AI Solution
We don't sell AI hype. We find the one process eating your team's time — and build a system that runs it for you.
What's Included
Muridle Studio provides AI automation and workflow automation services for small and growing businesses in Singapore. We start with a discovery call to map your busiest, most repetitive process — enquiry handling, reporting, or moving information between tools that don't talk to each other — then design and build a custom automated system around it. Built on your own tools and accounts, with clear documentation and human check-ins, not a black box.
One Example, Start To Finish.
One example — a customer message arrives outside office hours: a booking question, a complaint, a quote request. Normally it sits until someone's back at their desk on Monday, by which point they've messaged someone else.
Click any step to jump there — earlier steps stay visible so you can see the whole run. Worked examples from builds we tested — not built for any specific client's tools.
The result: nothing waits for office hours. A routine question gets an instant, ready-to-send reply. Anything sensitive — a complaint, a big order — gets flagged and held for a person to check, instead of being answered blind or missed entirely.
What This Covers.
Not one product — a handful of shapes that most repetitive work falls into.
Enquiry & Lead Handling
The moment a message or form comes in — WhatsApp, email, a contact form — it gets read, sorted by urgency and topic, and either answered on the spot or handed to the right person. Nothing sits in an inbox waiting for someone to notice it.
Back-Office & Reporting
Invoices, weekly numbers, status updates — work that's the same shape every time but still takes someone an afternoon by hand. We build the system that pulls it together and sends it out on schedule.
Connecting Your Tools
Two systems that don't talk to each other — a form tool and a spreadsheet, a CRM and WhatsApp — wired together so information moves on its own, with retries built in for when something fails.
Reading Documents & Messages
Invoices, forms, long email threads, messy notes — turned into a structured record instead of retyped by hand.
Social Account Operations
The weekly grind behind an account that posts consistently: pulling source material, preparing captions for each platform, queueing posts, and flagging comments that need a real reply. The judgement stays with you; the repetition does not.
AI-Assisted Content Production
Subtitling, translation, voice, image and video generation, and cutting long footage into short-form — set up as a repeatable pipeline on your own material, so output does not depend on how much time one person has that week.
Automation Pilot
A focused first engagement built around your single highest-cost process.
- Discovery call — map your current process
- One workflow, built and tested on real data
- Handover with documentation — you keep the system
- Optional ongoing monitoring & support
Ready to Start? Book a Discovery Call
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This is a custom engagement — most businesses start with one process before scaling to more. Message us on WhatsApp or email [email protected] for a quote.
Plate to Post
The same thinking, packaged for f&b
One process, built out until it became a product of its own: an f&b business films a take on its phone, and the topic, script, shot-by-shot framing, edit, subtitles and captions for four platforms come back done. Built for Singapore and Malaysia, in English or Chinese.
See how it works →FAQ
Q: What kind of processes can you automate?
A: Repetitive, rules-based work that currently runs on manual copy-paste, spreadsheets, or someone checking multiple inboxes — like sorting incoming enquiries, compiling weekly reports, or moving information between tools that don't talk to each other.
Q: Have you actually built something like this before?
A: We run scheduled, unattended automation for our own content operations every week, and use it as the proof point when we scope a new build. We haven't run a paid automation engagement for a client yet — what we're offering is the same engineering approach, applied to your process.
Q: Do I need to already use AI tools?
A: No. We handle the technical build — you just need to walk us through what the process looks like today.
Q: Will this replace my staff?
A: No. The goal is to take repetitive steps off their plate, not their job. Your team handles the parts that need a real person; the system handles the rest.
Q: Does it run on my own accounts and tools?
A: Yes, wherever possible — we build on your existing accounts (email, spreadsheets, messaging tools) so you keep full ownership and access, not us.
Q: How much does it cost?
A: This is a custom engagement — pricing depends on the process and tools involved. Message us on WhatsApp or email [email protected] for a quote.