What we build.

Every agent is custom. But these are the use cases we've built most often — and where we've seen the clearest results.

WhatsApp AI Agent

Your customers are on WhatsApp. Your team can't reply fast enough. We build custom AI agents that handle WhatsApp enquiries instantly — in your brand's voice, in multiple languages.

2 hours → instant

How it works

Customer Support Automation

Your support team is answering the same questions hundreds of times. We build AI agents that handle the routine — across WhatsApp, email, and web — so your team handles what actually matters.

300% increase

How it works

Automated Quotation Processing

Enquiry comes in. Quotation goes out — in hours, not days. In multiple languages, with consistent formatting and accurate pricing. We build AI agents that handle the quotation pipeline end-to-end.

60% faster

How it works

AI Appointment Booking

Patients and clients book at all hours. Your front desk closes at 6pm. We build AI agents that handle scheduling, reminders, and rescheduling — 24/7, on WhatsApp.

60% reduction

How it works

AI HR Screening

Your HR team screens hundreds of CVs for every hire. Most don't match. We build AI agents that screen, shortlist, and even conduct preliminary interviews — with bias mitigation built in.

75% faster

How it works

Complex fee structures, sibling discounts, package pricing, late payments — invoicing that should be automated but never is. We build AI agents that handle the numbers so your admin handles exceptions.

90% fewer errors

How it works

AI Lead Qualification

Not every enquiry is a qualified lead. We build AI agents that screen, score, and route leads — so your sales team only talks to prospects worth their time.

65% faster

How it works

Multilingual AI Agent

English, Mandarin, Malay — and more. We build AI agents with native multilingual support built in. Not translation layers on top of English. Genuinely multilingual, from the ground up.

95%+ across 3 languages

How it works

AI Onboarding Automation

New hires need documents signed, systems set up, and questions answered — all in the first week. We build AI agents that handle the admin so your HR team handles the welcome.

60% faster

How it works

AI Order Processing

Orders come in via WhatsApp, email, and phone. Your team re-keys them into your system manually. We build AI agents that capture, validate, and process orders automatically — no matter how they arrive.

85% faster

How it works

AI Data Entry Automation

Receipts, invoices, forms, handwritten notes — your team spends hours entering data that could be captured automatically. We build AI agents that extract, validate, and enter data from any source.

95% reduction

How it works

AI Attendance Tracking

Manual attendance sheets, late submissions, and reconciliation headaches. We build AI agents that track attendance automatically and feed it into your invoicing, compliance, and reporting systems.

80% reduction

How it works

AI Menu Planning

Dietary requirements, allergies, cost targets, nutritional guidelines, supplier availability — menu planning is complex. We build AI agents that generate compliant menus that your kitchen can actually execute.

30% reduction

How it works

AI Inventory Management

Stockouts lose sales. Overstocking ties up cash. We build AI agents that track inventory in real-time, predict demand, and trigger reorders — so your shelves are right-sized, not over- or under-stocked.

35% reduction

How it works

AI Commission Tracking

Complex commission structures, split deals, tiered rates, bonuses — tracked in spreadsheets that nobody trusts. We build AI agents that calculate commissions accurately, transparently, and on time.

90% fewer

How it works

AI Document Processing

Contracts, receipts, compliance forms, delivery orders — your team processes hundreds of documents manually. We build AI agents that read, extract, classify, and route documents automatically.

85% faster

How it works

AI Procurement Automation

RFQs, purchase orders, supplier comparisons, approval chains — procurement is slow because it's manual. We build AI agents that handle the paperwork so your team handles the decisions.

75% faster

How it works

AI Reporting & Compliance

ECDA submissions, MOE reports, audit documentation — compliance reporting is repetitive, high-stakes, and always last-minute. We build AI agents that compile, validate, and format reports automatically.

80% faster

How it works

AI Payment Follow-up

Overdue invoices, missed payments, awkward reminder emails — chasing money is uncomfortable and time-consuming. We build AI agents that handle payment reminders consistently, politely, and on time.

40% faster

How it works

AI Customer Feedback

You know feedback matters. But surveys go unanswered, review requests feel spammy, and NPS scores never get actioned. We build AI agents that collect feedback naturally — through the conversations you're already having.

3-5x higher than email

How it works

Something we haven't listed.

Most of our best work started with a conversation, not a spec sheet. Tell us what's broken or slow — we'll tell you honestly if AI can fix it.

Tell us what you need

What we build.

WhatsApp AI Agent

Customer Support Automation

Automated Quotation Processing

AI Appointment Booking

AI HR Screening

AI Invoice Automation

AI Lead Qualification

Multilingual AI Agent

AI Onboarding Automation

AI Order Processing

AI Data Entry Automation

AI Attendance Tracking

AI Menu Planning

AI Inventory Management

AI Commission Tracking

AI Document Processing

AI Procurement Automation

AI Reporting & Compliance

AI Payment Follow-up

AI Customer Feedback

Something we haven't listed.