LensReading which lens this session carries.

AI GBS tower · H2R

Hire-to-Retire Tower

Every repeatable people transaction in the enterprise: payroll, time, benefits, employee data and statutory filing.

fed by Sales · RevOps · HR · AI GBS

Tx / week

126,636

Touchless

70%

Cost / tx

$10.26

was $28.80

Saving / yr

$122.1M

at current volume

Health

Is this tower holding

Four readings with a printed rule behind each. Attainment is only a commitment where a signed service level sits behind it.

SLA attainment

95%

at or above the 95% floor

Signed commitments

3

attainment has a counterparty and a penalty

Feeder base

4 functions

broad enough that unit cost is not hostage to one feeder

Governed feeder work

3 of 13

the rest run under a general standard, not a versioned rule

Operations

What the tower is running

The queues on the floor right now, where the money goes once inference is separated out, and the lanes carrying work in.

Queues running now

Work waiting inside the tower, and whether each queue is still inside its service window.

Straight through
103,842in window
Evidence posted for review
399in window
Human hold
147in window
Exception aged over 48h
9breached
SLA attainment95%

Cost to serve, after inference

The tower's unit cost is stated with model spend inside it, not alongside it.

Before

$28.80

per transaction, prior operating model

Now

$10.26

per transaction, all-in

Inference component

$2.13

21% of the current unit cost

Headcount before

483 FTE

Headcount now

317 FTE

Weekly cost avoided

$2.3M

volume held constant

Lanes into this tower

Every function line that pushes volume into the shared spine, with its own touchless rate and unit cost.

FunctionSub-functionLineTx / wkTouchlessCost / tx
Revenue OperationsTerritory & Comp OpsRO8A8,13977%$11.60
AI GBS & Global Business ServicesH2R Control TowerGB1B8,03584%$7.21
Human ResourcesTotal RewardsHR8B7,79862%$4.52
Human ResourcesTalent MobilityHR7A7,72667%$8.26
Human ResourcesOnboardingHR3B7,46184%$12.13
SalesIncentive CompensationSL11A7,38683%$6.59
AI GBS & Global Business ServicesH2R Control TowerGB1C7,34487%$7.21
AI GBS & Global Business ServicesH2R Control TowerGB1A7,32787%$7.21
SalesIncentive CompensationSL11B7,08978%$6.59
Revenue OperationsTerritory & Comp OpsRO8C6,70384%$11.60
Human ResourcesOnboardingHR3A6,48887%$12.13
Revenue OperationsTerritory & Comp OpsRO8B6,44680%$11.60
Human ResourcesLearning & DevelopmentHR6A6,40486%$19.23
Human ResourcesTotal RewardsHR8C6,30266%$4.52
Human ResourcesLearning & DevelopmentHR6B5,92576%$19.23
Human ResourcesTotal RewardsHR8A5,67768%$4.52
Human ResourcesTalent MobilityHR7B5,57765%$8.26
Human ResourcesHR AI-ITHR11A5,55572%$8.92
Human ResourcesExit ManagementHR9B4,55963%$19.34
Human ResourcesOnboardingHR3C4,54490%$12.13
Human ResourcesTalent AcquisitionHR2A4,22482%$5.91
Human ResourcesTalent AcquisitionHR2C3,47074%$5.91
AI GBS & Global Business ServicesH2R Control TowerGB1D2,82095%$7.21
Human ResourcesExit ManagementHR9A2,38261%$19.34

Actions

What this tower is asking a person to do

Ordered by size. Each figure is a live count from this tower's own queue and breach records.

Live observability

The commitments behind the number, and every miss against them

A tower dashboard that shows only attainment is a marketing surface. This is the signed commitment, who it was made to, what a miss costs, and every miss on record.

Signed service levels

3 commitments with a named counterparty

Hire-to-Retire first-pass yieldtarget 96% · attainment 96.4%

committed to Human Resources · review-overdue

No consequence attached. This level was written as a quality ambition during tower stand-up and never given a credit clause.

Hire-to-Retire case cycle timetarget 18 hrs · attainment 96.1%

committed to Human Resources, Administration · breached

A miss in any month returns 4% of that month's tower charge to the receiving function, calculated on the charged volume rather than on headcount.

Hire-to-Retire escalation responsetarget 60 min · attainment 95.9%

committed to Human Resources · breached

No clause. Response time is tracked and reported but carries no consequence.

Misses on record

7 breaches · 5 still open

BRC-0005remediation-open

The planning system returned partial result sets for two days without erroring, so the line processed an incomplete population and the shortfall was found at reconciliation.

missed by 4.3% · 892 units · source-system · Ravi Menon

BRC-0003closed

A credential rotation on the customer platform was not coordinated with the connector registry. Reads failed closed, which is the correct behavior and still produced a miss.

missed by 3.5% · 1,248 units · source-system · Sofia Lindqvist

BRC-0004unresolved

The miss was recorded and the month closed. No root cause was agreed and no owner was assigned, and the record was left open rather than tidied away.

missed by 2.7% · 2,354 units · unknown

BRC-0011remediation-open

Agent throughput was inside plan. The approval queue was not: two of the four named approvers were unavailable in the same week and no delegate had been nominated.

missed by 8.0% · 1,609 units · human-capacity · Ravi Menon

BRC-0002closed

A campaign launch pushed inbound volume past the point where agent throughput could absorb it without a second human review shift.

missed by 9.9% · 342 units · volume-surge · Daniel Okoye

BRC-0001remediation-open

Output accuracy on a narrow document class fell below the gate. The gate did its job. The commitment made no allowance for the gate doing its job.

missed by 7.7% · 2,326 units · model-degradation · Daniel Okoye

Is policy and strategy coming to fruition

Does the intent above this tower reach the transactions inside it

A tower executes; it does not decide. Counted per feeder sub-function, where each step only counts if the step before it did.

Governance chain on the feeder base

3 of 13 feeder sub-functions carry the full chain

Ratified position

3

a stance the leadership signed, not a draft

…and an active policy

3

a rule in force, with a version and an approver

…reaching a live workflow

3

the rule reaches something that actually runs

10 of the 13 feeder sub-functions routing work into this tower are executing at volume without the full chain behind them. They are held to a general standard rather than a rule with a version and an approver.

What this page is, and what it is not

Every reading is computed live from this tower's own records, which makes it exact and makes it narrow. Volumes, unit costs and attainment are modeled: none has been reconciled against an enterprise resource planning system, a payroll register or a service management tool. Attainment without a signed service level beside it is an internal reading, and this page labels it as one rather than presenting it as a commitment.