Sub-function
Negotiation & Award
Owns negotiation work end to end inside Procurement & Source-to-Pay. Runs 3 lines across 18 stations, drains the repeatable share into no shared tower, and holds 4 human gates.
Estate rating
BBB
72 / 100
Agents build the negotiation position including a modeled view of the supplier side. The walk-away point and the award are human commitments.
Agents
8
Lines
3
Units / wk
4,437
Timetable vs actual
7.6h → 7.5h
Cost / unit
$5.38
was $13
Run-rate saving
$1.7M
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.
Negotiation Orchestrator
Owns the negotiation & award lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
ceiling A2 · escalates to Escalates to VP Sourcing when the unit falls outside the decision envelope or confidence drops below the floor.
Negotiation Prep Agent
Executes the negotiation & award step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A2 · escalates to Escalates to VP Sourcing when the unit falls outside the decision envelope or confidence drops below the floor.
Concession Modeling Agent
Executes the negotiation & award step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A2 · escalates to Escalates to VP Sourcing when the unit falls outside the decision envelope or confidence drops below the floor.
Term Comparison Agent
Executes the negotiation & award step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A2 · escalates to Escalates to VP Sourcing when the unit falls outside the decision envelope or confidence drops below the floor.
Award Documentation Agent
Executes the negotiation & award step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A2 · escalates to Escalates to VP Sourcing when the unit falls outside the decision envelope or confidence drops below the floor.
Counterparty Position Agent
Authors positions on negotiation & award. Frames the question, models the options, and writes a recommendation a human can ratify or reject.
ceiling A2 · escalates to Escalates when two options sit inside the confidence band and the evidence cannot separate them.
Negotiation Doctrine Agent
Authors positions on negotiation & award. Frames the question, models the options, and writes a recommendation a human can ratify or reject.
ceiling A2 · escalates to Escalates when two options sit inside the confidence band and the evidence cannot separate them.
Negotiation & Award Challenger Agent
Adversarial reviewer for negotiation & award. Argues the opposite case on every position and flags where the evidence does not carry the claim.
ceiling A2 · 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.
People
What the humans stopped doing, and what they do now.
Roles held flat; released hours absorbed volume growth rather than headcount reduction.
Lines running in this sub-function
Each line is a workflow. Click a line to walk it station by station.
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.
Negotiation Cycle
Supersededv1What operating shape carries twice the current negotiation volume without adding headcount, and what breaks first if we are wrong?
Hold the ceiling at A2 for negotiation & award. Agents build the negotiation position including a modeled view of the supplier side. The walk-away point and the award are human commitments. 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 — Negotiation & Award Challenger Agent
Negotiation & Award 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 7 percent for two consecutive months
- ·Cost per negotiation 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 $12k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $807k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $1274k to build controls | Override 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 | $502k transition | Loses local context. Rework risk on the cases that are hardest to recover. | under review |
Negotiation Doctrine Refresh
Ratifiedv2Is the current cost per negotiation defensible against external comparators once inference spend is counted in full?
Keep the repeatable negotiation volume in the spine and pull the exception tail back into the function. The spine is cheaper per unit; the tail is where the context that prevents rework actually sits.
confidence
65%
The challenge — Negotiation & Award Challenger Agent
Negotiation & Award 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 7 percent for two consecutive months
- ·Cost per negotiation stops falling while volume keeps rising
- ·A comparator publishes a materially lower unit cost on a like-for-like basis
Evidence gaps
- ·No external comparator on a like-for-like unit definition
- ·Exception cases under $6k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $119k run rate | Known and priced. Cedes ground if comparators move faster. | not selected |
| Raise the ceiling one level now | $725k to build controls | Override rate is 13 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $859k transition | Loses local context. Rework risk on the cases that are hardest to recover. | selected |
Ratified 3 months ago. Measured since: cost per negotiation fell 19 percent against a forecast of 17 percent.
Negotiation & Award Operating Position
Supersededv2Which parts of negotiation & award should deliberately stay human, and how do we defend that against a cost argument?
Redesign the lane around exception density rather than volume. Volume is already absorbed; the cost that remains is concentrated in a small share of negotiation cases that no current agent resolves without a human.
confidence
75%
The challenge — Negotiation & Award Challenger Agent
Negotiation & Award Challenger Agent argues the recommendation leans on 3 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 negotiation 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 $6k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $729k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $1286k to build controls | Override rate is 4 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $1009k transition | Loses local context. Rework risk on the cases that are hardest to recover. | under review |
Policy register
The rules the agents above are bound by. Version, owner, approver, and the agents each rule constrains.
| Ref | Rule | Scope | Owner agent | Approved by | Version | Status |
|---|---|---|---|---|---|---|
| PR4-POL-200 | Negotiation & Award Decision Envelope Agents in this lane may act without a human when the negotiation 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 · Global · EU | envelope | Negotiation Orchestrator | VP Sourcing | v3.4 | Active |
| PR4-POL-201 | Negotiation & Award 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 · Global | evidence | Negotiation Orchestrator | VP Sourcing | v4.1 | Active |
| PR4-POL-202 | Negotiation & Award 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. VP Sourcing owns the response clock. binds 4 agents · Global · EU | escalation | Negotiation Orchestrator | VP Sourcing | v2.8 | Active |