AI procurement automation
Make supplier replies comparable. Keep incomplete costs visible.
Scoped pilot · Access agreed · Human approval
The working route
- Precise RFQ
- Supplier responses
- Quote evidence
- Commercial review
- Receipt match
How each step works
Create a precise request and supplier list
Record specifications, quantities, units, required delivery, request owner and the suppliers invited. Prepare an RFQ draft for review.
Track responses and open questions
Distinguish no reply, declined, clarification and quotation received. Keep questions and promised dates attached to their request and source message.
Extract with source evidence
Preserve original PDFs, emails and attachments. Flag missing or ambiguous units, freight, tax and terms before comparing values.
Review differences and approvals
Show price, payment, delivery, warranty and substitutions. Record an approval against the exact version reviewed before preparing an order.
Connect receiving and invoice review
Keep ordered, received, accepted and invoiced quantities separate. Route mismatches with evidence and a clear owner rather than assuming payment authorization.
Compare the evidence. See the gaps.
| Evidence | Supplier A | Supplier B |
|---|---|---|
| Quantity | 24 boxes | 24 boxes |
| Freight | Confirmed | Unknown |
| Payment | Net 30 | 70% advance |
| Next step | Compare | Ask supplier |
Deliverables & scope
- Supplier participation
- Quote evidence
- Comparable costs
- Questions & revisions
- Approval record
Full deliverables and scope
Trion can design a procurement workflow that connects requests, supplier participation, quotations and receiving records. AI can help interpret correspondence and documents; calculation rules and people handle the purchasing decision. The pilot uses your request formats, quote variations and approval policy.
Deliverables
- Request and supplier participation records.
- Source-linked quotation review.
- Comparable costs with explicit unknowns.
- Open questions and commercial revision history.
- Version-specific approvals and receiving exceptions.
Controls and limitations
- AI does not replace supplier qualification, legal review or commercial authority.
- Document extraction needs testing on representative supplier formats.
- Supplier emails and purchase commitments follow the agreed approval policy.
- Invoices marked ready for review do not authorize payment.
Common questions
Can AI choose the winning supplier?
It can help organize and compare evidence. The responsible team assesses suitability, commercial terms and unresolved risks before making the award.
Can supplier replies remain in Gmail?
A Gmail-based workflow can be scoped around your current mailbox. Message matching, access and account behavior need validation in a pilot.
What if a quotation is incomplete?
It should remain visibly incomplete with the exact missing field and a focused supplier question. Unknown freight must not become zero.