Function cockpit
AI GBS & Global Business Services
One front door for the enterprise. The digital-workforce factory.
Phase: Phase 4 — Governed autonomy
Operate shared services as an enterprise control tower and digital-workforce factory: intake, routing, standard execution, queue balance and evidence packaging are agent work; service design, sourcing strategy and control acceptance remain human.
Trust score
0
Touchless
0%
Human review
0%
Override rate
0%
Capacity released
30-50% released operating capacity across mature services; selected transactional workflows higher
Accountable human
Head of Global Business Services
CoS agent: GBS Chief of Staff
Strategy, policy, observe, workflow, and AI GBS side by side
Five layers
What AI GBS & Global Business Services actually runs
A function is not one thing. It sets direction, writes the rules it is bound by, watches the world and itself, does the work on lines, and pushes repeatable transactions into a shared spine. Agents work in all five — not just the last two.
Strategy
20 agents
Agents that take positions, argue them, and get held to the outcome.
15 positions on the record
5 ratified, 5 in challenge
Policy
16 agents
The written rules every other agent is bound by, with version and owner.
33 binding rules
29 active, 4 superseded or retired
Observe
21 agents
Continuous sensing of the outside world and of the agents themselves.
21 watchers running
They watch the outside world and the agents themselves
Workflow
39 agents
Doing the work: lines, stations, and live units moving through them.
39 lines, 203 live units
16 held for a person right now
AI GBS
23 agents
Repeatable transaction processing run once for the whole enterprise.
6 shared towers
108 stations on this function run inside AI GBS
Strategy layer — positions on the record
Every position names its author, the agent paid to argue against it, and the conditions that would break it.
H2R Control Tower Operating Position
RatifiedHold the ceiling at A4 for h2r control tower. The tower processes at scale with deterministic rules. Payroll disbursement keeps a dual human approval because an error is unrecoverable within the pay cycle. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
S2P Control Tower Operating Position
In challengeHold the ceiling at A4 for s2p control tower. Three-way match and invoice capture are the most mature agentic transactions in the enterprise. Bank detail changes hold a human gate — that is where the fraud is. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
O2C Control Tower Operating Position
In challengeHold the ceiling at A4 for o2c control tower. Matching, billing and dunning are fully agentic. Credit holds on strategic accounts and write-offs above threshold are human decisions with revenue consequences. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
R2R Control Tower Operating Position
SupersededHold the ceiling at A4 for r2r control tower. Reconciliation and accrual mechanics run agentic. The close sign-off is a personal attestation by a named officer and will never be delegated to an agent. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
Service Catalog & Intake Operating Position
SupersededHold the ceiling at A4 for service catalog & intake. Intake and routing are pure classification. Adding a service to the catalog commits delivery capacity and holds an approval. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
Global Process Design Position
SupersededHold the ceiling at A2 for global process ownership. Mining and variant detection are agentic. Mandating one global process overrides local judgment across jurisdictions and needs a human process owner to carry it. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
Policy layer — what binds the agents
Versioned rules with an owning agent, a human approver, and the agents they constrain.
H2R Control Tower Decision Envelope
vv5.0Agents in this lane may act without a human when the payroll transaction sits inside the stated value, risk and confidence envelope. Outside it, the unit holds at a gate with a named approver and a running clock.
H2R Control Tower Evidence Standard
vv4.7Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path. An action with no evidence record is treated as a control failure, not a fast decision.
S2P Control Tower Decision Envelope
vv1.4Agents in this lane may act without a human when the invoice sits inside the stated value, risk and confidence envelope. Outside it, the unit holds at a gate with a named approver and a running clock.
S2P Control Tower Evidence Standard
vv1.2Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path. An action with no evidence record is treated as a control failure, not a fast decision.
S2P Control Tower Escalation Rule
vv2.2Escalation is mandatory when confidence falls below the floor, when two options sit inside the confidence band, or when a break condition on a ratified position fires. Tower Lead, Source-to-Pay owns the response clock.
S2P Control Tower Autonomy Ceiling
vv4.1The ceiling for this lane is 93 on the platform scale. Three-way match and invoice capture are the most mature agentic transactions in the enterprise. Bank detail changes hold a human gate — that is where the fraud is. The ceiling is a governance decision, not a technical limit, and only Tower Lead, Source-to-Pay can propose moving it.
Workflow layer — the lines doing the work
Each line is a workflow. Each station is a stage. Each unit is a live piece of work.
| Line | Sub-function | Kind | Units / wk | Touchless | Timetable | Actual | Stations |
|---|---|---|---|---|---|---|---|
| GB1A Payroll Cycle | H2R Control Tower | transactional | 7,327 | 87% | 19.1h | 21.4h | 9 |
| GB1B Employee Data Change | H2R Control Tower | transactional | 8,035 | 84% | 14.6h | 15.2h | 6 |
| GB1C Time & Absence Cycle | H2R Control Tower | transactional | 7,344 | 87% | 18.3h | 22.9h | 6 |
| GB1D Benefits Enrollment | H2R Control Tower | transactional | 2,820 | 95% | 13.1h | 11.3h | 6 |
| GB2A Requisition to PO | S2P Control Tower | transactional | 2,712 | 90% | 21.9h | 26.4h | 6 |
| GB2B Invoice to Pay | S2P Control Tower | transactional | 6,072 | 97% | 12.0h | 12.8h | 8 |
| GB2C Supplier Onboarding | S2P Control Tower | transactional | 6,883 | 95% | 17.8h | 14.8h | 5 |
| GB2D Payment Integrity Sweep | S2P Control Tower | transactional | 4,719 | 96% | 2.0h | 2.0h | 5 |
| GB3A Order to Invoice | O2C Control Tower | transactional | 7,641 | 94% | 12.7h | 10.4h | 7 |
| GB3B Cash Application | O2C Control Tower | transactional | 7,036 | 93% | 13.7h | 16.8h | 5 |
| GB3C Collections Cycle | O2C Control Tower | transactional | 7,557 | 87% | 6.7h | 6.7h | 6 |
| GB3D Dispute to Resolution | O2C Control Tower | transactional | 733 | 95% | 5.7h | 5.3h | 6 |
| GB4A Period Close | R2R Control Tower | transactional | 7,935 | 89% | 25.0h | 19.9h | 10 |
| GB4B Balance Sheet Reconciliation | R2R Control Tower | transactional | 6,463 | 91% | 5.7h | 4.8h | 5 |
| GB4C Intercompany Settlement | R2R Control Tower | transactional | 5,336 | 83% | 6.7h | 7.5h | 5 |
| GB4D Disclosure Drafting | R2R Control Tower | analytical | 14 | 66% | 219.9h | 240.0h | 5 |
| GB5A Request to Tower | Service Catalog & Intake | transactional | 6,982 | 88% | 8.8h | 7.2h | 5 |
| GB5B Catalog Item Change | Service Catalog & Intake | transactional | 3,413 | 94% | 13.3h | 15.3h | 5 |
| GB5C Off-catalog Demand | Service Catalog & Intake | transactional | 8,124 | 90% | 14.4h | 17.0h | 4 |
| GB6A Variant to Standard | Global Process Ownership | analytical | 86 | 54% | 138.1h | 142.9h | 7 |
| GB6B Control Design Review | Global Process Ownership | analytical | 18 | 43% | 42.6h | 34.6h | 5 |
| GB6C Global Process Design Position | Global Process Ownership | judgment | 2 | 26% | 392.1h | 495.5h | 7 |
| GB7A Idea to Production | Automation Factory | transactional | 6,593 | 73% | 22.1h | 16.9h | 9 |
| GB7B Regression Response | Automation Factory | transactional | 2,123 | 81% | 21.1h | 22.5h | 6 |
| GB7C Portfolio Rebalance | Automation Factory | analytical | 67 | 68% | 203.1h | 187.0h | 5 |
| GB7D Automation Portfolio Position | Automation Factory | judgment | 5 | 50% | 417.3h | 543.5h | 6 |
| GB8A Create to Golden Record | Master Data Management | transactional | 6,329 | 87% | 5.7h | 7.3h | 7 |
| GB8B Quality Remediation | Master Data Management | transactional | 2,490 | 87% | 13.5h | 17.1h | 5 |
| GB8C Hierarchy Change | Master Data Management | transactional | 746 | 80% | 5.7h | 4.9h | 5 |
| GB9A SLA Watch to Action | Service Delivery Management | transactional | 7,573 | 72% | 2.7h | 3.5h | 5 |
| GB9B Monthly Service Review | Service Delivery Management | analytical | 27 | 56% | 135.3h | 149.5h | 5 |
| GB9C Estate Health Assessment | Service Delivery Management | analytical | 39 | 47% | 49.7h | 45.1h | 6 |
| GB9D Service Delivery Model Position | Service Delivery Management | judgment | 2 | 35% | 750.7h | 835.7h | 6 |
| GB10A Signal to Improvement | Continuous Improvement | analytical | 7 | 57% | 200.3h | 171.0h | 7 |
| GB10B Idea to Backlog | Continuous Improvement | transactional | 3,445 | 73% | 14.8h | 14.3h | 5 |
| GB10C Benefit Verification | Continuous Improvement | analytical | 79 | 61% | 212.7h | 199.4h | 5 |
| GB11A Period Cost-to-Serve | Cost-to-Serve Management | analytical | 9 | 66% | 140.5h | 136.6h | 7 |
| GB11B Chargeback Run | Cost-to-Serve Management | transactional | 8,122 | 88% | 19.8h | 19.2h | 5 |
| GB11C Automation Economics Position | Cost-to-Serve Management | judgment | 2 | 52% | 286.8h | 223.7h | 7 |
Observe layer — the watchers
Sensing agents and the agents that supervise other agents.
Hire-to-Retire Tower Orchestrator
Owns the h2r control tower lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
Employee Data Integrity Agent
Watches h2r control tower continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.
H2R Control Tower Challenger Agent
Adversarial reviewer for h2r control tower. Argues the opposite case on every position and flags where the evidence does not carry the claim.
Source-to-Pay Tower Orchestrator
Owns the s2p control tower lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
S2P Control Tower Challenger Agent
Adversarial reviewer for s2p control tower. Argues the opposite case on every position and flags where the evidence does not carry the claim.
Order-to-Cash Tower Orchestrator
Owns the o2c control tower lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
O2C Control Tower Challenger Agent
Adversarial reviewer for o2c control tower. Argues the opposite case on every position and flags where the evidence does not carry the claim.
Record-to-Report Tower Orchestrator
Owns the r2r control tower lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
AI GBS layer — the shared spine
Repeatable transaction processing does not belong to this function. It runs once for the enterprise.
H2R Control Tower
S2P Control Tower
O2C Control Tower
R2R Control Tower · Cost-to-Serve Management
Service Catalog & Intake · Automation Factory · Service Delivery Management · Continuous Improvement
Master Data Management
Stations running inside AI GBS
108 of 234 stations(46% of the function's stations)
Read this page as the honest answer to “what would an 80% agentic AI GBS & Global Business Services look like?” The strategy and policy layers are where the argument happens. The workflow and AI GBS layers are where the volume goes. The observe layer is the only reason the other four can be trusted.
Sub-function breakdown