AI business advisory

We find the bottleneck,
then remove it.

We automate operational bottlenecks, from data extraction to complex multi step workflows. The system lands inside the tools your team already opens, usually WhatsApp, so nobody has to learn a new interface for it to pay for itself.

Method

Machine intelligence, kept inside the way you already work.

We automate operational bottlenecks, from data extraction to complex multi step workflows. The system lands inside the tools your team already opens, usually WhatsApp, so nobody has to learn a new interface for it to pay for itself.

01

Map the bottleneck

A working session on where the hours actually go. We leave with the three processes worth automating first and what each one costs you today.

02

Design the system

Model choice, routing, data boundaries and the handover points where a human still decides. You see the architecture before anything is built.

03

Build and deploy

We build it, connect it to your existing systems and run it alongside your team until the numbers hold up.

04

Hand over the keys

Documentation, admin access and a retainer if you want us on call. The system is yours, not rented back to you.

Engagements

Three ways to work with us.

Automation sprint
From RM1,000

A scoped build for one workflow, delivered and running.

  • Discovery session
  • One workflow built and deployed
  • Team walkthrough and documentation
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Infrastructure
On request

Private deployment on hardware you own, using appliances from our hardware partner where it fits.

  • On premise model serving
  • Data boundary design
  • Hardware supply and setup
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Sectors we work in
FinanceHealthcareLegalManufacturingHospitalityLogisticsRetail and ecommerce
Proof

What the work looks like in numbers.

Hotel industry

Mid to upscale property, East Asia
~80%Reduction in time spent on daily reporting and data consolidation
5 to 1Staff dependency for market segmentation reports, now fully automated
Under 60sOTA guest inquiry response time for recurring questions, down from hours
100%On premise, zero data leaving the client physical environment

Automated daily operating reports, competitor rate intelligence, OTA guest inquiry handling and a local knowledge base, without replacing a single existing system.

Apparel industry

Premium made to measure brand, East China
3x+Content output capacity with the same team size across multiple brands
Many to 1Fragmented tools unified into a single content operations backend
LowerBrand inconsistency and rework, replaced by reusable rules and personas
ScalableSystem built for multi brand, multi account, multi role growth

Unified Xiaohongshu and WeChat content operations across multiple brands, turning scattered manual workflows into a systemised, repeatable self media capability.

Start with the bottleneck.

Tell us what your team does by hand today. If automating it is not worth the money, we will say so in the first conversation.

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