Document processing
Extract draft data and send exceptions to a reviewer.
AI automation · Malaysia
AI automation.
Human oversight.
Connect your tools and use AI for variable documents and text, with people reviewing important decisions.
Choose a practical first use case.
Enquiry routing
Classify enquiries, assign an owner and prepare a response.
Connected workflows
Move approved records between your CRM, accounting and operations tools.
Customer assistants
Answer common questions from agreed sources and hand over complex requests.
Workflow example
From document to reviewed record.
- Receive a document
- Extract draft fields
- Reviewer approves
- Update the agreed record
A general example for an operations team. AI prepares draft fields; validation and a reviewer decide what reaches the destination. Missing data and failed connections need a clear exception path.
Know the scope and the cost.
From RM 8,000
A starting project price. Your written proposal defines deliverables, milestones and the fixed price for your agreed scope.
See pricingPlan the ongoing costs too.
Hosting, third-party services, AI usage and post-launch support are scoped separately where applicable.
AI or ordinary automation?
A reminder or a predictable record update usually needs rules. Document interpretation and enquiry classification may benefit from AI.
Read the automation guideQuestions before you build.
Can we work with ETD from Singapore?
Yes. ETD is based in Kuala Lumpur and can scope remote delivery for Singapore teams. Before development, we agree the workflow, working language, access and hosting requirements, quote currency, third-party fees, acceptance tests and support hours. Your proposal defines handover, including code and licence arrangements, data export and operating documentation.
What kind of AI automation does ETD Digital build?
AI customer-support assistants, workflow and lead-qualification automation, and document or report processing - built into the systems your team already uses, not bolted on as a standalone tool.
What happens when AI output is uncertain or a connection fails?
Keep extracted fields and responses as drafts until the agreed validation and review checks pass. Define safe retries, duplicate handling and alerts, with a named person responsible for exceptions and failed connections.
How much does an AI automation system cost in Malaysia?
The AI solutions service starts from RM 8,000. The fixed-price proposal depends on the workflows, integrations, document formats and review steps required. Hosting, AI usage and ongoing support are scoped separately where applicable.
What business processes can AI automate for Malaysian SMEs?
ETD Digital builds automation for lead qualification, customer enquiries, appointment reminders, document processing, data routing and reporting. We identify a repetitive workflow, measure its current workload and test the result before expanding. Time savings depend on the process and data quality.
Can you build a WhatsApp chatbot as part of an automation system?
Yes - via the WhatsApp Business API, as one channel wired into a broader assistant that also handles appointment bookings and lead qualification, not a standalone bot.
When should a business use AI instead of ordinary workflow automation?
Use ordinary rules for predictable tasks such as moving approved records, sending reminders and synchronising stock. AI can help with variable text, document extraction and enquiry classification. Keep human review for uncertain outputs and consequential approvals.