RESHUFFLE An interactive companion to the book
All ten areas
Record for this area

Direct materials

The path from what a machine is documented doing to the party holding the record that makes the result official, with how well each step is backed. Where the sources settled nothing, the step says so.

  1. What a machine is documented doing

    Established by the evidence. Machine mechanisms stop at COMPOSITION in all four capabilities inspected
  2. The record it touches

    Established by the evidence. Part approval status; supplier bid; award decision; approved-vendor entry
  3. What still has to happen first

    Established by the evidence. STRUCTURAL - written approval by the authorized customer representative

    Assumed, because nothing says otherwise no document describes a step here; that it stops is inferred from nothing saying otherwise No artifact carries a machine past composition

    written approval by the authorized customer representative

    the source's own words, quoted exactly
  4. What makes the change count

    Established by the evidence. An industry manual adopted by reference - the AIAG PPAP manual plus each customer's supplement
  5. Who holds the official record

    Established by the evidence. The buying customer's own system
  6. What the area relies on

    Established by the evidence. Oracle Fusion Cloud Procurement — approved supplier list entries, blanket purchase agreements and their approval rules; Xometry Instant Quoting Engine and the assignment of a project to a network supplier; IATF customer-specific-requirements register — the published estate of OEM requirement documents; Ford Phased PPAP and the FCSD e-PPAP System; e-RGPQP IS and the Renault Group PSW package

The action that makes it official The part-approval status the customer's system holds Done by The customer through a named person or a named system. It counts because of a record state held by the customer. No machine is documented doing this.

What this area could not settle

What could this area not settle?

What this area recorded against its own findings, in its own words.

Recorded against itself by this area

dated estate and object-bearing estate barely overlap; vendor pages undated; 9 nil routes

12 dated acts by institutions or vendors
9 searches recorded here that found nothing
6 capabilities examined
7 systems examined

Can the act be undone, and by whom?

Not answered by the evidence we checked: We looked and the sources we inspected did not settle it.. not observable We looked and the sources we inspected did not settle it.
Question by question

What did the evidence settle, dimension by dimension?

Eighteen structural dimensions, each carrying its own evidence state and what it does not establish.

What the evidence settled for this area, question by question
Question askedWhat the evidence saysWhat it does not tell you
consequential-object
D01
Established by the evidence. Part approval status; supplier bid; award decision; approved-vendor entry
Not recorded by the method used for this area
object-holder
D02
Established by the evidence. The buying customer's own system
Not recorded by the method used for this area
grammar-or-form-setter
D03
Established by the evidence. An industry manual adopted by reference - the AIAG PPAP manual plus each customer's supplement
Not recorded by the method used for this area
composer
D04
Established by the evidence. The supplier submits the PPAP package
Not recorded by the method used for this area
validator
D05
Established by the evidence. The customer reviews
Not recorded by the method used for this area
binder
D06
Established by the evidence. The status the customer's system holds - Approved / Interim Approval / Rejected
Not recorded by the method used for this area
deterministic-automation
D07
Not answered by the evidence we checked: We looked and the sources we inspected did not settle it.. No artifact carries a machine past composition, deterministic or otherwise We looked and the sources we inspected did not settle it.
The stop is MERELY UNEVIDENCED, not described.
agentic-capability
D08
Established by the evidence. Machine mechanisms stop at COMPOSITION in all four capabilities inspected
Not recorded by the method used for this area
furthest-deterministic-action
D09
Not answered by the evidence we checked: We looked and the sources we inspected did not settle it.. No deterministic mechanism is evidenced beyond composition We looked and the sources we inspected did not settle it.
Not recorded by the method used for this area
furthest-agentic-action
D10
Established by the evidence. COMPOSITION - all four inspected capabilities stop there
Not recorded by the method used for this area
reversibility
D11
Not answered by the evidence we checked: We looked and the sources we inspected did not settle it.. Not coded and not observable We looked and the sources we inspected did not settle it.
Not recorded by the method used for this area
externality-radius
D12
Not answered by the evidence we checked: We looked and the sources we inspected did not settle it.. Whether the part-approval status reaches beyond the customer and the supplier is not established We looked and the sources we inspected did not settle it.
The dated estate and the object-bearing estate barely overlap; vendor pages undated; 9 nil routes.
counterparty-assent
D13
Established by the evidence. Required: written approval by the authorized customer representative
The customer is the supplier's counterparty; assent is the binding act itself.
rule-codifiability
D14
A source states this does not happen: A source addressed it and said no.. The binding act requires written approval by a NAMED authorized customer representative
Not recorded by the method used for this area
institutional-closure
D15
Not answered by the evidence we checked: We looked and the sources we inspected did not settle it.. The grammar is institutional (an industry manual adopted by reference) but the state is held and set by the customer alone; no third party must recognize it in inspected evidence We looked and the sources we inspected did not settle it.
A form-defining institution is not institutional closure. TA-05 is the general form of this separation.
authoritative-state-centralization
D16
Established by the evidence. CENTRALIZED in the buying customer's own system
Not recorded by the method used for this area
consequence-of-error
D17
Not answered by the evidence we checked: We looked and the sources we inspected did not settle it.. What follows an erroneous part-approval status is not established We looked and the sources we inspected did not settle it.
Not recorded by the method used for this area
accountability
D18
Not answered by the evidence we checked: We looked and the sources we inspected did not settle it.. No stable answerable party evidenced We looked and the sources we inspected did not settle it.
Not recorded by the method used for this area
Capabilities

What is each capability evidenced doing?

The mode records that a named subject performs an operation. It does not record what kind of performer that subject is, and several rows disclaim an agentic mechanism in their own limitation.

Capabilities examined in this area
CapabilityHow far it goesWhat it doesHuman work still neededWhat this does not tell you
Price Lists for Direct Materials agent — "the launch of its new AI agent, Price Lists for Direct Materials"
C-001
the sources do not settle whether it acts or only prepares Not established. The artifact states the agents "continuously monitor and analyze price changes across a business' procurement portfolio, identify opportunities, develop tailored negotiation strategies, and autonomously execute deals". Stripped of the barred words autonomously and execute, the artifact does not state what object is written or changed. Not established. The homepage states agents "execute agreements autonomously or with buyer approval" without stating which applies to this agent or what buyer approval disposes of. This row does NOT establish that the agent does not write to a consequential object. It establishes that no inspected public artifact says that it does. The disclosure boundary travels with the finding.
Keelvar Sourcing Bots / Kai — "Kai evaluates bids and recommends an award the moment bidding closes — automatically for straightforward spend, or held for approval when sign-off is needed."
C-002
prepares the work, stops before it counts Evaluates bids and produces a recommended award and modelled award scenarios: "Model award scenarios across cost, risk, quality, sustainability, and supplier capacity simultaneously"; "A team can compare an award that gives the lowest total price — concentrated with two suppliers — against an award that distributes volume across four suppliers for resilience". The award decision itself, and review where parameters are breached: "the system flags the event for human review rather than proceeding automatically". The phrase "automatically for straightforward spend" is not read as an award. The same estate separates straightforward spend from direct materials, and the direct-materials page attributes the award decision to a team. This row does not establish what the bots do in categories outside this area.
GEP Quantum Intelligence direct-sourcing agents, including the "Strategic RFP Creator agent"
C-003
prepares the work, stops before it counts Builds sourcing events and analyses responses, producing a recommendation: the agent "builds complete sourcing events — templates, questionnaires, timelines — from a single prompt", and the platform can "analyze supplier responses, and recommend award decisions". The award decision. No inspected passage states that the system makes an award. Creating a sourcing event is an act on O-1, which this area ruled out. The row therefore turns on the award, and the award is recommended.
Intelligent Counter-Offer, and Arkestro Intelligence — "models designed for price recommendations, supplier suggestions, predicting upcoming purchases, and tying goods to a commodity index"
C-004
prepares the work, stops before it counts Generates the buyer's offer and ranking feedback to suppliers: "Arkestro establishes data-backed suggested pricing and automates multi-round supplier engagement"; "Suppliers receive live ranking feedback that encourages them to improve their quotes without requiring manual back-and-forth from the buyer." Leading with the offer, and the award. No inspected passage states that any object's state is set by the system. An offer composed for the buyer is not a state change of a consequential object. Material scope is not evidenced on the dated artifact; the row is admitted at the object level and the gap is stated rather than filled.
BOM Builder — "With the new AI-powered BOM Builder, estimators can automatically create, organize, and update multi-level assemblies using a flexible, spreadsheet-style interface" — and Requirements Review
C-005
prepares the work, stops before it counts Extracts requirements from prints and builds the priced quotation: "AI-Extraction of BOM tables from prints reduces setup time by up to 90%"; rules "detect high-risk conditions on prints and link them to decisions or actions (e.g., no-quote, update the router, assign an estimator)". Estimating and issuing the quote. The dated artifact attributes the acts to estimators: "estimators can automatically create, organize, and update multi-level assemblies". This is the area's only inspected sell-side composer. O-2 is admitted conditionally and its condition is not met here: no inspected artifact evidences that a submitted quote binds this supplier or that its values become the terms applied on award. The quote is therefore recorded as a composition object and the row states that no entitlement changed.
Joule Agent for bid analysis, in the SAP Ariba portfolio
C-016
prepares the work, stops before it counts Compares bids and produces insight and recommendations: "automatically compares supplier bid data, including total cost, to give procurement teams insight and recommendations for award decisions". The award decision. The artifact attributes the decision to the team and the recommendation to the agent. Material scope is not evidenced on the inspected artifact; the row is admitted at the object level and the gap is stated rather than filled. This row does not establish what the agent does in categories outside this area.
Infrastructure

Whose systems does this area run on?

What part each system plays was decided by what it does to the area's records, never by what kind of company runs it. Where the sources leave that open the entry says so, because an open question is not a kind of system.

Systems examined in this area
SystemWho runs itWhat part it playsWhat it does to the official record
Oracle Fusion Cloud Procurement — approved supplier list entries, blanket purchase agreements and their approval rules
C-006
the buying organization, on Oracle's application authoritative-transaction-rail holds — O-6 approved supplier list entry, in Oracle Fusion Cloud Procurement itself; holds — O-4 blanket purchase agreement, in Oracle Fusion Cloud Procurement itself; accepts-or-rejects — O-4 blanket purchase agreement approval state, in Oracle Fusion Cloud Procurement itself
Xometry Instant Quoting Engine and the assignment of a project to a network supplier
C-007
Xometry, Inc. authoritative-transaction-rail creates — O-3 the assignment of the project to a network supplier, in Xometry's own platform; holds — O-3 the assignment, in Xometry's own platform
IATF customer-specific-requirements register — the published estate of OEM requirement documents
C-008
International Automotive Task Force (IATF) authoritative-register holds — the customer-specific requirement documents that define O-7's form, in the IATF register itself; observes — O-7 part-approval states, which are held in each customer's own system and not in the register
Ford Phased PPAP and the FCSD e-PPAP System
C-009
Ford Motor Company authoritative-transaction-rail holds — O-7 Customer PPAP Status, in Ford's own systems; accepts-or-rejects — O-7 part submission, in the FCSD e-PPAP System
GM supplier quality status system — Sourceability Report, New Business Hold status, and the Supplier Certification Management System (SCMS)
C-010
General Motors Company unresolved holds — the Sourceability Level and New Business Hold status, in GM's own systems; holds — certification waivers and gap assessments, in the Supplier Certification Management System; accepts-or-rejects — O-7 design changes, by a named human: "All design changes, including those proposed by the organization, shall have written approval by the authorized customer representative, or a waiver of such approval, prior to production implementation."
Stellantis part-approval verdict, consulted by the supplier, and the GST IT system for sourcing
C-011
Stellantis unresolved holds — O-7 the PPAP approval verdict, in Stellantis's own systems; accepts-or-rejects — O-7, by setting the status the supplier consults
e-RGPQP IS and the Renault Group PSW package
C-012
Renault Group authoritative-transaction-rail accepts-or-rejects — O-7 the sub-supplier PSW, in e-RGPQP IS; holds — O-7 the part-approval state, in Renault Group's own systems
Claims

What may be said from this area, and what may not?

Each one carries how far it is backed and, where it was recorded, the exact stronger sentence that may never be written from it.

CL-01 Observed - directly established by inspected evidence

In this area's inspected evidence, defining the permissible form of a part approval, composing a specific submission, and holding the state that makes it valid are three separable roles, and the inspected documents show them held by different parties.

The strongest thing against it Renault Group collapses two of the three layers into one: "PPAP Equivalent: Renault Group's PSW package replaces the traditional PPAP submission." Separable is not separated.

What may not be said from this Never: 'the three roles are always held by three parties', and never any statement that this holds in procurement generally or in any other area.

CL-02 Observed - directly established by inspected evidence

On inspected evidence, the record that makes a supplier's part valid for production sits in the buying customer's own system, and the supplier learns the verdict by reading it rather than by receiving a signed instrument.

The strongest thing against it General Motors names a human signature route for a related act: "All design changes, including those proposed by the organization, shall have written approval by the authorized customer representative, or a waiver of such approval, prior to production implementation."

What may not be said from this Never: 'suppliers have no binding instrument', and never any claim about what buyers' systems do that no artifact describes.

CL-03 Observed - directly established by inspected evidence

Grammar-setting for part approval is layered in this area's evidence: an industry body defines the method, and each buying customer adopts, supplements or replaces it in its own published requirement document.

The strongest thing against it None was found for the layering itself; Renault Group is a counterexample to nesting, not to layering — it replaces the industry method rather than sitting inside it.

What may not be said from this Never 'nested envelopes are how procurement grammar works'. This area discovered layering on its own evidence and cites no other area for it.

CL-04 Observed - directly established by inspected evidence

Every capability this area inspected that acts near an award produces a recommendation and hands the award decision to a person, and three vendors' own artifacts say so in their own words.

The strongest thing against it Keelvar's "automatically for straightforward spend" is the strongest reading against the claim; the same estate places direct materials among categories that "typically involve more human oversight at key decision points", which is why the reading is not taken.

What may not be said from this Never a prevalence, share or rate. Never 'no vendor awards'. Never 'agents cannot award'.

CL-05 Not established - explicitly unresolved - not low, weak, absent or early

No inspected artifact in this area evidences a machine setting the state of an award, a supplier quota, an approved-manufacturer entry, a part-approval status or a contract price condition.

The strongest thing against it The nearest thing to a counterexample is an infrastructure operation, not a participant capability: "blanket purchase agreements for which the Total Agreed Goods Amount is less than or equal to $1,000,000 are autoapproved". See CL-06.

What may not be said from this Never 'machines do not touch these objects'. Never 'the technology cannot do this'. Never a forecast about when it will.

CL-06 Observed - directly established by inspected evidence

The one inspected instance of a machine disposing of a consequential object's approval is performed by the buyer's own system of record, under a threshold rule a human administrator defines, and its artifact carries no date.

The strongest thing against it None was found.

What may not be said from this Never 'an agent approves price agreements'. The evidenced actor is a configured approval rule in a system of record, not an agent, and the artifact names no agent.

CL-07 Observed - directly established by inspected evidence

The automotive industry body issued rule changes inside the observation window, and none of them changed what any supplier may supply, at what price, in what quantity, or whether its material may be used.

The strongest thing against it The same body's register is the vehicle through which every customer rule change in this area reached suppliers, so the body is consequential structurally while its own rule changes were not.

What may not be said from this Never 'standards bodies do not matter here'. The opposite is evidenced structurally in CL-03.

CL-08 Pattern - repeated across qualifying evidence

In this area the dated estate and the object-bearing estate barely overlap: the artifacts that name a consequential object are largely undated vendor pages, and the dated vendor artifacts are either silent on material scope or concern object families this area excludes.

The strongest thing against it The customer requirement documents are both dated and object-bearing, which is why the area has an event set at all. The pattern is about vendor estates.

What may not be said from this Never a rate, a percentage or a claim about vendor disclosure practice in general.

CL-09 Observed - directly established by inspected evidence

A supplier-level status held in a buyer's own system is evidenced gating whether new business may be placed with that supplier.

The strongest thing against it None was found.

What may not be said from this Never 'supplier risk scores control awards'. The evidenced object is a named status in a named customer's system, not a risk score, and the documents do not say how it is computed.

CL-10 Not established - explicitly unresolved - not low, weak, absent or early

Whether a submitted quotation binds the supplier that submitted it is not established anywhere in this area's inspected evidence.

The strongest thing against it None was found.

What may not be said from this Never 'quotes are not binding'. The finding is that no inspected artifact says either way.

CL-11 Observed - directly established by inspected evidence

The register through which every customer rule change in this area was published carries current versions only, so for two customers whose current document post-dates the frozen cutoff the state at the cutoff is not retrievable from it.

The strongest thing against it Five customers' current documents pre-date the cutoff and are therefore inspectable at both registers, which is what makes the two-register comparison possible at all.

What may not be said from this Never 'the historical record was destroyed'. It was not retrieved from this estate.

CL-12 Not established - explicitly unresolved - not low, weak, absent or early

No inspected artifact in this area names a party answerable for the state of any consequential object.

The strongest thing against it None was found.

What may not be said from this Never 'nobody is answerable'. Never any inference of an answerable party from who acted, who approved, or who holds the object.

Dated acts

What dated acts touch this area's records?

A list, in date order. It is not a timeline and carries no rate: the collection capped each publisher, so this is a floor on what was retrievable rather than a count of what occurred.

Dated acts touching this area
DateKind of actConsequence recordedSource
2025-02-28
day precision
institutional rule change Sets the method and the submission level a supply partner must use to obtain part approval, and states that approval precedes first shipment: "Customer approval is required before first shipment." source
2025-04-15
day precision
area entry none source
2025-06-12
day precision
area entry none source
2025-06
month precision
institutional rule change States where the binding part-approval verdict lives and how a supplier learns it — the customer does not sign the warrant, and the supplier consults the customer's own record. source
2025-06
month precision
institutional rule change Replaces the requirement set that governs how a supplier obtains production part approval across the group's car and truck brands. source
2025-09-08
day precision
workflow expansion none source
2025-10-08
day precision
area entry none source
2025-10-30
day precision
institutional rule change Binds part approval to an externally defined method and carries a supplier-level status that gates new business: "Organizations shall achieve and maintain a Sourceability Level of 3, 4 or 5" and "General Motors will notify the organization if the organization is placed in the Special Status of New Business Hold." source
2025-10-29
day precision
area entry none source
2025-11-24
day precision
institutional rule change Names the customer's own procedures for qualifying production parts and for a new-business-hold status: "12 CSL – New Business Hold" and "Supplier in NBH (New Business Hold)". source
2026-04
month precision
institutional rule change A customer substitutes its own package for the industry method, so the grammar of O-7 for this customer is set by the customer alone. source
2026-06-15
day precision
institutional rule change Enumerates the states the object can hold — "5.2 Customer PPAP Status", "5.2.1 Approved", "5.2.2 Interim Approval", "5.2.3 Rejected" — inside a form defined by AIAG and named on the cover. source
Routes that returned nothing

Where did the search stop, and why?

A route that returned nothing establishes that the route returned nothing. A missing capture is a property of the archive, never a property of the world.

Retrieval routes that returned nothing
Source checkedHow it failedWhat was recorded
E-01 industry-body publications — IATF 16949 sanctioned interpretations Not recorded by the method used for this area NIL — dated and in-window, no area placement. The in-window interpretations are SI 26 (a copyright notice), SI 23 (clause 4.4.1.1, conformance of products and processes), SI 27 (foreword), SI 28 (scope), SI 29 (terms and definitions) and SI 30 (clause 8.3.5.1, design and development outputs). A full-text scan for PPAP, part approval, product approval, approved supplier and supplier selection returned zero hits. None changes what any supplier may supply, at what price or in what quantity, and X-E's limb onto O-6 or O-7 is not evidenced.
E-01 industry-body publications — IATF Rules 6th Edition sanctioned interpretations Not recorded by the method used for this area NIL — dated and in-window, no area placement. A full-text scan for PPAP, part approval, product approval, approved supplier, supplier selection and clause 8.4 returned zero hits; the document governs certification bodies and audits.
E-06 vendor product-update archive — Oracle Fusion Cloud Procurement release notes Not recorded by the method used for this area NIL ON DATING — area placement is established on O-4 and the artifact cannot support an event. Its only temporal marker is the release label 25C in the URL path and title, refused by contract 10.6 and brief operating rule 4.
E-07 dated vendor announcements — JAGGAER 25.3 release Not recorded by the method used for this area NIL — dated and in-window, area placement fails. The evidenced operation is "automated supplier gating that blocks unqualified or high-risk suppliers from events and contracts"; the objects named are a sourcing event (O-1, ruled out) and a contract (X-C). X-E governs and its limb onto O-6 or O-7 is not evidenced.
E-07 dated vendor announcements — SupplyOn capacity management Not recorded by the method used for this area NIL — dated and in-window, O-8's conditional limb is not met. The evidenced exchange is "the continuous matching of demand and capacity between two companies" with a "simulation function for performing what-if scenarios". No reserved capacity, binding minimum or maximum quantity, or take-or-pay obligation is evidenced.
E-12 direct-material marketplace documentation — Metalshub Not recorded by the method used for this area NIL — both dated and in-window, both naming raw materials, neither naming a consequential object. The nearest object is a request for bids — "Metal Exchange actively publishes digital Requests for Bids (RfBs)" — and a request for bids is O-1, ruled out.
E-07 dated vendor announcements — Keelvar newsroom, in-window items Not recorded by the method used for this area NIL — the actor's dated in-window items concern freight rate integration, benchmarking and analyst recognition. Freight is X-F. The direct-materials capability is described only on undated product pages.
E-05 retreat, sunset and discontinuation notices Not recorded by the method used for this area NIL — no retreat, sunset, shutdown or discontinuation was found for any unit in either population. Recorded rather than omitted; absence of announced exits is emphatically not evidence that none occurred.
blocked and inaccessible hosts Not recorded by the method used for this area BLOCKED — six routes recorded with host and failure mode. Nothing from any of them is cited anywhere in this area.