LensReading which lens this session carries.
Customer Service/Tier-2 Technical

Sub-function

Tier-2 Technical

Owns escalated case work end to end inside Customer Service. Runs 3 lines across 18 stations, drains the repeatable share into no shared tower, and holds 1 human gates.

orchestrator Tier-2 Technical Orchestratorhuman owner Director, Technical Supportno shared tower — judgment density too high

Estate rating

A

77 / 100

autonomy 68%cap 76%

Diagnosis and workarounds are agentic. Declaring a product defect commits engineering capacity and needs a human confirming the call.

Agents

10

Lines

3

Units / wk

7,356

Timetable vs actual

11.8h → 11.7h

Cost / unit

$8.57

was $25

Run-rate saving

$6.4M

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.

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.

ObserveA337 / 24h94%10% ovr$11/task

ceiling A3 · escalates to Escalates to Director, Technical Support when the unit falls outside the decision envelope or confidence drops below the floor.

TaskExecutes stations on a line.

Diagnostic Agent

Executes the tier-2 technical step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA31,213 / 24h95%5% ovr$0.49/task

ceiling A3 · escalates to Escalates to Director, Technical Support when the unit falls outside the decision envelope or confidence drops below the floor.

Log Analysis Agent

Executes the tier-2 technical step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA33,057 / 24h99%8% ovr$0.12/task

ceiling A3 · escalates to Escalates to Director, Technical Support when the unit falls outside the decision envelope or confidence drops below the floor.

Reproduction Agent

Executes the tier-2 technical step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA31,772 / 24h96%3% ovr$0.43/task

ceiling A3 · escalates to Escalates to Director, Technical Support when the unit falls outside the decision envelope or confidence drops below the floor.

Known-Error Match Agent

Executes the tier-2 technical step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA31,024 / 24h94%1% ovr$0.37/task

ceiling A3 · escalates to Escalates to Director, Technical Support when the unit falls outside the decision envelope or confidence drops below the floor.

Workaround Agent

Executes the tier-2 technical step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA32,782 / 24h96%8% ovr$0.34/task

ceiling A3 · escalates to Escalates to Director, Technical Support when the unit falls outside the decision envelope or confidence drops below the floor.

Engineering Handoff Agent

Executes the tier-2 technical step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA32,926 / 24h96%4% ovr$0.21/task

ceiling A3 · escalates to Escalates to Director, Technical Support when the unit falls outside the decision envelope or confidence drops below the floor.

Root Cause Narrative Agent

Executes the tier-2 technical step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA32,500 / 24h91%5% ovr$0.51/task

ceiling A3 · escalates to Escalates to Director, Technical Support when the unit falls outside the decision envelope or confidence drops below the floor.

PolicyAuthors and versions the binding rules.

Technical Escalation Policy Agent

Holds the rules that bind every other agent in tier-2 technical. Versions them, tests them against live decisions, and blocks work that breaches them.

PolicyA223 / 24h94%9% ovr$9.59/task

ceiling A3 · 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.

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.

StrategyA2122 / 24h91%9% ovr$7.50/task

ceiling A3 · 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 Coverage78
Evidence Quality75
Override Discipline92
Data Integrity77
Recovery Readiness76
Cost Transparency86
Judgment Readiness61

People

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

headcount on this work69.238.0 FTE

Redeployed into customer-facing escalation ownership.

inference cost per unit$1.69

Lines running in this sub-function

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

9 clear4 evidenced2 held
CS3AEscalated Case to FixTransactional · 7 stations

Receive

32 q

Diagnose

3 live

Analyze logs

1 live

Match known error

2 live

Apply workaround

5 q

Verify

9 q

Close

2 live

CS3BDefect HandoffTransactional · 6 stations

Confirm defect

2 live

Package evidence

1 live

Raise to engineering

1 live

Track

1 live

Verify fix

12 q

Notify customer

10 q

CS3CRecurring Issue AnalysisAnalytical · 5 stations

Cluster cases

25 q

Quantify impact

39 q

Draft findings

2 live

Review

4 q

Raise problem

11 q

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.

CS3-POS-100

Tier-2 Technical Operating Position

Rejectedv2

Where should the autonomy ceiling for tier-2 technical sit over the next four quarters, and what evidence would justify moving it?

Hold the ceiling at A3 for tier-2 technical. Diagnosis and workarounds are agentic. Declaring a product defect commits engineering capacity and needs a human confirming the call. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

89%

The challenge — Tier-2 Technical Challenger Agent

Tier-2 Technical Challenger Agent argues the recommendation leans on 5 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 12 percent for two consecutive months
  • ·Cost per escalated case stops falling while volume keeps rising
  • ·A control failure in this lane reaches a customer or a regulator

Evidence gaps

  • ·No independent test of the control evidence behind the touchless rate
Alternative consideredCostRiskVerdict
Hold the current position$119k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$381k to build controlsOverride rate is 14 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$683k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Tier-2 Technical Orchestratorratifier Director, Technical Support3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
CS3-POL-200

Tier-2 Technical Decision Envelope

Agents in this lane may act without a human when the escalated case 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 · Global · EU

envelopeTechnical Escalation Policy AgentDirector, Technical Supportv5.3Active
CS3-POL-201

Tier-2 Technical 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 · APAC

evidenceTechnical Escalation Policy AgentDirector, Technical Supportv5.2Active