Function cockpit
Procurement & Source-to-Pay
Compliant intake to touchless invoice, with humans on strategy and risk.
Phase: Phase 3 — Functional orchestration
Make every buying request land on a compliant path, then run sourcing, negotiation, ordering and matching as bounded agent work under sanctions, supplier and payment controls.
Trust score
0
Touchless
0%
Human review
0%
Override rate
0%
Capacity released
25-40% efficiency; touchless invoice best-in-class 52.8%
Accountable human
Chief Procurement Officer
CoS agent: Procurement Chief of Staff
Autonomy, trust, and throughput at a glance
Health
Is this function holding
Four readings with a printed rule behind each, then the outcome measures the function is judged on. A reading without a rule is decoration.
Autonomy against target
77%
9 points short of the 86% target
Trust score
89
at or above the 85 floor for a rung promotion
Touchless rate
79%
21% of items still take a person somewhere in the run
Override rate
6%
people are reversing the agents often enough that the ceiling is doing real work
Invoice touchlessness
+21pp79%
Three-way matched without human handling
Spend under management
+6pp91%
Routed through compliant intake paths
Intake cycle time
-94%11min
Request to compliant buying path
Off-contract spend
-2.1pp3.4%
Detected by Contract Compliance Agent
Tail-spend savings
+0.92.8%
Bounded autonomous negotiation, agreed terms only
Operations
What the function is running
The roster and where it sits on the ladder, the split between what runs alone and what a person still signs, and a slice of the floor as it stands.
Where this roster sits on the autonomy ladder
A0 assisted through A4 autonomous. Moving an agent up a rung is a governance decision, not a config change.
Agents
11
Active now
11
Tasks / 24h
9,992
Mean success
94%
Work mix, as it stands
How the function's volume divides between the agents and the people.
Runs end to end without a person
79%
cleared inside the ceiling, no queue, no signature
A person reads it before it clears
16%
evidence posted, a named reviewer signs
A person reverses the agent
6%
the agent proposed, the human decided otherwise
Capacity released
25-40% efficiency; touchless invoice best-in-class 52.8%
What runs without a person
Committed to autonomy inside a defined ceiling.
- Guided intake and compliant buying-path routing
- Approved-supplier search and bid normalization
- Standard RFx preparation and comparison packs
- Low-value tail negotiation within mandate
- PO creation within budget, three-way match and duplicate detection
What stays with people
Judgment, accountability, and anything a regulator would ask a human about.
- Category strategy and critical-supplier selection
- Material negotiation and single-source exceptions
- Sanctions and integrity judgment
- Supplier termination
- Major payment release
On the floor right now
A slice of live work. The full board carries every item.
- PRC-9040Escalated
Bank-detail verification — Meridian Components
Pay · Procurement controller · 33m old · $1.2M exposure
- PRC-9041Complete
RFx comparison pack — logistics tender
Source · Category manager · 1h 58m old · $8.4M
- PRC-9042Complete
Tail negotiation batch — facilities consumables
Negotiate · Procurement CoS · 2h 52m old · 38 agreements
- PRC-9043Autonomous
PO creation run — catalog replenishment
Order · Procurement CoS · 14m old · 412 orders
- PRC-9044Autonomous
Match exception triage — freight surcharges
Match · Procurement CoS · 1h 2m old · 184 invoices
- PRC-9045Awaiting human
Single-source justification — specialty resin
Source · CPO · 4h 0m old · $2.6M
Actions
What this function is asking a person to do
Ordered by size. Each figure is a live count from this function's own work and governance records, not a target.
2
Items awaiting a person
queued against a named human, clock running
1
Governance decisions pending
an agent stopped at a gate and asked
0
Items older than 48 hours
on the floor long enough to be a problem
0
Agents below 80 confidence
running, but not at a level that supports a promotion
Brakes available right now
What a named human can pull today to stop this function, without waiting for an engineer.
- Sanctions or denied-party alert
- Supplier bank-detail anomaly
- Collusion or bid-rigging signal
- Duplicate-payment pattern detected
- Off-contract spend surge beyond tolerance
Live observability
What has actually been decided, and where each agent stops
A dashboard that shows only outcomes hides the decisions that produced them. This is the governance record as written, and the ceiling every agent is held to.
Governance record
Most recent first. Each entry names the actor and the call.
PRC-9041: released by human
ApprovedRFx comparison pack — logistics tender — decided from the Enterprise Chief of Staff lens on the ops floor.
approval · Avery Chen (Enterprise Chief of Staff) · materiality medium
Bank-detail change contained
ContainedSupplier Risk Agent detected a bank-detail change request originating from an unverified domain for a tier-1 supplier. Payment run frozen for that vendor pending callback verification.
oversight · Supplier Risk Agent · materiality high
Tail negotiation closed at 3.1% savings
Auto-executedNegotiation Agent concluded 38 tail-spend agreements within mandate. Average saving 3.1%, average term extension 12 days.
notify · Negotiation Agent · materiality low
Single-source award requested — specialty resin
PendingSourcing Agent found only one qualified supplier within lead-time constraints. Comparison evidence and resilience impact packaged for CPO decision.
approval · Chief Procurement Officer · materiality high
Duplicate payment pattern detected
ContainedInvoice Agent identified three invoices matching a prior payment signature across two entities. Batch held and forwarded to Finance controls.
escalation · Invoice Agent · materiality high
Escalation ceilings
Past the line the agent stops and hands the decision to the named human with the evidence attached.
- A4
Procurement Chief of Staff
Ceiling: No award or payment authority
Then: Critical-category decisions and single-source exceptions escalate to the CPO.
- A3
Intake Concierge
Ceiling: Routing and guidance only
Then: Requests with no compliant path escalate to the category manager.
- A3
Spend Analyst
Ceiling: Analysis only
Then: Category strategy changes are human-reserved.
- A2
Supplier Discovery Agent
Ceiling: Evidence assembly; no supplier onboarding
Then: New supplier onboarding always requires human approval and screening.
- A3
Sourcing Agent
Ceiling: Standard RFx templates only
Then: Awards in critical categories require category-manager decision.
Is policy and strategy coming to fruition
Does the intent above this function reach the work inside it
Counted per sub-function, where each step only counts if the step before it did. A policy that never reaches a running workflow has not landed, however well it reads.
Chain from stance to transaction
7 of 11 sub-functions carry a ratified position, an active policy and a live workflow
Ratified position
7
of 11 sub-functions — a stance the leadership signed, not a draft
...and an active policy
7
a rule in force, with a version and an approver
...reaching a live workflow
7
the rule reaches something that actually runs
...and landing in a GBS tower
5
the run is executed on the shared transaction spine
4 of the 11 sub-functions are executing at volume without the full chain behind them. They run to a general standard rather than to a rule with a version and an approver, and the gap first appears at the position step.
What this page is, and what it is not
Every reading here is computed live from this function's own records, which makes it exact and makes it narrow. Volumes, unit costs, autonomy and trust are modeled: none has been reconciled against an enterprise resource planning system, a service management tool or a payroll register. Read the outcome measures as the shape of the argument, not as an audited result.
Reported outcomes include 25-40% higher efficiency and 52.8% best-in-class touchless invoice processing with 3.5 times higher productivity in that activity. Walmart reportedly achieved a 68% supplier agreement rate, 3% average savings and a 35-day payment extension using autonomous negotiation, with 75% of participating suppliers preferring AI to human negotiation — a bounded tail-spend use case, not strategic relationship automation.