LensReading which lens this session carries.
Customer Service/Intake & Routing

Sub-function

Intake & Routing

Owns contact work end to end inside Customer Service. Runs 3 lines across 16 stations, drains the repeatable share into the O2C tower, and holds 0 human gates.

orchestrator Intake Orchestratorhuman owner Director, Service Intake routes into o2c

Estate rating

AA

83 / 100

autonomy 84%cap 94%

The highest ceiling on the platform. Classification, entitlement and routing are fully machine-decidable and every misroute is self-correcting within one hop.

Agents

10

Lines

3

Units / wk

4,225

Timetable vs actual

7.6h → 8.2h

Cost / unit

$6.72

was $26

Run-rate saving

$4.3M

annualized at this volume

The 10 agents running this sub-function

Grouped by what they are for, not by where they sit. The agent org is process-shaped.

OrchestratorOwns the queue and arbitrates between desks.

Intake Orchestrator

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

ObserveA381 / 24h88%15% ovr$11/task

ceiling A4 · escalates to Escalates to Director, Service Intake when the unit falls outside the decision envelope or confidence drops below the floor.

AI GBSRuns the shared transaction spine.

Omnichannel Capture Agent

Runs the repeatable portion of intake & routing inside the shared transaction spine at spine cost and spine controls.

AI GBSA42,266 / 24h97%6% ovr$0.16/task

ceiling A4 · escalates to Escalates to Director, Service Intake when the unit falls outside the decision envelope or confidence drops below the floor.

Priority Scoring Agent

Runs the repeatable portion of intake & routing inside the shared transaction spine at spine cost and spine controls.

AI GBSA4876 / 24h95%3% ovr$0.41/task

ceiling A4 · escalates to Escalates to Director, Service Intake when the unit falls outside the decision envelope or confidence drops below the floor.

Routing Agent

Runs the repeatable portion of intake & routing inside the shared transaction spine at spine cost and spine controls.

AI GBSA41,523 / 24h96%2% ovr$0.06/task

ceiling A4 · escalates to Escalates to Director, Service Intake when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

Intent Classification Agent

Executes the intake & routing step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA42,273 / 24h97%4% ovr$0.37/task

ceiling A4 · escalates to Escalates to Director, Service Intake when the unit falls outside the decision envelope or confidence drops below the floor.

Language & Locale Agent

Executes the intake & routing step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA42,283 / 24h97%9% ovr$0.11/task

ceiling A4 · escalates to Escalates to Director, Service Intake when the unit falls outside the decision envelope or confidence drops below the floor.

Deflection Agent

Executes the intake & routing step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA4203 / 24h95%1% ovr$0.61/task

ceiling A4 · escalates to Escalates to Director, Service Intake when the unit falls outside the decision envelope or confidence drops below the floor.

PolicyAuthors and versions the binding rules.

Entitlement Check Agent

Holds the rules that bind every other agent in intake & routing. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA256 / 24h90%12% ovr$9.13/task

ceiling A4 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

Intake Policy Agent

Holds the rules that bind every other agent in intake & routing. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA2132 / 24h96%9% ovr$9.57/task

ceiling A4 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

ChallengerPaid to disagree before a human has to.

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.

StrategyA2119 / 24h88%4% ovr$1.49/task

ceiling A4 · escalates to Escalates when a ratified position is still running against a break condition it flagged.

Estate rating breakdown

Seven control dimensions. Judgment readiness runs against autonomy on purpose.

Control Coverage81
Evidence Quality87
Override Discipline90
Data Integrity80
Recovery Readiness94
Cost Transparency95
Judgment Readiness57

People

What the humans stopped doing, and what they do now.

headcount on this work39.420.4 FTE

Roles held flat; released hours absorbed volume growth rather than headcount reduction.

inference cost per unit$1.11

Lines running in this sub-function

Each line is a workflow. Click a line to walk it station by station.

13 clear4 evidenced0 held
CS1AContact to Routed CaseTransactional · 6 stations

Capture

1 live

Identify customer

2 live

Classify intent

1 live

Check entitlement

7 q

Score priority

39 q

Deflect or route

44 q

CS1BSelf-Service DeflectionTransactional · 5 stations

Capture

1 live

Match knowledge

2 live

Offer answer

12 q

Confirm resolved

3 live

Escalate on fail

26 q

CS1CSurge AbsorptionTransactional · 5 stations

Detect surge

2 live

Re-weight queues

3 live

Spin capacity

1 live

Notify workforce

44 q

Normalize

1 live

Strategy positions this sub-function holds

An agent that only executes is a robot. These are the calls it made, the argument against each one, and what would prove it wrong.

CS1-POS-100

Intake & Routing Operating Position

Supersededv4

Should contact work stay in the shared transaction spine, or come back inside the function where the context lives?

Hold the ceiling at A4 for intake & routing. The highest ceiling on the platform. Classification, entitlement and routing are fully machine-decidable and every misroute is self-correcting within one hop. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

67%

The challenge — Intake & Routing Challenger Agent

Intake & Routing Challenger Agent argues the recommendation leans on 4 quarters of data from a period with no volume shock. The confidence band overlaps the alternative, and the position does not say what it would take to be wrong. Recorded as a dissent, not a block.

Break conditions

  • ·Override rate rises above 16 percent for two consecutive months
  • ·Cost per contact stops falling while volume keeps rising
  • ·A control failure in this lane reaches a customer or a regulator

Evidence gaps

  • ·No external comparator on a like-for-like unit definition
  • ·Exception cases under $7k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$643k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$1780k to build controlsOverride rate is 5 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$417k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Intake Orchestratorratifier Director, Service Intake3 stated assumptions

Policy register

The rules the agents above are bound by. Version, owner, approver, and the agents each rule constrains.

RefRuleScopeOwner agentApproved byVersionStatus
CS1-POL-200

Intake & Routing Decision Envelope

Agents in this lane may act without a human when the contact 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.

binds 6 agents · APAC

envelopeEntitlement Check AgentDirector, Service Intakev2.1Active
CS1-POL-201

Intake & Routing Evidence Standard

Every 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.

binds 6 agents · EU · UK

evidenceEntitlement Check AgentDirector, Service Intakev1.0Active
CS1-POL-202

Intake & Routing Escalation Rule

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. Director, Service Intake owns the response clock.

binds 6 agents · APAC

escalationEntitlement Check AgentDirector, Service Intakev2.5Active
CS1-POL-203

Intake & Routing Autonomy Ceiling

The ceiling for this lane is 94 on the platform scale. The highest ceiling on the platform. Classification, entitlement and routing are fully machine-decidable and every misroute is self-correcting within one hop. The ceiling is a governance decision, not a technical limit, and only Director, Service Intake can propose moving it.

binds 6 agents · EU · UK · US

ceilingEntitlement Check AgentDirector, Service Intakev4.5Active