LensReading which lens this session carries.
Sales/Solution & Proposal

Sub-function

Solution & Proposal

Owns proposal work end to end inside Sales. Runs 3 lines across 20 stations, drains the repeatable share into the O2C tower, and holds 4 human gates.

orchestrator Proposal Orchestratorhuman owner Director, Solution Consulting routes into o2c

Estate rating

BBB

74 / 100

autonomy 77%cap 84%

Configuration, drafting and compliance mapping are near-touchless. Bid/no-bid and any non-standard legal language stay human.

Agents

9

Lines

3

Units / wk

3,726

Timetable vs actual

5.8h → 7.2h

Cost / unit

$7.79

was $30

Run-rate saving

$4.3M

annualized at this volume

The 9 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.

Proposal Orchestrator

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

ObserveA345 / 24h91%15% ovr$11/task

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

AI GBSRuns the shared transaction spine.

Requirements Extraction Agent

Runs the repeatable portion of solution & proposal inside the shared transaction spine at spine cost and spine controls.

AI GBSA3671 / 24h95%2% ovr$0.32/task

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

Proposal Drafting Agent

Runs the repeatable portion of solution & proposal inside the shared transaction spine at spine cost and spine controls.

AI GBSA32,013 / 24h91%2% ovr$0.61/task

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

TaskExecutes stations on a line.

Solution Configuration Agent

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

WorkflowA3632 / 24h95%9% ovr$0.54/task

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

Reference Selection Agent

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

WorkflowA33,547 / 24h95%5% ovr$0.10/task

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

Pricing Assembly Agent

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

WorkflowA3796 / 24h93%2% ovr$0.50/task

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

Compliance Matrix Agent

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

WorkflowA31,632 / 24h98%7% ovr$0.27/task

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

ObserveWatches signals and watches the agents.

Proposal Quality Agent

Watches solution & proposal continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.

ObserveA3111 / 24h90%17% ovr$9.90/task

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

ChallengerPaid to disagree before a human has to.

Solution & Proposal Challenger Agent

Adversarial reviewer for solution & proposal. Argues the opposite case on every position and flags where the evidence does not carry the claim.

StrategyA245 / 24h96%7% ovr$1.36/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 Coverage74
Evidence Quality77
Override Discipline84
Data Integrity62
Recovery Readiness87
Cost Transparency84
Judgment Readiness52

People

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

headcount on this work38.125.8 FTE

Redeployed into data stewardship and evidence quality.

inference cost per unit$1.20

Lines running in this sub-function

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

14 clear2 evidenced2 held
SL5ARFP ResponseTransactional · 9 stations

Intake RFP

3 live

Extract requirements

42 q

Compliance matrix

1 live

Configure solution

2 live

Assemble pricing

43 q

Draft response

9 q

Legal check

1 live

Bid decision

1 live

Submit

36 q

SL5BStandard ProposalTransactional · 6 stations

Capture need

2 live

Configure

17 q

Price

2 live

Draft

2 live

Seller review

2 q

Send

35 q

SL5CReference & Proof PackTransactional · 5 stations

Match profile

3 live

Select references

1 live

Clear usage

0 q

Assemble pack

17 q

Deliver

1 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.

SL5-POS-100

Solution & Proposal Operating Position

Rejectedv2

Which parts of solution & proposal should deliberately stay human, and how do we defend that against a cost argument?

Hold the ceiling at A3 for solution & proposal. Configuration, drafting and compliance mapping are near-touchless. Bid/no-bid and any non-standard legal language stay human. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.

confidence

76%

The challenge — Solution & Proposal Challenger Agent

Solution & Proposal 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 15 percent for two consecutive months
  • ·Cost per proposal 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 $30k are sampled, not fully measured
Alternative consideredCostRiskVerdict
Hold the current position$271k run rateKnown and priced. Cedes ground if comparators move faster.live
Raise the ceiling one level now$1098k to build controlsOverride rate is 10 percent; raising the ceiling before that settles imports the error into production.rejected on evidence
Move the exception tail to the spine$267k transitionLoses local context. Rework risk on the cases that are hardest to recover.under review
authored by Proposal Orchestratorratifier Director, Solution Consulting3 stated assumptions

Policy register

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

RefRuleScopeOwner agentApproved byVersionStatus
SL5-POL-200

Solution & Proposal Decision Envelope

Agents in this lane may act without a human when the proposal 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 · LATAM · US

envelopeProposal OrchestratorDirector, Solution Consultingv1.2Active
SL5-POL-201

Solution & Proposal 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

evidenceProposal OrchestratorDirector, Solution Consultingv1.8Active
SL5-POL-202

Solution & Proposal 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, Solution Consulting owns the response clock.

binds 6 agents · APAC

escalationProposal OrchestratorDirector, Solution Consultingv3.2Active
SL5-POL-203

Solution & Proposal Autonomy Ceiling

The ceiling for this lane is 84 on the platform scale. Configuration, drafting and compliance mapping are near-touchless. Bid/no-bid and any non-standard legal language stay human. The ceiling is a governance decision, not a technical limit, and only Director, Solution Consulting can propose moving it.

binds 6 agents · EU · UK · US

ceilingProposal OrchestratorDirector, Solution Consultingv5.4Active