LensReading which lens this session carries.

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

0

Touchless

0%

Human review

0%

Override rate

0%

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

Eleven decomposed sub-functions, each with its own estate rating

Sub-functions

Customer Service, decomposed

Nobody automates a function.

Autonomy ceiling range

72%→94%

The binding constraint here is Quality & Coaching — capped at 72%.

Scoring at 100 percent coverage is a genuine agentic unlock.

Intake & Routing

Intake Orchestrator · human owner Director, Service Intake

AA

estate rating

Owns contact work end to end inside Customer Service.

autonomy now 84%ceiling 94%

The highest ceiling on the platform.

Units / wk

4,225

Agents

10

Lines

3

Cost / unit

$6.72

was $26

1 Orchestrator3 AI GBS3 Task2 Policy1 Challenger o2c
13 in time4 late0 late and material
17 live units
Tier-1 Resolution

Tier-1 Resolution Orchestrator · human owner Director, Tier-1 Service

A

estate rating

Owns case work end to end inside Customer Service.

autonomy now 81%ceiling 90%

Agents resolve the long tail end to end inside a value envelope.

Units / wk

3,499

Agents

10

Lines

3

Cost / unit

$15

was $44

1 Orchestrator3 AI GBS2 Task2 Policy1 Observe1 Challenger o2c
8 in time6 late1 late and material
15 live units
Tier-2 Technical

Tier-2 Technical Orchestrator · human owner Director, Technical Support

A

estate rating

Owns escalated case work end to end inside Customer Service.

autonomy now 68%ceiling 76%

Diagnosis and workarounds are agentic.

Units / wk

7,356

Agents

10

Lines

3

Cost / unit

$8.57

was $25

1 Orchestrator7 Task1 Policy1 Challenger
6 in time8 late1 late and material
15 live units
Case Management

Case Management Orchestrator · human owner Director, Service Operations

A

estate rating

Owns case work end to end inside Customer Service.

autonomy now 89%ceiling 92%

Lifecycle mechanics, SLA clocks and dedupe are pure state management.

Units / wk

15,863

Agents

10

Lines

3

Cost / unit

$4.01

was $16

1 Orchestrator2 AI GBS3 Task2 Observe1 Policy1 Challenger o2c
16 in time6 late0 late and material
22 live units
Knowledge Management

Knowledge Orchestrator · human owner Head of Knowledge Management

A

estate rating

Owns article work end to end inside Customer Service.

autonomy now 71%ceiling 80%

Drafting and localization are agentic.

Units / wk

8,585

Agents

10

Lines

3

Cost / unit

$13

was $43

1 Orchestrator2 Observe3 Task1 AI GBS1 Policy1 Strategy1 Challenger ai-ops
11 in time5 late1 late and material
17 live units
Field Service Dispatch

Dispatch Orchestrator · human owner Director, Field Service

A

estate rating

Owns field job work end to end inside Customer Service.

autonomy now 75%ceiling 86%

Matching, routing and rescheduling are optimization problems agents solve better than dispatchers.

Units / wk

14,926

Agents

10

Lines

3

Cost / unit

$18

was $50

1 Orchestrator3 AI GBS4 Task1 Policy1 Challenger m2d
12 in time3 late2 late and material
17 live units
Warranty & Returns

Warranty & Returns Orchestrator · human owner Director, Warranty & Returns

A

estate rating

Owns claim work end to end inside Customer Service.

autonomy now 84%ceiling 88%

Warranty validation and return authorization are rule-driven with strong fraud signals.

Units / wk

5,298

Agents

10

Lines

3

Cost / unit

$6.86

was $22

1 Orchestrator3 AI GBS3 Task2 Policy1 Challenger o2c
9 in time1 late1 late and material
11 live units
Voice of Customer

Voice of Customer Orchestrator · human owner Head of Customer Experience

BBB

estate rating

Owns feedback theme work end to end inside Customer Service.

autonomy now 78%ceiling 78%

Ingestion and theme extraction are agentic at full volume.

Units / wk

3,997

Agents

10

Lines

3

Cost / unit

$13

was $45

1 Orchestrator5 Task1 Observe1 Strategy1 Policy1 Challenger
6 in time1 late3 late and material
10 live units
Quality & Coaching

Quality Orchestrator · human owner Director, Service Quality

BBB

estate rating

Owns quality review work end to end inside Customer Service.

autonomy now 64%ceiling 72%

Scoring at 100 percent coverage is a genuine agentic unlock.

Units / wk

14,523

Agents

10

Lines

3

Cost / unit

$8.65

was $22

1 Orchestrator5 Task1 Observe2 Policy1 Challenger
10 in time4 late1 late and material
15 live units
Workforce Management

Workforce Management Orchestrator · human owner Director, Workforce Management

BBB

estate rating

Owns roster work end to end inside Customer Service.

autonomy now 82%ceiling 84%

Forecasting and intraday rebalancing are agentic.

Units / wk

6,810

Agents

10

Lines

3

Cost / unit

$3.33

was $11

1 Orchestrator6 Task1 Observe1 Policy1 Challenger
8 in time6 late1 late and material
15 live units
Service Analytics

Service Analytics Orchestrator · human owner Head of Service Analytics

A

estate rating

Owns analysis work end to end inside Customer Service.

autonomy now 54%ceiling 82%

Assembly and driver analysis are agentic end to end.

Units / wk

119

Agents

10

Lines

3

Cost / unit

$738

was $2K

1 Orchestrator2 AI GBS4 Task1 Strategy1 Policy1 Challenger data-analytics
3 in time2 late2 late and material
7 live units

How to read an estate rating

The rating is not a maturity badge.

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