LensReading which lens this session carries.
Legal/Contract Lifecycle

Sub-function

Contract Lifecycle

Owns contract work end to end inside Legal. Runs 3 lines across 20 stations, drains the repeatable share into the LEGAL tower, and holds 5 human gates.

orchestrator Contract Lifecycle Orchestratorhuman owner Director, Commercial Contracts routes into legal

Estate rating

BBB

74 / 100

autonomy 74%cap 83%

In-policy paper is drafted, redlined and executed without a lawyer touching it. Anything off the fallback ladder routes to named counsel, because the exposure is contractual and permanent.

Agents

10

Lines

3

Units / wk

11,220

Timetable vs actual

7.0h → 7.4h

Cost / unit

$11

was $43

Run-rate saving

$18.7M

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.

Contract Lifecycle Orchestrator

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

ObserveA3135 / 24h96%6% ovr$13/task

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

AI GBSRuns the shared transaction spine.

Intake & Triage Agent

Runs the repeatable portion of contract lifecycle inside the shared transaction spine at spine cost and spine controls.

AI GBSA3486 / 24h93%6% ovr$0.15/task

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

Redline Comparison Agent

Runs the repeatable portion of contract lifecycle inside the shared transaction spine at spine cost and spine controls.

AI GBSA31,763 / 24h93%5% ovr$0.55/task

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

Obligation Extraction Agent

Runs the repeatable portion of contract lifecycle inside the shared transaction spine at spine cost and spine controls.

AI GBSA3579 / 24h96%5% ovr$0.07/task

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

TaskExecutes stations on a line.

Clause Library Agent

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

WorkflowA3706 / 24h95%8% ovr$0.49/task

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

First-Draft Agent

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

WorkflowA32,507 / 24h93%3% ovr$0.22/task

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

Signature & Execution Agent

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

WorkflowA33,974 / 24h92%3% ovr$0.51/task

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

PolicyAuthors and versions the binding rules.

Fallback Position Agent

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

PolicyA299 / 24h94%8% ovr$10/task

ceiling A3 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.

Contract Policy Agent

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

PolicyA294 / 24h87%5% ovr$9.35/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.

Contract Lifecycle Challenger Agent

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

StrategyA2140 / 24h92%8% ovr$3.20/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 Coverage76
Evidence Quality70
Override Discipline86
Data Integrity76
Recovery Readiness68
Cost Transparency82
Judgment Readiness59

People

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

headcount on this work69.635.3 FTE

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

inference cost per unit$3.18

Lines running in this sub-function

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

13 clear6 evidenced1 held
LG1AStandard AgreementTransactional · 9 stations

Intake

22 q

Triage

1 live

Select template

40 q

Draft

1 live

Counterparty redline

31 q

Auto-accept in-policy

3 live

Counsel review

9 q

Execute

38 q

Extract obligations

1 live

LG1BNon-standard AgreementTransactional · 7 stations

Intake

2 live

Risk classify

1 live

Counsel assign

7 q

Negotiate

1 live

Business approve

0 q

Counsel sign

2 live

Execute

36 q

LG1CObligation MonitoringTransactional · 4 stations

Extract

3 live

Calendar

1 live

Alert owner

2 live

Escalate breach risk

2 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.

LG1-POS-100

Contract Lifecycle Operating Position

Supersededv4

Where should the autonomy ceiling for contract lifecycle sit over the next four quarters, and what evidence would justify moving it?

Hold the ceiling at A3 for contract lifecycle. In-policy paper is drafted, redlined and executed without a lawyer touching it. Anything off the fallback ladder routes to named counsel, because the exposure is contractual and permanent. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

62%

The challenge — Contract Lifecycle Challenger Agent

Contract Lifecycle 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 contract 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 $18k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$361k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$524k 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$135k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Contract Lifecycle Orchestratorratifier Director, Commercial Contracts3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
LG1-POL-200

Contract Lifecycle Decision Envelope

Agents in this lane may act without a human when the contract 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 · EU · UK · US

envelopeFallback Position AgentDirector, Commercial Contractsv3.8under review
LG1-POL-201

Contract Lifecycle 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 · US · Canada

evidenceFallback Position AgentDirector, Commercial Contractsv3.2Active