011
AI GBS & Global Business Services
GB2A
DQ-05cost center exists inno matching recordcost center exists in planning and is open for the posting periodPlanning and Consolidation3.9 daysHeldD. Halvorsen
PR10A-1023
Payment run at optimize discount
DQ-10-Q-006
Procurement & Source-to-Pay
PR10A
DQ-10every source system theoutside windowevery source system the unit reads has synchronized within its committed freshness windowEnterprise Data Warehouse3.9 daysHeldN. Ferreira
HR3C-1006
Onboarding case at cohort day-1
DQ-08-Q-013
Human Resources
HR3C
DQ-08the worker referenced holdsno matching recordthe worker referenced holds an active record in core human resources on the effective date of the changeCore HR and Payroll3.6 daysHeldS. Bergqvist
IT3B-1004
Device at deploy
DQ-12-Q-009
Information Technology
IT3B
DQ-12the configuration item referencedemptythe configuration item referenced has an owning team recorded in the configuration databaseConfiguration Management Database3.5 daysHeldJ. Petrakis
LG2C-1053
Advisory matter at publish
DQ-05-Q-003
Legal
LG2C
DQ-05cost center exists inno matching recordcost center exists in planning and is open for the posting periodPlanning and Consolidation3.4 daysHeldD. Halvorsen
CS9C-1024
Quality review at score independently
DQ-15-Q-004
Customer Service
CS9C
DQ-15each field flagged asemptyeach field flagged as person-linked carries a classification label before the unit enters the lineEnterprise Data Warehouse3.0 daysHeldS. Bergqvist
PR5A-1014
Supplier contract at load obligations
DQ-03-Q-005
Procurement & Source-to-Pay
PR5A
DQ-03supplier plus invoice numberalready seensupplier plus invoice number plus gross amount has not been seen in the trailing 400 daysInvoice Capture and AP Automation2.9 daysHeldM. Okonjo
HR4A-1010
Case at tier-1 answer
DQ-08-Q-003
Human Resources
HR4A
DQ-08the worker referenced holdsno matching recordthe worker referenced holds an active record in core human resources on the effective date of the changeCore HR and Payroll2.9 daysHeldS. Bergqvist
PR10A-1046
Payment run at approve run
DQ-09-Q-005
Procurement & Source-to-Pay
PR10A
DQ-09no other open unitalready seenno other open unit on the same line carries the same subject identifierEnterprise Data Warehouse2.8 daysHeldN. Ferreira
PR9C-1013
Invoice at model accrual
DQ-03-Q-015
Procurement & Source-to-Pay
PR9C
DQ-03supplier plus invoice numberalready seensupplier plus invoice number plus gross amount has not been seen in the trailing 400 daysInvoice Capture and AP Automation2.8 daysHeldM. Okonjo
MK4A-1007
Content asset at fact verify
DQ-10-Q-015
Marketing
MK4A
DQ-10every source system theoutside windowevery source system the unit reads has synchronized within its committed freshness windowEnterprise Data Warehouse2.8 daysHeldN. Ferreira
GB9A-1010
Service review at monitor
DQ-11-Q-005
AI GBS & Global Business Services
GB9A
DQ-11the contract identifier resolvesno matching recordthe contract identifier resolves to an executed, in-term agreement in contract lifecycle managementContract Lifecycle Management2.7 daysHeldV. Marchetti
IT1B-1048
Ticket at reset
DQ-05-Q-004
Information Technology
IT1B
DQ-05cost center exists inno matching recordcost center exists in planning and is open for the posting periodPlanning and Consolidation2.5 daysHeldD. Halvorsen
PR3A-1018
Sourcing event at analyze bids
DQ-02-Q-003
Procurement & Source-to-Pay
PR3A
DQ-02supplier identifier resolves tono matching recordsupplier identifier resolves to an active, non-blocked record in the source-to-pay suiteSource-to-Pay Suite2.5 daysHeldK. Boateng
SL8B-1014
Partner deal at vet
DQ-10-Q-010
Sales
SL8B
DQ-10every source system theoutside windowevery source system the unit reads has synchronized within its committed freshness windowEnterprise Data Warehouse2.3 daysHeldN. Ferreira
IT8C-1029
Pipeline run at auto-review
DQ-12-Q-010
Information Technology
IT8C
DQ-12the configuration item referencedemptythe configuration item referenced has an owning team recorded in the configuration databaseConfiguration Management Database2.2 daysHeldJ. Petrakis
HR1A-1026
Plan scenario at map skills gap
DQ-07-Q-002
Human Resources
HR1A
DQ-07tax code returned byout of rangetax code returned by the engine is valid for the ship-from and ship-to jurisdiction pair on the date of supplyIndirect Tax Engine2.0 daysHeldF. Aubert
SC9C-1006
Promise at measure
DQ-14-Q-011
Supply Chain
SC9C
DQ-14received quantity is withinout of rangereceived quantity is within the agreed variance of ordered quantity for the material and supplierGroup ERP — Materials and Inventory47 hrHeldR. Nakamura
PR10A-1013
Payment run at approve run
DQ-03-Q-011
Procurement & Source-to-Pay
PR10A
DQ-03supplier plus invoice numberalready seensupplier plus invoice number plus gross amount has not been seen in the trailing 400 daysInvoice Capture and AP Automation42 hrHeldM. Okonjo
PR8B-1018
Requisition at sourcing check
DQ-03-Q-017
Procurement & Source-to-Pay
PR8B
DQ-03supplier plus invoice numberalready seensupplier plus invoice number plus gross amount has not been seen in the trailing 400 daysInvoice Capture and AP Automation41 hrHeldM. Okonjo
PR2A-1020
Spend line at enrich supplier
DQ-02-Q-006
Procurement & Source-to-Pay
PR2A
DQ-02supplier identifier resolves tono matching recordsupplier identifier resolves to an active, non-blocked record in the source-to-pay suiteSource-to-Pay Suite40 hrHeldK. Boateng
PR9C-1024
Invoice at post
DQ-06-Q-009
Procurement & Source-to-Pay
PR9C
DQ-06referenced purchase order existsno matching recordreferenced purchase order exists in materials management, is open, and remaining value covers the invoiceGroup ERP — Materials and Inventory31 hrHeldK. Boateng
SC6C-1029
Order line at inspect
DQ-14-Q-003
Supply Chain
SC6C
DQ-14received quantity is withinout of rangereceived quantity is within the agreed variance of ordered quantity for the material and supplierGroup ERP — Materials and Inventory31 hrHeldR. Nakamura
SL3C-1036
Lead at reason code
DQ-04-Q-004
Sales
SL3C
DQ-04value parses to aout of rangevalue parses to a positive decimal and the currency code appears in the group currency tableGroup ERP — Financials29 hrHeldD. Halvorsen
EN10B-1019
Finding at detect
DQ-05-Q-009
Engineering
EN10B
DQ-05cost center exists inno matching recordcost center exists in planning and is open for the posting periodPlanning and Consolidation28 hrHeldD. Halvorsen
IT4C-1039
Infrastructure change at run backup
DQ-10-Q-003
Information Technology
IT4C
DQ-10every source system theoutside windowevery source system the unit reads has synchronized within its committed freshness windowEnterprise Data Warehouse28 hrHeldN. Ferreira
RO8B-1043
Assignment at detect conflict
DQ-04-Q-003
Revenue Operations
RO8B
DQ-04value parses to aout of rangevalue parses to a positive decimal and the currency code appears in the group currency tableGroup ERP — Financials24 hrHeldD. Halvorsen
PR2A-1043
Spend line at publish
DQ-03-Q-013
Procurement & Source-to-Pay
PR2A
DQ-03supplier plus invoice numberalready seensupplier plus invoice number plus gross amount has not been seen in the trailing 400 daysInvoice Capture and AP Automation22 hrHeldM. Okonjo
SC6B-1026
Order line at schedule
DQ-04-Q-005
Supply Chain
SC6B
DQ-04value parses to aout of rangevalue parses to a positive decimal and the currency code appears in the group currency tableGroup ERP — Financials16 hrHeldD. Halvorsen
CS7B-1032
Claim at aggregate defects
DQ-01-Q-002
Customer Service
CS7B
DQ-01requester, value, materiality andemptyrequester, value, materiality and jurisdiction are all non-empty at intakeEnterprise Data Warehouse11 hrHeldN. Ferreira
PR5A-1014
Supplier contract at load obligations
DQ-06-Q-002
Procurement & Source-to-Pay
PR5A
DQ-06referenced purchase order existsno matching recordreferenced purchase order exists in materials management, is open, and remaining value covers the invoiceGroup ERP — Materials and Inventory9 hrHeldK. Boateng
PR11B-1020
Savings claim at flag variance
DQ-06-Q-012
Procurement & Source-to-Pay
PR11B
DQ-06referenced purchase order existsno matching recordreferenced purchase order exists in materials management, is open, and remaining value covers the invoiceGroup ERP — Materials and Inventory4 hrHeldK. Boateng

Which lines carry the intake burden

Quarantine volume by function, all time.

Procurement & Source-to-Pay57
Information Technology26
Human Resources22
Supply Chain13
Marketing8
AI GBS & Global Business Services8
Finance7
Administration7
Legal5
Revenue Operations4
Sales4
Customer Service4
Engineering3
Research & Development3

Actions

What is waiting on a person

Quarantine is a holding pen, not a decision. Every item below is work that stopped and is waiting for somebody to say what happens to it.

Operations

What this desk is allowed to start

A surface that only reports is not operable. This is the work this page can set in motion, and the bound it runs into.

Trigger and bound

This desk can start a rule run across a named batch, and it can move an item into quarantine. It cannot release an item, reject one, or change a threshold — releasing bad data is the whole risk this layer exists to manage, so it stays with a person.

Live observability

What the record shows right now

What happened to everything the rules have held.

Current distribution

171 items

Released4727%
In review2816%
Quarantined6739%
Rejected2917%

Is policy and strategy coming to fruition

Whether the written intent is holding here

14 of 16 rules are enforcing. 95 items are held and undecided.

Not holding on the record

The written intent is that no unchecked record reaches a downstream figure. 14 rules enforce that today and 2 only watch. The queue is the real test: 67 items are held with nobody assigned and 28 are open with somebody assigned, against 47 released and 29 rejected historically. A held item is not a failure of the rule — it is the rule working — but a held item nobody judges is a figure quietly missing its input.

What this page is, and what it is not

The gates, the expressions, the thresholds and the quarantine queue are real mechanisms. They run at the first station of every line and they hold work that fails. What they run against is the modeled feed described on the connector registry — connect a customer instance and the same gates run unchanged against real intake.

2 of the 16 gates are set to monitor rather than enforce. They are counted in the check totals but they stop nothing. That is a deliberate state for a gate whose false-positive rate has not yet been characterized, and it is shown rather than hidden behind an overall pass rate.

62 items have been held for more than seventy-two hours, the oldest for 9.1 days. A quarantine queue that ages without clearing is a queue that people have learned to route around, so the age is shown on every row and never averaged away.