⚙ AI Agent  ·  Manufacturing & Procurement

Manufacturing Supplier Quote Comparison AI Agent — Finds Every Hidden Cost Before You Place the Purchase Order

10 suppliers quote the same component 10 different ways. One buries the tooling fee. One quotes FOB Shanghai when you need DDP Chicago. One forgets to mention the 14-week lead time. Your procurement team catches it manually — or they don’t catch it at all.

This AI agent reads every supplier quote the moment it lands, normalizes unit price, tooling, MOQ, lead time, and shipping terms into one comparison, and flags whoever is hiding something before you sign a PO.

👈  Below is a live demo — click through each step or hit Run Demo to watch the AI process all five supplier quotes automatically.
1 day
manual quote comparison → 10 min
$0
vs $50k–200k/yr SAP Ariba
Zero
hidden costs missed before PO
CNC MILL STAMP PRESS ASSEMBLY PRODUCTION LINE AI Comparing quotes... ✓ 5/5 analyzed ⚠ HIDDEN COST FOUND GlobalMfg: $18k tooling fee SUPPLIER QUOTE INBOX PC Precision Parts Co. Q-2847 Aluminum Housing Bracket — see attached PDF Precision_Quote_Q2847.pdf GM GlobalMfg Asia Ltd. RFQ Response — Part #Q-2847 pricing attached XLSX ⚠ FOB Shanghai — doesn't include freight to your facility MM Midwest Machining Inc. $8.40/unit, MOQ 2000, 6 wk lead time EMAIL ONLY No tooling info. No cert documentation. TF TechForge Components Quote #TF-9921 — aluminum bracket per your spec DOCX TechForge_Quote_TF9921.docx 4 formats. No consistent template. Real landed cost takes a day to calculate manually. AI agent does it in 10 minutes →
The Problem

Every supplier quotes differently.
The real cost isn’t what you see on page one.

Unit price is only part of the story. Tooling fees, MOQ commitments, shipping terms, lead times, and payment upfront requirements change what you actually spend. Here’s what your procurement team is untangling — manually, every time.

⚠  What lands in your inbox
📎  GlobalMfg_Quote_Q2847.xlsx XLSX
⚠ Quoted FOB Shanghai. No tooling line. “Payment: 50% upfront.”
✉  Midwest Machining — email only EMAIL
⚠ No tooling info. No certs. No payment terms.
📎  Precision_Quote_Q2847.pdf PDF
⚠ Lead time: “approx 10-14 weeks.” Which is it?
⟶
✓  What the AI gives you instead
AI-Normalized Summary — GlobalMfg Asia Ltd.
Unit Price (5,000 units)$5.20Found
Tooling / Setup Fee$18,000Hidden ⚠
MOQ5,000 unitsFound
Shipping TermsFOB ShanghaiVerify
Est. Freight to Chicago~$4,200Estimated
ISO 9001 Certificationnot providedMissing ⚠
Real landed cost: ~$48,200 not the $26,000 unit-price total
📉  The AI does this for all 5 suppliers and calculates the true landed cost for each — unit price + tooling amortized + freight + payment terms cost of capital.
👈  Interactive Demo — Click through or hit Run Demo

Walk through the same steps the AI takes — from the moment supplier quotes hit your inbox to the procurement report your team needs to make the call.

Acme Industrial — Part #Q-2847 Aluminum Housing Bracket  ·  5,000 Units  ·  5 Suppliers
Your RFQ inbox — 5 supplier responses, 5 different formats
The AI agent watches your procurement inbox. The moment a quote arrives — PDF, Excel, Word doc, or plain email — it starts reading. No one has to forward it, copy it into a spreadsheet, or parse it manually. Click any quote to watch the AI process it, or hit Run Demo to process all five.
01
Precision Parts Co.
PDF attachment · received 8:52 AM · domestic supplier · Ohio
PDF
$42,500
Waiting
02
GlobalMfg Asia Ltd.
Excel spreadsheet · received 9:31 AM · overseas supplier · Shenzhen
XLSX
$26,000
Waiting
03
Midwest Machining Inc.
Email body only · received 10:14 AM · domestic supplier · Indiana
EMAIL
$42,000
Waiting
04
TechForge Components
Word document · received 1:05 PM · domestic supplier · Michigan
DOCX
$47,500
Waiting
05
Rapid Fabrication LLC
PDF attachment · received 2:48 PM · domestic supplier · Illinois
PDF
$39,500
Waiting
💡  In real life, this connects directly to your company email or procurement system. Quotes are processed automatically as they arrive — works with Gmail, Outlook, or any email you use.
Built with Claude Claude AI n8n n8n Make.com Make.com Gmail Gmail Outlook Outlook Sheets Google Sheets Airtable Airtable
The AI reads the raw quote and extracts every cost item
On the left is the actual quote — exactly what the supplier sent. On the right, watch the AI go through it line by line: finding unit prices, tooling fees, MOQ requirements, lead times, shipping terms, and certifications. Anything missing gets flagged. Select a supplier below.
Raw supplier quote — exactly as received
Precision Parts Co.PDF
What the AI found in this quote
Reading & extracting cost items
Ready
Select a supplier above to watch the AI read their quote.
All 5 quotes normalized into the same format
Toggle between “As Quoted” (what each supplier sent) and “Real Landed Cost” (with freight, tooling, payment terms, and missing items factored in). The cheapest quote on paper is rarely the cheapest when you add it all up.
📈  Green = best for that line  ·  Orange = higher than others  ·  Red/italic = missing or unclear
Cost Item Precision PartsGlobalMfg AsiaMidwest Mach.TechForgeRapid Fab
Best for that line item
Higher than average
Missing, unclear, or excluded
Hidden costs and red flags found before you commit
The AI found 6 issues across 4 of the 5 suppliers. Some of these would have doubled your real cost on paper. Review all of them before issuing a purchase order.
GlobalMfg — $18,000 tooling fee buried in footnote
Red Flag
GlobalMfg’s headline price is $5.20/unit. But page 3 of their spreadsheet has a $18,000 one-time tooling/mold setup fee that’s easy to miss. On a 5,000-unit order, that adds $3.60/unit to your real cost.
Real unit cost: $8.80 — not $5.20. They’re not the low bidder.
GlobalMfg — FOB Shanghai, not DDP your facility
Red Flag
Their quote is FOB Shanghai. That means you’re paying ocean freight, customs clearance, and last-mile delivery on top of their price. Estimated additional cost: $4,200–$6,000 depending on freight rates.
Add $0.84–$1.20/unit to their total before comparing.
Midwest — No tooling info, no certifications
Watch This
Midwest’s email quote has a unit price and lead time but no mention of tooling fees, ISO 9001 status, or material certifications. If you need RoHS compliance or cert docs for your customer, this could be a disqualifier.
Ask for ISO cert and tooling cost before comparing their number.
Precision — Lead time range is too vague
Watch This
Precision quoted “approximately 10–14 weeks.” That’s a 4-week swing that matters for your production schedule. If it’s 14 weeks and your production starts in 12, you have a line stoppage problem.
Get a firm commit week before awarding to Precision.
TechForge — 50% payment upfront required
Note
TechForge requires 50% payment on PO issuance, 50% on shipment. That’s $23,750 tied up for 8+ weeks. If your standard terms are Net 30, this is a cash flow impact your finance team should weigh.
Factor in cost of capital on $23,750 for 8 weeks before comparing.
Rapid Fab — Clean quote, best overall value
Clean
Rapid Fab priced unit cost, tooling, lead time, DDP terms, and provided ISO 9001 and RoHS documentation upfront. Everything is clear, verifiable, and comparable with no assumptions needed.
Real landed cost: $41,200 — best total value. Recommend for PO.
The AI writes and sends the procurement summary automatically
Once the analysis is complete, the AI drafts this report and emails it to your procurement lead and VP of Operations. Everything they need to decide which supplier gets the PO — in one place, no spreadsheet archaeology required.
Step by step

Here’s exactly how it works

Three things happen automatically — from when a supplier quote hits your inbox to when your team gets the full landed cost comparison. No spreadsheet building. No manual data entry.

📤
Step 1
A supplier quote arrives — any format
The system watches your RFQ inbox. The moment a reply lands — PDF, Excel, Word, or plain email — it picks it up automatically and starts processing. Domestic suppliers, overseas factories, it doesn’t matter.
Orchestrated by n8n or Make.com — the tools that connect your inbox to the rest of the workflow.
n8n Make.com Gmail Outlook
→
🤖
Step 2
The AI reads it and calculates the real landed cost
Claude AI reads each quote like an experienced procurement analyst. It finds unit price, tooling fees, MOQ requirements, lead time, shipping terms, payment conditions, and certifications — then calculates the true all-in cost per unit landed at your facility.
This replaces SAP Ariba and Coupa — procurement platforms that run $50,000–$200,000 per year in enterprise licenses.
Claude AI
→
📋
Step 3
Your team gets the full comparison & recommendation
The AI writes a summary email with the landed cost comparison, flags any supplier with hidden fees or missing certifications, and sends it to your procurement lead and VP of Ops. The full comparison sheet goes into Google Sheets for the whole team.
Results logged to Google Sheets and Airtable so every decision is tracked and auditable.
Sheets Gmail Airtable Outlook
What this replaces

Enterprise procurement software costs $50k–$200k a year.

Here’s what manufacturers and procurement teams are paying today — and what they get when they let us build the same capability as an AI agent they own outright.

SAP Ariba Current option
$100k+
per year, enterprise contract
Full procurement suite
Supplier management built in
6–12 month implementation
Suppliers must use the portal too
You rent it forever
Coupa Current option
$50k+
per year, enterprise contract
Good spend management tools
Supplier onboarding workflow
Still requires manual review
Price increases every renewal
You rent it forever
Your procurement analyst Current option
1 day
per RFQ, manually, every time
Knows your supplier relationships
Can negotiate directly
1 full day per RFQ package
Misses buried line items when rushed
One RFQ at a time
Omni AI Agent What we build
You own it
one-time build · no annual fees
Works on every format automatically
Calculates true landed cost per supplier
Flags hidden fees & missing certs
Sends the procurement report automatically
You own it — not a subscription
Demo Notice: This is an interactive concept demonstration of an AI-powered manufacturing supplier quote comparison workflow. All supplier names, pricing, part numbers, and specifications are illustrative only. Omni Online Strategies designs and builds custom AI automation systems scoped to your specific procurement workflow and supplier relationships.
Josh Leavitt — Founder, Omni Online Strategies
From the founder
“The procurement analyst who manually builds the comparison spreadsheet every time an RFQ closes is doing exactly what AI should be doing. Not because their judgment doesn’t matter — it does — but because the data work shouldn’t take a full day before the judgment can even start.”
Every manufacturer I’ve talked to has been burned by a supplier who looked cheapest on paper. It’s always something that was in the quote — buried in a footnote, using different shipping terms, or just missing entirely. This agent finds it before the PO goes out, every time, on every RFQ your team runs.
Josh Leavitt
Founder & CEO · Omni Online Strategies

Let’s talk about your procurement workflow →