The source
What comes in
- Approved item specification and revision
- Qualified supplier and planning requirement
- Quote, PO and required certification details
Direct materials procurement agent Materials for production.
Materials for production.
To the right revision.
LaunchAI carries the approved specification into RFQs and purchase orders, then checks supplier responses and required documents.
The job in one minute
What the agent takes off your desk.
Direct materials procurement buys the inputs used in the products a manufacturer makes. LaunchAI can coordinate the administrative work between specifications, supplier communication and ERP purchasing screens. Material qualification, engineering equivalence and commercial commitments remain decisions with defined owners.
The finish
What comes out
A purchase package aligned to the production requirement and supplier commitment.
Your rules
Who owns the decision
The buyer and the responsible team keep commercial, qualification and financial authority. The agent does the permitted work and brings exceptions to their owner.
See it run
Watch the agent work through it.
In this conceptual walkthrough, an AI agent picks up the superintendent's request to release MR-031 (hydronic pumps P-1, P-2, P-3, need on site 02/15/2027) on project 24-117 and Summit Pump's quote Q-55120. It confirms the project and request are active, filters the Submittal Register on spec 23 21 23 and works from Rev 1 (Approved as Noted), not Rev 0 (Revise and Resubmit). The stamped review approves items 1 and 2, with a premium-efficiency motor and 9.25 in. impeller trim noted on item 1, while alternate Alt-A was not reviewed. Under policy SUB-02 only items 1 and 2 can be bought; quote lines 1–2 match them and total 33,935.00, within the 38,320.00 available on cost code 23-2123. The project engineer decides to keep Alt-A off the PO, and the agent marks that request line Held. It enters PO-004812 for the two items, which saves as Pending Approval under rule PUR-04; after pm01 approves it in the ERP, the agent reopens it, checks the approval and links, and replies to the superintendent.
Conceptual walkthrough with sample data. Screens are generic stand-ins modeled on the named system, not its own interface; workflow and screens vary by ERP.
- Manufacturing · Epicor KineticHow to Turn MRP Purchase Suggestions into an Approved PO in Epicor Kinetic7:18
- S03 · short · 1:18Agent declines an unsafe substitution
At the buyer’s desk
The work is spread across several windows.
The supplier has stock that can ship today. It is the previous drawing revision. Production needs the part, but availability does not settle the engineering question. The buyer needs that exception visible before committing the order.
A component can arrive on time and still be unusable because its drawing revision, material grade or certificate is wrong. Direct purchasing connects the engineering requirement with the order and the supplier’s actual commitment. An agent needs those references to avoid treating a convenient substitute as an approved one.
How the agent does it
Same screens. Your rules. A checked result.
LaunchAI follows the purchasing task through your existing applications. Each step has a source to read, a rule to apply or an outcome to check.
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Read the requirement
Identify the production need, part revision and required certification or traceability.
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Check the source
Match the proposed supplier to the approved purchasing scope and identify any qualification gap.
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Prepare the purchasing work
Organize the RFQ or PO using the current specification, dates and commercial basis.
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Follow through on changes
Compare confirmations and document changes. Route substitutions and revision conflicts to their engineering or buyer owner.
The detail that changes the job
What gets caught before the next step.
A supplier offers available stock at the previous drawing revision to meet a production shortage.
Move the divider to see how the starting information becomes a checked outcome. The complete fields are in the table below.
| Field | Starting information | Checked outcome |
|---|---|---|
| Availability | Stock can ship now | Availability confirmed |
| Specification | Previous revision | Engineering exception identified |
| Commitment | Rush order requested | Substitution approval required |
Worked example, not a customer result. Values and documents illustrate what to test.
Exact rules. Context. A person where needed.
The exception has somewhere to go.
The agent needs to recognize the point where the next action depends on missing information or another person’s authority.
- A proposed alternate is not qualified for the product.
- A drawing update arrives after the supplier has accepted the order.
Define the allowed fields and actions in your software. A draft, an external commitment and an approved payment are different steps.
Show the working
Measure the work that actually gets done.
Agree on the baseline and the finish before the pilot. Count review and exception work as well as completed transactions.
Measure 01
Orders with the correct specification attached
Measure 02
Revision exceptions found before dispatch
Measure 03
Buyer time per completed purchasing package
The practical questions
What buyers ask.
How does direct procurement differ from MRO?
Direct materials become part of what the business sells. MRO supplies support the equipment and operations used to produce it.
Can AI approve a material substitution?
Treat equivalence as an engineering and quality decision. The agent can prepare the evidence and route the question to the authorized owner.
What is the difference between direct and indirect material procurement?
Direct materials become part of the product being manufactured. Indirect purchases support the business or production operation. For direct materials, the purchasing workflow must keep the approved specification, revision, required quantity and supplier qualification attached to the order.
Your applications. Your purchasing rules.
See the work happen on your screens.
We’ll scope the input, the saved output and the exception that needs your team.