AI Automation Deployment
Hand repetitive, rule-based work to a system that never sleeps. From WhatsApp AI customer service to automatic document recognition, we first build a working version for one high-value use case, then expand step by step once the results are proven.
What's included
WhatsApp / website AI customer service
Instant replies to common questions and enquiries in Chinese, English and BM, with complex cases handed to a person along with a summary.
Sales lead collection and follow-up
Leads from multiple channels are consolidated and scored automatically, with reminders to salespeople at the right time.
Document recognition and auto-entry
Invoices, POs and receipts are read, validated and written into your accounting or ERP system.
Automatic quotations and contracts
Connect customer data, price lists and templates to generate a first draft in one click, then send after human review.
Internal knowledge base Q&A
Staff handbooks, SOPs and product information, answered on demand, so new hires get up to speed faster.
Automatic daily reports and alerts
Key numbers sent to the owner's WhatsApp every day, with instant alerts for unusual swings.
If this sounds like you
- Businesses with more WhatsApp enquiries than they can answer
- Teams with scattered sales leads that rely on memory for follow-up
- Finance or admin staff who key in large volumes of documents by hand every day
- Companies whose owners want to see business numbers at any time
Four steps
- 01
Choose a use case
Together we pick the first use case with the highest value and lowest risk.
- 02
Build a working version
Within 2–4 weeks, we build a minimum version that can be used for real.
- 03
Trial and tuning
A small-scale launch, tuned against real data, with handoff rules set up.
- 04
Full launch and expansion
We train your team, monitor continuously, then replicate to other use cases step by step.
About AI Automation Deployment
What if the AI gives a wrong answer?
We limit what the AI can answer, set handoff rules, and read key information such as prices and delivery times straight from your system. We also provide conversation logs for you to review.
Will our data be used to train models?
We prefer API options that come with business-grade data terms, and we minimise the personal data sent. The exact position depends on the chosen provider's terms of service, and we will set this out in the proposal.
Do you support Bahasa Malaysia and Chinese?
Yes, Chinese, English and BM, and we test with your real conversations, including mixed language.
Which tools do you use?
It depends on the use case. Common combinations include OpenAI / Claude / Gemini, n8n / Make / Zapier, WhatsApp Business API, Google Workspace and popular accounting software.
You may also need
Technology & AI Consulting
Understand your processes first, then decide whether AI is right.
Workflow Development & Optimisation
Stop moving orders, inventory, finance and customer data around by hand in Excel.
Want to see how AI Automation Deployment could help you?
Book a free 30-minute diagnosis. We'll talk through your processes, pain points and goals, and give you a practical next step. No commitment.