An RFQ on WhatsApp for a manufacturer is usually a one-line message with a photo, so the sales engineer spends the first call rebuilding the request. An AI agent can collect the product spec, drawing, quantity, delivery date and company details first, check them against your MOQ, then hand a complete RFQ sheet to your account manager.
- Most B2B enquiries on WhatsApp are incomplete RFQs: a photo, a quantity, and 'berapa harga?'
- An AI agent can ask the missing questions in order, accept drawings, PDFs and photos, and build a clean RFQ sheet.
- The agent checks the request against your MOQ and standard lead times, but never sets a custom price.
- It grades the buyer so your account manager calls the serious ones first.
- Pricing, sampling, NDAs, credit terms and technical feasibility stay with your people.
- The agent's real value is that the first sales call starts at question ten, not question one.
Why is an RFQ on WhatsApp for a manufacturer so often incomplete?
An RFQ on WhatsApp is incomplete because the buyer is typing on a phone between meetings, so they send a photo of a part and a single line. Your sales engineer then needs five more messages, or a call, to learn what is actually wanted.
Picture a purchasing executive at a factory in Penang who needs a replacement bracket. She sends a photo and writes: 'Can quote? 500 pcs.' There is no material, no finish, no drawing, no delivery date and no company name. Your salesperson replies with questions the next morning, she has already sent the same photo to three suppliers, and the one who asked the right questions first is the one she keeps talking to.
The fix is not a longer web form. B2B buyers use WhatsApp because it is quick. The fix is an agent that asks those questions in chat, in the right order, the moment the message arrives.
What should an AI agent collect before the sales call?
The agent should collect the fields your estimator needs to quote, and it should flag which are still missing. Build the list from the last 20 RFQs your team handled.
| Field | Why it matters | Typical way it arrives |
|---|---|---|
| Product or part, with drawing or photo | Defines the job | Photo, PDF, CAD file or description |
| Material and grade or finish | Drives cost | Often missing, agent asks |
| Quantity, and repeat volume per year | Checks MOQ and price break | One number, agent asks about repeats |
| Required delivery date | Checks lead time | Often 'urgent', agent asks for a date |
| Delivery location | Freight and terms | Factory address or port |
| Company name, contact and role | Qualifies the buyer | Agent asks politely |
| New part or repeat order | Sampling needed or not | Agent asks |
| Special requirements, such as certificates or testing | Feasibility | Agent asks, staff judge |
The agent does not need every field before the call. It needs enough that your salesperson can pick up the phone with the full picture. Anything unanswered shows on the sheet as 'not given', so nobody assumes.
What does an RFQ conversation look like?
A good RFQ conversation acknowledges the request, asks two questions at a time, and tells the buyer what happens next.
[photo of a metal bracket] can quote? 500 pcs
Hi, thanks for sending this. I can see the bracket in the photo. To prepare a quote for our team, could you share a drawing or dimensions if you have them, and the material you need, for example mild steel or stainless?
[PDF drawing] mild steel, powder coat black
Got the drawing and the finish. Two more things: when do you need the 500 pieces, and is this a one-off or will you order regularly?
End of next month. monthly repeat maybe
Noted: 500 pcs, mild steel with black powder coat, due end of next month, possible monthly repeats. Our minimum order and lead time for powder-coated parts are within that request. May I have your company name and who should we address the quotation to? An account manager will review the drawing and contact you with a price.
Illustrative example.
The agent never named a price. It confirmed that the request fits the stated MOQ and lead time because those are written rules, and it promised a person would follow up. If the drawing needed an engineer's judgement, the sheet would say so.
How does the agent handle MOQ and standard lead time?
The agent compares the request with the MOQ and lead time you have written, and says so plainly. It does not negotiate or bend them.
- Above MOQ and inside lead time: the agent notes it fits and passes the sheet on.
- Below MOQ: the agent explains your minimum, offers any standard alternative you have approved, and flags the buyer for a salesperson if there is a repeat-volume story.
- Faster than standard lead time: the agent says it cannot promise that date and marks the RFQ 'rush' for the account manager.
- Not what you make: the agent says so kindly, and does not guess. It saves the salesperson a wasted call.
This is one of the most useful honest limits in B2B. A buyer told 'our minimum is 1,000' in the first minute is better served than one told on day three.
Want to see how this looks with your own business? WhatsApp us and chat with the ChatsHero AI.
How does the agent decide which RFQs the account manager calls first?
The agent grades each RFQ using rules you set, so the strongest enquiry gets the first call. ChatsHero calls this AI lead-quality sorting and grading, and the rules are yours to define.
| Grade | Typical signs | Account manager action |
|---|---|---|
| A | Company named, drawing supplied, quantity above MOQ, delivery date given | Call within the hour |
| B | Most fields given, one gap such as material | Call same day after checking |
| C | Photo only, no company, asks price only | Agent keeps asking; salesperson reviews later |
| D | Outside your products or below MOQ with no repeat | Polite decline or standard alternative |
In our own sales work, quotations often go quiet once they are sent, which is why the steps after the quote matter as much as the first reply. Quoting every enquiry is not the same as selling. Grading before quoting is how a small sales team avoids spending its week on price-only requests.
What do Malaysian manufacturers need to remember on the buyer side?
Malaysian manufacturers deal with purchase orders, credit terms and, for many, e-invoicing. A buyer's company will usually raise a purchase order after approving a quotation, and your finance team then invoices.
- Purchase order follows quotation. The agent can remind the buyer to send the PO and log it, but your team confirms the order.
- Credit terms are a staff decision. New accounts, credit limits and payment terms are approved by people.
- Invoicing rules change. The LHDN pages on e-invoice explain what applies to your business. Our guide to e-invoice and WhatsApp for SMEs shows how buyers' details are collected.
- Buyers' staff are personal data. A named purchasing executive's number is personal data under the PDPA. Collect what you need, use it for the stated purpose, and do not blast it later without opt-in.
When must the AI hand over to a salesperson?
The AI must hand over whenever the next step is a price, a technical judgement or a commercial promise. These are the points where trust is built, and a person should be there.
- Pricing for any non-standard item.
- Samples, prototypes, tooling and engineering changes.
- NDAs, confidential drawings and certificates.
- Credit limits, payment terms and disputes.
- Large or strategic accounts, tenders and repeat contracts.
- Complaints about a delivered order.
- The buyer asks for a person.
When handing over, the agent should send the account manager a short summary with the RFQ sheet attached, so the buyer is not asked the same questions twice. Our article on human handover on WhatsApp covers the mechanics.
Who is this not suited to?
This is not suited to a factory whose products are fully custom and engineered case by case, where every RFQ needs an engineer in the first minute. The agent still collects the basics, but its value is smaller.
It is also not suited to a business with no written MOQ, lead time or product range. Write those first. If your RFQs come by email only, WhatsApp may not be your channel yet.
How does a ChatsHero AI Agent Office run RFQ intake for a manufacturer?
ChatsHero, a Malaysian AI agent platform, builds your AI Agent Office from your product list, MOQ and lead-time rules, SOP and past RFQs. A receptionist agent greets the buyer, a sales agent runs the RFQ questions and reads drawings, photos and voice notes, and a reporting agent gives your sales manager a morning list of graded RFQs.
Account managers step into any chat. The overview is in What is an AI agent office?, and a free 30-minute Zoom demo can run on one of your own RFQs.
Frequently Asked Questions
Can an AI agent collect an RFQ on WhatsApp?
Yes. It can ask for spec, material, quantity, delivery date and company details, accept drawings, PDFs and photos, and build a sheet for your account manager.
Will the AI quote a price to the buyer?
It should only quote items with a fixed written price. Custom pricing, discounts and credit terms are set by your salesperson.
Can it check my MOQ?
Yes. It compares the request with the MOQ and lead time you have written, and tells the buyer plainly. It does not bend the rules.
Does it replace my sales engineer?
No. It does the intake so the engineer starts the first call with the full request in hand. Technical judgement, samples and negotiation stay with people.
How much does it cost?
ChatsHero starts at RM350 a month for Starter, RM650 for Growth and RM950 for WE-DO with done-for-you setup. Meta's WhatsApp message charges are separate.