Agami Insights

Infor M3 custom fields data warehouse: the item master lands complete with no customer-defined field, while the values sit in CUGEX1 behind a literal table name in a column called FILE

In Infor M3, Your Custom Fields Are Rows in a Table Called CUGEX1

Infor M3 keeps every customer-defined field in CUGEX1, found by matching the extended table's name in a column called FILE. The semantic model declares that join and its mandatory filter.

Oracle EBS org_id in your warehouse: a session variable sets the operating unit and a view filters on it, while a replication has no session and lands every unit in one table

Oracle EBS Secured Every Operating Unit in a Session Variable. Your Warehouse Copied the Table.

Oracle partitions EBS by operating unit through a view reading a session variable. A warehouse has no session, so every unit lands in one table. The semantic model makes org_id a required dimension.

Kantata data warehouse hours by client: workspace_association has two columns and both are the primary key, so a project in three groups has its hours counted three times

The Kantata Link Table That Counts the Same Hour Once Per Group

Kantata has no client table. A client is a group with a box ticked, a project can sit in several, and the obvious join counts its hours under each. The semantic model declares the path that totals.

Autodesk Construction Cloud issue status values land beside four other vocabularies: RFI codes, submittal numbers, hyphenated step states and an asset UUID, one foreign key among them

Eighteen Autodesk Construction Cloud Tables Carry a Status Column. One Is a Foreign Key.

An open issue is the string open. An open submittal item is the string 2. An open asset is a UUID. Five modules, five status vocabularies, and the semantic model is where all five get declared.

Ivanti Neurons for ITSM data warehouse: Server, Workstation, Printer and Contract are separate business objects in Ivanti, but all 35 kinds land as rows in one ci table, keyed by citype

How to Count Servers in Ivanti When Your Warehouse Has No Server Table

Ivanti shows a server, a printer, and a vendor contract as separate business objects. The warehouse lands all 35 kinds in one ci table where Server is a value. The semantic model makes it the filter.

ukg combined pay codes in your warehouse: a Grand Overtime row sits in employee_time_card_actual_total beside the Overtime and Double Time rows it sums, flagged combined

UKG's Combined Pay Codes Land in Your Warehouse Beside the Hours They Sum

A combined pay code is the total of several pay codes, and it lands as a row beside the rows it sums. Add up the hours column and those hours count twice. The semantic model draws the line once.

certinia data warehouse: a week crossing a month is one row in pse_timecard_header_c and two in pse_timecard_c, and the header's total hours column is a formula Fivetran drops

In Your Certinia Warehouse, the Table Named Timecard Is Not the Timecard

A Certinia timecard is a week, and its total is a formula that never lands. The table the API calls Timecard is the child. The semantic model records which one is the week.

clio data warehouse: the activities table holds seconds on a time entry and a unit count on an expense in one quantity column, and the column documented as hours is optional

Clio Stores Billable Time in Seconds. The Column Named Hours Is Optional.

In a replicated Clio activities table, quantity is seconds on a time entry and a unit count on an expense. The semantic model holds the unit and the row filter that every Clio screen applies for you.

maximo workorder table tasks: one work order and its five tasks land as six rows in WORKORDER, and Work Order Tracking counts one

One Maximo Work Order, Five Tasks, Six Rows

A replicated Maximo WORKORDER table holds every task and every closed record beside the work orders. The semantic model holds the filter Work Order Tracking applies.

canvas data 2 enrollments count students per course: five enrollment rows, two real students, one of them in two sections, and a Test Student from Student View

The Canvas Student Who Doesn't Exist, and the Two Rows for the One Who Does

A Canvas Data 2 enrollments row is a user in a section in a role, and one of them is Test Student. The semantic model holds the class size Canvas computes in code.

query dynamics 365 finance data with ai: a posted ledger line holds every dimension behind one integer, and the readable 145-A string is a department on one row and a cost center on the next

Dynamics 365 Finance Keeps Every Dimension Behind One Integer. The Semantic Model Decodes It.

Every financial dimension of a posted Dynamics 365 Finance ledger line sits behind one integer, and the column that decodes it exists only in your tenant. The semantic model names the column.

text to sql accuracy: 91.2% on Spider 1.0 with declared foreign keys against 21.3% on Spider 2.0 built from real enterprise warehouses, the same code agent on both

Why Text-to-SQL Accuracy Slips from 91.2% to 21.3% on Real Company Data

Text-to-SQL scores 91.2% on the benchmark everyone quotes and 21.3% on the one built from enterprise warehouses. The gap is implicit joins, and a semantic model is where they get declared.