To qualify HRDC training leads on WhatsApp, an AI agent should collect six facts before a salesperson calls: who the contact is, how many staff need training, the skill or outcome wanted, the timing, the format, and who approves the budget. Claim eligibility and approval stay with your team and HRD Corp, never with the AI.
- A corporate training enquiry is a B2B lead with a committee behind it, so the first job is to find out who decides and who pays.
- Six facts are enough to qualify: contact role, headcount, training goal, timing, format and budget owner.
- The AI can ask whether the company plans to claim through HRD Corp, but it should not promise that a course is claimable or approved.
- Proposals and quotations need a human-written follow-up plan, because quotations often go quiet once they are sent.
- The best handover to a salesperson is a short brief, not a chat transcript.
- Public classes and in-house programmes need different questions, so the agent should ask which one first.
What does a corporate training lead look like on WhatsApp?
A corporate training lead on WhatsApp usually comes from an HR executive, an admin manager or a business owner who wants a price and a date, and who may not yet know exactly what they want. The first message is often just 'Ada course for sales team? How much?'
That one line hides several different buyers. One person wants a seat in a public class next month. Another wants a half-day in-house session for 40 staff. A third has been told by the boss to 'find something for HRDC budget before year end' and has no idea where to begin.
If your sales team treats all three the same, two of them get a wrong answer. If an AI agent treats all three the same, it gets worse faster. The fix is to qualify before quoting, and to do it in the order a buyer finds natural.
Which six questions qualify an HRDC training lead?
Six questions separate a serious company enquiry from a casual one, and each answer changes what your team does next. Ask them across the conversation, not as a form.
| Question | Why it matters | What your team does with the answer |
|---|---|---|
| What is your role, and who else decides? | HR often researches, but the boss or department head approves | Prepare the proposal for the approver, not only the contact |
| How many staff will attend? | Decides public class versus in-house, and the room or platform needed | Pick the right course format and trainer |
| What should change after the training? | 'Better communication' and 'sales targets' need different programmes | Match to a course outline and trainer |
| When do you need it? | Training near a deadline or budget cut-off needs earlier action | Prioritise the call and check trainer diary |
| In person, online or at your office? | Changes cost, travel and scheduling | Quote the correct delivery format |
| Do you plan to claim through HRD Corp? | Affects paperwork and timing | A human confirms what applies before anything is promised |
Notice what is missing: the AI does not ask for the company's bank details, tax numbers or staff IC numbers at this stage. Those belong later, in a controlled step, and only if the customer proceeds.
What the conversation looks like
Hi, ada training untuk sales team? Boss suruh cari course
Ada. Boleh saya tahu sikit supaya cadangan yang saya bagi tepat? Berapa orang yang akan attend, dan apa yang boss nak team lebih pandai buat, contohnya closing, handling objection, atau customer service?
12 orang. Closing la, sekarang ramai takut tanya harga
Faham, itu memang masalah biasa. Untuk 12 orang, biasanya program in-house lebih sesuai daripada public class. Awak nak buat di office atau online? Dan bila target kelas?
Office, before end of next month. Boleh claim HRDC kan?
Saya tak boleh janji claim sebab kelayakan bergantung pada status syarikat dengan HRD Corp dan kursus tertentu. Team kami akan semak bersama awak. Boleh saya sambungkan awak dengan konsultan kami, dan awak boleh beritahu nama syarikat serta siapa yang approve budget?
Illustrative example.
The agent never said yes to the claim question. It said what it knew, named who decides, and moved the buyer closer to a human who can check.
What should the AI say about HRDC claims, and what should it leave alone?
The AI should treat HRDC as a topic to collect information about, not a promise to make. Whether a company can claim for a particular course depends on facts that sit with HRD Corp and with your own registration and approval status, and those can change.
Give the agent a short, approved script. It can explain in general terms that many employers ask about claiming training costs through HRD Corp, ask whether the buyer's company is registered, and say that your team will confirm the process for their specific case. It should not state claimable amounts, approval odds or processing times.
- Safe for the AI: asking if the company intends to claim, noting the answer in the lead record, sharing your standard course outline.
- For a human: confirming eligibility, advising on the claim steps for this employer, and explaining how your registered programme is treated.
- Never for the AI: 'guaranteed claimable', 'will be approved', or any figure it was not given in your written SOP.
Rules around levy and claims change over time, so keep one human owner for that section of your SOP and check it against HRD Corp's own current information before updating the agent.
How should the agent handle public classes versus in-house programmes?
The agent should ask which one the buyer wants within the first three messages, because the two are really different products with different questions.
| Public class | In-house programme | |
|---|---|---|
| Buyer | Often one staff member, or HR booking a few seats | Department head or HR, with a boss approving |
| Key facts to collect | Number of seats, preferred date, invoice name | Headcount, goal, venue, preferred weeks, current skill level |
| Sales cycle | Short, often one conversation | Longer, usually needs a proposal |
| AI can do | Share dates, price, seat availability, reserve a seat | Qualify, then book a discovery call |
| Human must do | Handle invoicing exceptions | Scope, price and propose |
A public class lead can often be closed on WhatsApp with a seat hold. An in-house lead should be turned into a booked call as quickly as possible, with a clean brief ready for the consultant.
Want to see how this looks with your own business? WhatsApp us and chat with the ChatsHero AI.
What is different about selling training to Malaysian companies?
Selling training to Malaysian companies is slow, relationship-led and driven by budget calendars. The person messaging you is rarely the person who signs.
- Year-end budgets. Many HR teams look for providers when they realise a training budget is still unspent. Those enquiries are urgent but poorly defined.
- Comparison shopping. HR usually collects two or three quotations, so a slow reply is often a lost lead.
- Forwarding. Your proposal will be forwarded to a boss on WhatsApp. It should read clearly on a phone and work without you present.
- Language mix. The HR contact may write in English, BM or Chinese and the boss may prefer another. The agent should reply in the language the buyer uses.
- Trainer fit. Companies often want to know who the trainer is and what industries they have worked with. Keep trainer profiles in the knowledge base.
Speed matters here for the same reason it matters anywhere: a Harvard Business Review study of online leads found that firms that responded within an hour were much more likely to qualify a lead than slower ones. In training, the provider that answers first often sets the shape of the comparison.
What happens after the quotation goes out?
After the quotation goes out, the follow-up must be planned, because this is where most corporate leads quietly disappear. 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. Your numbers will differ, but the pattern is common: a quotation is not a close.
An AI follow-up agent can help in three ways, all within the limits you set.
- Confirm receipt. A short message the same day asking if the quotation arrived and whether anything is unclear.
- Answer small questions. Trainer background, course outline, what is included, venue needs.
- Check in once or twice. Ask whether the decision-maker has seen it and whether a short call would help. Then stop, as covered in our guide to following up without being annoying.
Discount decisions, customised scopes and negotiation go to your consultant. The agent can say 'let me bring in our consultant on that' without apologising.
What should the handover to your salesperson include?
The handover should be a five-line brief that a consultant can read in ten seconds. Do not forward a long chat and expect the salesperson to dig for the answer.
- Company name and contact role.
- Number of attendees and format wanted.
- Training goal, in the buyer's own words.
- Timing and any budget cut-off mentioned.
- Open questions, such as HRD Corp claim details or approver name.
The same record lets your team grade the lead. A company with a stated goal, a headcount, a date and a named approver is a hot lead. A message that only asks 'how much' with nothing else is a warm one that still deserves a reply but not a priority call.
When is this setup not a good fit?
This setup is a poor fit if you sell only a handful of large bespoke programmes a year, because each deal is a relationship that your director handles personally. It also does not help if your course outlines, prices and trainer profiles are not written down. The AI can only answer from what you give it.
It works best for providers who run a regular calendar of public classes, offer a menu of in-house programmes, and receive a steady stream of enquiries from ads, LinkedIn, referrals and website forms that all end up on WhatsApp.
How would a ChatsHero AI Agent Office run a training company's enquiries?
ChatsHero, a Malaysian AI agent platform, builds an AI Agent Office from your own course list, price sheet, trainer profiles and SOP. A receptionist agent greets and finds out whether the buyer wants a public class or an in-house programme. A qualifying agent asks the six questions above and tags and grades the lead. A booking agent offers consultant time slots for the warm ones. A follow-up agent checks in after the quotation within the limits you set, and human staff step in for claims, scoping and pricing.
You can see this working on your own course list in a free 30-minute Zoom demo.
Frequently Asked Questions
Can an AI agent tell a customer their course is HRDC claimable?
It should not. Claim eligibility depends on the employer's status with HRD Corp and the specific course, so the agent should note the question and hand it to your team to confirm.
How many questions should the AI ask a corporate lead?
Six are usually enough: contact role, headcount, training goal, timing, format and budget owner. Ask them across the conversation, answering the buyer's own question first.
Should public classes and in-house programmes use the same flow?
No. Public class enquiries can often be closed with a seat hold. In-house enquiries need qualification and then a booked consultant call, usually followed by a proposal.
Can the AI send our quotation?
It can send a standard price list or course outline you have approved. Custom quotations and negotiations should be prepared and sent by your consultant, and the AI can then follow up on receipt.
Does this work if the HR contact writes in Chinese or BM?
Yes. AI agents can reply in English, Bahasa Malaysia, Chinese and mixed Manglish. Test it with real past chats before going live.