Prove · baseline BL-094

Master Data Management

Master Data Management, all regions, as run before the agents were switched on. Owner at the time of measurement: Head of Master Data.

Baseline register

Status

Locked and signed

confidence 0.80

Cost per unit

$17.76

124,345 units in the window

Cycle time

16.4 hrs

pre-agent, measured end to end

Quality

88.3%

service level attainment

Claimed on this baseline

$4.73m

$2.34m independently verified

Posted to the ledger

3 of 5

cash lines with a journal reference

How it was measured

Invoice reconstruction

Method

Invoice reconstruction

Method note

Vendor invoices, contractor timesheets and purchase orders re-added for the window and tied back to the posted ledger balance.

Window

FY24 Q4, thirteen weeks

Sample

11,191

Confidence in the method

0.80

Sign-off

Who accepted this as the number to beat

Status

Locked and signed

Signed by

Sofia Lindqvist

Role

Finance Business Partner, Operations

Signed

18.8 months ago

Caveat carried with the number

Locked and signed. The window is a full quarter and the method leaves an audit trail that can be re-performed.

Where the benefit lands

Account and cost center this baseline reconciles to

General ledger account

6500 · Outsourced services, shared centers

Managed-service fees for the shared towers. Volume-priced, so a throughput change moves this account within one billing cycle.

Corporate GL · Third party · owner Sofia Lindqvist, Finance Business Partner, Operations

Cost center

CC-5030 · AI GBS, function line

Global · owner Sofia Lindqvist · annual budget $33.34m

AI GBS & Global Business Servicesfunction view EV-BL-094evidence chain

Benefit lines resting on this baseline

5 lines · $4.73m claimed · $4.20m realized · $2.34m verified

Period	Category	Claimed	Realized	Verified	Status	Variance	Journal
FY25 Q3	Outsourced cost	$610.0k	$591.7k	not verified	Not verified	Scope Scope drifted after the baseline was signed. The added work is real but it is not this baseline.	not posted
FY25 Q4	Outsourced cost	$885.9k	$788.5k	$654.4k	Partly verified	Rate The blended labor rate used in the claim sits above the rate actually charged to the cost center.	JV-2025Q4-0182
FY26 Q1	Outsourced cost	$1.13m	$827.0k	$669.8k	Partly verified	Rate The blended labor rate used in the claim sits above the rate actually charged to the cost center.	JV-2026Q1-0183
FY26 Q2	Outsourced cost	$1.35m	$1.24m	$1.02m	Partly verified	Unexplained Internal audit could not trace part of the realized figure to a driver. The untraced amount stays in the variance column.	JV-2026Q2-0184
FY26 Q3	Outsourced cost	$755.2k	$755.2k	not verified	Period open	Period open The period is not closed. The realized figure is a run rate, not a result, and nothing in it has been verified.	not posted

What this record is, and what it is not

A benefit realization ledger reconciled to a general ledger needs the customer’s actual baseline figures and account structure. Modeled numbers demonstrate the instrument and prove nothing about the business case.

The measurement window ran FY24 Q4, thirteen weeks over a sample of 11,191. That sample size is on the page because a baseline drawn from twelve cases and one drawn from forty thousand are not the same instrument, and averaging them into a single confidence figure would hide which one you are looking at.

3 of 5 cash lines resting on this baseline carry a journal reference. A benefit line with no journal reference has not touched the general ledger, so it is shown as claimed rather than counted as realized cash.