LensReading which lens this session carries.
Legal/Employment Legal

Sub-function

Employment Legal

Owns employment matter work end to end inside Legal. Runs 3 lines across 19 stations, drains the repeatable share into the LEGAL tower, and holds 5 human gates.

orchestrator Employment Legal Orchestratorhuman owner Associate General Counsel, Employment routes into legal

Estate rating

BB

65 / 100

autonomy 51%cap 56%

The lowest ceiling in the entire estate alongside Litigation. Employment law is jurisdiction-specific and personally consequential; agents prepare, qualified counsel always decides.

Agents

8

Lines

3

Units / wk

10,567

Timetable vs actual

18.5h → 18.1h

Cost / unit

$22

was $43

Run-rate saving

$11.7M

annualized at this volume

The 8 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.

Employment Legal Orchestrator

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

ObserveA1134 / 24h96%10% ovr$3.26/task

ceiling A1 · escalates to Escalates to Associate General Counsel, Employment when the unit falls outside the decision envelope or confidence drops below the floor.

AI GBSRuns the shared transaction spine.

ER Case Advisory Agent

Runs the repeatable portion of employment legal inside the shared transaction spine at spine cost and spine controls.

AI GBSA1798 / 24h98%5% ovr$0.58/task

ceiling A1 · escalates to Escalates to Associate General Counsel, Employment when the unit falls outside the decision envelope or confidence drops below the floor.

Works Council Agent

Runs the repeatable portion of employment legal inside the shared transaction spine at spine cost and spine controls.

AI GBSA11,123 / 24h94%5% ovr$0.33/task

ceiling A1 · escalates to Escalates to Associate General Counsel, Employment when the unit falls outside the decision envelope or confidence drops below the floor.

PolicyAuthors and versions the binding rules.

Jurisdiction Rules Agent

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

PolicyA118 / 24h91%11% ovr$14/task

ceiling A1 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

Employment Policy Agent

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

PolicyA1103 / 24h91%13% ovr$3.68/task

ceiling A1 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

TaskExecutes stations on a line.

Termination Risk Agent

Executes the employment legal step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA14,179 / 24h98%2% ovr$0.47/task

ceiling A1 · escalates to Escalates to Associate General Counsel, Employment when the unit falls outside the decision envelope or confidence drops below the floor.

Settlement Drafting Agent

Executes the employment legal step it owns, posts its evidence, and hands the unit to the next stage.

WorkflowA13,435 / 24h93%3% ovr$0.26/task

ceiling A1 · escalates to Escalates to Associate General Counsel, Employment when the unit falls outside the decision envelope or confidence drops below the floor.

ChallengerPaid to disagree before a human has to.

Employment Legal Challenger Agent

Adversarial reviewer for employment legal. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA255 / 24h95%15% ovr$1.60/task

ceiling A1 · 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 Coverage52
Evidence Quality69
Override Discipline76
Data Integrity71
Recovery Readiness60
Cost Transparency69
Judgment Readiness62

People

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

headcount on this work51.936.5 FTE

Redeployed into control design and independent testing.

inference cost per unit$6.36

Lines running in this sub-function

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

5 clear4 evidenced1 held
LG8AEmployment AdvisoryTransactional · 6 stations

Intake

4 q

Jurisdiction check

13 q

Retrieve precedent

2 live

Draft advice

2 live

Counsel review

1 q

Deliver

34 q

LG8BTermination ClearanceTransactional · 6 stations

Receive pack

26 q

Risk score

1 live

Jurisdiction test

3 live

Counsel decision

7 q

Clear or hold

5 q

Record

22 q

LG8CCollective ConsultationJudgment · 7 stations

Frame

16 q

Map obligations

1 live

Model sequence

9 q

Draft plan

45 q

Challenge

1 live

Counsel ratify

2 q

Works council

2 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.

LG8-POS-100

Collective Consultation

Supersededv4

Is the current cost per employment matter defensible against external comparators once inference spend is counted in full?

Hold the ceiling at A1 for employment legal. The lowest ceiling in the entire estate alongside Litigation. Employment law is jurisdiction-specific and personally consequential; agents prepare, qualified counsel always decides. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

78%

The challenge — Employment Legal Challenger Agent

Employment Legal Challenger Agent argues the recommendation leans on 2 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 14 percent for two consecutive months
  • ·Cost per employment matter 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 $22k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$247k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$1563k to build controlsOverride rate is 8 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$790k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Employment Legal Orchestratorratifier Associate General Counsel, Employment3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
LG8-POL-200

Employment Legal Decision Envelope

Agents in this lane may act without a human when the employment matter 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 4 agents · US · Canada

envelopeJurisdiction Rules AgentAssociate General Counsel, Employmentv3.5Active
LG8-POL-201

Employment Legal 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 4 agents · US · Canada

evidenceJurisdiction Rules AgentAssociate General Counsel, Employmentv5.3Active