Function cockpit

Customer Service

Agents resolve the routine. Humans hold the difficult conversations.

Autonomy0% / 82%

Phase: Phase 3 — Functional orchestration

Resolve common issues end to end across knowledge, billing, inventory and scheduling systems, while routing vulnerability, ambiguity and emotion to humans who can genuinely help.

Trust score

Touchless

Human review

Override rate

Capacity released

40-60% autonomous resolution initially, progressing only when repeat contact and outcomes stay strong

Accountable human

Chief Customer Officer

CoS agent: Customer Service Chief of Staff

Strategy, policy, observe, workflow, and AI GBS side by side

Five layers

What Customer Service actually runs

A function is not one thing. more

Strategy

14 agents

Agents that take positions, argue them, and get held to the outcome.

14 positions on the record

3 ratified, 1 in challenge

Policy

15 agents

The written rules every other agent is bound by, with version and owner.

31 binding rules

25 active, 6 superseded or retired

Observe

19 agents

Continuous sensing of the outside world and of the agents themselves.

19 watchers running

They watch the outside world and the agents themselves

Workflow

45 agents

Doing the work: lines, stations, and live units moving through them.

33 lines, 161 live units

13 held for a person right now

AI GBS

17 agents

Repeatable transaction processing run once for the whole enterprise.

4 shared towers

46 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.

Intake & Routing Operating Position

Superseded

Hold the ceiling at A4 for intake & routing. more

author Intake Orchestratorchallenged by Intake & Routing Challenger Agentratifier Director, Service Intakeconfidence 67%

Tier-1 Resolution Operating Position

Ratified

Hold the ceiling at A4 for tier-1 resolution. more

author Tier-1 Resolution Orchestratorchallenged by Tier-1 Resolution Challenger Agentratifier Director, Tier-1 Serviceconfidence 63%outcome held

Tier-2 Technical Operating Position

Rejected

Hold the ceiling at A3 for tier-2 technical. more

author Tier-2 Technical Orchestratorchallenged by Tier-2 Technical Challenger Agentratifier Director, Technical Supportconfidence 89%

Case Management Operating Position

Rejected

Hold the ceiling at A4 for case management. more

author Case Management Orchestratorchallenged by Case Management Challenger Agentratifier Director, Service Operationsconfidence 62%

Knowledge Doctrine Review

In challenge

Hold the ceiling at A3 for knowledge management. more

author Knowledge Doctrine Agentchallenged by Knowledge Management Challenger Agentratifier Head of Knowledge Managementconfidence 70%

Knowledge Management Operating Position

Superseded

Keep the repeatable article volume in the spine and pull the exception tail back into the function. more

author Knowledge Doctrine Agentchallenged by Knowledge Management Challenger Agentratifier Head of Knowledge Managementconfidence 88%

14 positions across 11 sub-functions. Open a sub-function to see dissent, alternatives considered, and break conditions.

Policy layer — what binds the agents

Versioned rules with an owning agent, a human approver, and the agents they constrain.

Intake & Routing Decision Envelope

vv2.1

Agents in this lane may act without a human when the contact sits inside the stated value, risk and confidence envelope. more

owner Entitlement Check Agentapproved by Director, Service IntakeAPACbinds 6 agents

Intake & Routing Evidence Standard

vv1.0

Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path. more

owner Entitlement Check Agentapproved by Director, Service IntakeEU · UKbinds 6 agents

Intake & Routing Escalation Rule

vv2.5

Escalation 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. more

owner Entitlement Check Agentapproved by Director, Service IntakeAPACbinds 6 agents

Intake & Routing Autonomy Ceiling

vv4.5

The ceiling for this lane is 94 on the platform scale. more

owner Entitlement Check Agentapproved by Director, Service IntakeEU · UK · USbinds 6 agents

Tier-1 Resolution Decision Envelope

vv5.8

Agents in this lane may act without a human when the case sits inside the stated value, risk and confidence envelope. more

owner Refund & Credit Agentapproved by Director, Tier-1 ServiceGlobalbinds 5 agents

Tier-1 Resolution Evidence Standard

vv3.1

Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path. more

owner Refund & Credit Agentapproved by Director, Tier-1 ServiceUS · Canadabinds 5 agents

31 rules in the register. An agent cannot act outside the version in force.

Workflow layer — the lines doing the work

Each line is a workflow. more

102 in time46 late13 late and material

Line	Sub-function	Kind	Units / wk	Touchless	Timetable	Actual	Stations
CS1A Contact to Routed Case	Intake & Routing	transactional	2,640	95%	1.6h	1.9h	6
CS1B Self-Service Deflection	Intake & Routing	transactional	463	92%	16.8h	13.0h	5
CS1C Surge Absorption	Intake & Routing	transactional	1,122	93%	18.0h	21.0h	5
CS2A Query to Resolution	Tier-1 Resolution	transactional	916	91%	13.0h	14.4h	6
CS2B Billing Dispute	Tier-1 Resolution	transactional	1,787	89%	3.5h	3.1h	6
CS2C Goodwill Credit	Tier-1 Resolution	transactional	796	89%	15.1h	17.1h	6
CS3A Escalated Case to Fix	Tier-2 Technical	transactional	5,568	70%	8.6h	7.3h	7
CS3B Defect Handoff	Tier-2 Technical	transactional	1,700	80%	16.1h	19.6h	6
CS3C Recurring Issue Analysis	Tier-2 Technical	analytical	88	53%	129.0h	133.6h	5
CS4A Case Lifecycle	Case Management	transactional	5,193	86%	24.1h	27.2h	7
CS4B Backlog Sweep	Case Management	transactional	2,856	90%	21.8h	18.7h	5
CS4C Reopen Handling	Case Management	transactional	7,814	96%	1.5h	1.2h	5
CS5A Gap to Published Article	Knowledge Management	transactional	1,401	84%	2.6h	3.2h	6
CS5B Freshness Cycle	Knowledge Management	transactional	7,182	74%	9.5h	9.8h	5
CS5C Knowledge Doctrine Review	Knowledge Management	judgment	2	49%	723.7h	655.4h	6
CS6A Job to Completion	Field Service Dispatch	transactional	5,851	84%	14.9h	16.8h	9
CS6B Same-day Re-optimization	Field Service Dispatch	transactional	5,732	84%	2.9h	3.2h	5
CS6C Parts Escalation	Field Service Dispatch	transactional	3,343	83%	10.0h	10.2h	5
CS7A Claim to Resolution	Warranty & Returns	transactional	2,755	91%	5.9h	4.5h	7
CS7B Supplier Recovery	Warranty & Returns	transactional	2,538	84%	25.7h	33.4h	5
CS7C Repair vs Replace Position	Warranty & Returns	judgment	5	53%	725.7h	799.8h	6
CS8A Feedback to Insight	Voice of Customer	analytical	12	57%	142.0h	154.5h	6
CS8B Detractor Closed Loop	Voice of Customer	transactional	3,980	82%	14.6h	18.0h	6
CS8C Experience Strategy Position	Voice of Customer	judgment	5	40%	858.7h	694.8h	6
CS9A Sample to Coaching Action	Quality & Coaching	transactional	8,078	72%	15.2h	11.8h	6
CS9B Compliance Screening	Quality & Coaching	transactional	6,388	68%	24.2h	30.4h	5
CS9C Calibration Cycle	Quality & Coaching	analytical	57	57%	49.9h	52.5h	5
CS10A Forecast to Schedule	Workforce Management	analytical	54	70%	169.7h	202.7h	6
CS10B Intraday Rebalance	Workforce Management	transactional	6,682	84%	1.4h	1.4h	5
CS10C Outsourcer Allocation	Workforce Management	analytical	74	71%	151.9h	188.7h	5
CS11A Period Service Review	Service Analytics	analytical	53	64%	153.4h	135.7h	6
CS11B Contact Driver Reduction	Service Analytics	analytical	61	58%	56.1h	44.4h	6
CS11C Cost-to-Serve Position	Service Analytics	judgment	5	48%	702.0h	707.7h	6

Observe layer — the watchers

Sensing agents and the agents that supervise other agents.

Intake Orchestrator

Owns the intake & routing lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

A388%

Intake & Routing Challenger Agent

Adversarial reviewer for intake & routing. Argues the opposite case on every position and flags where the evidence does not carry the claim.

A288%

Tier-1 Resolution Orchestrator

Owns the tier-1 resolution lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

A394%

Sentiment Monitor Agent

Watches tier-1 resolution continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

A495%

Tier-1 Resolution Challenger Agent

Adversarial reviewer for tier-1 resolution. Argues the opposite case on every position and flags where the evidence does not carry the claim.

A290%

Tier-2 Technical Orchestrator

Owns the tier-2 technical lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

A394%

Tier-2 Technical Challenger Agent

Adversarial reviewer for tier-2 technical. Argues the opposite case on every position and flags where the evidence does not carry the claim.

A291%

Case Management Orchestrator

Owns the case management lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.

A394%

AI GBS layer — the shared spine

Repeatable transaction processing does not belong to this function. more

Open towers

o2c28,885 units / wk routed

Intake & Routing · Tier-1 Resolution · Case Management · Warranty & Returns

ai-ops8,585 units / wk routed

Knowledge Management

m2d14,926 units / wk routed

Field Service Dispatch

data-analytics119 units / wk routed

Service Analytics

Stations running inside AI GBS

46 of 191 stations(24% of the function's stations)

Read this page as the honest answer to “what would an 80% agentic Customer Service 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