Just PostedHow We Plan MVPs That Ship in 12 WeeksFounder PlaybookFrom Founder Idea to Technical BlueprintAI EngineeringWhere AI Helps Engineering and Where It Doesn'tSaaS GrowthThe 5 Risks That Kill Early SaaS ProductsBrowseAll insights →Just PostedHow We Plan MVPs That Ship in 12 WeeksFounder PlaybookFrom Founder Idea to Technical BlueprintAI EngineeringWhere AI Helps Engineering and Where It Doesn'tSaaS GrowthThe 5 Risks That Kill Early SaaS ProductsBrowseAll insights →

AI Automation Studio · Vol. Three · Free-Audit Edition

We build automation.We build with you.

Studio Open · Taking Briefs
MDEC Recognised
Free 24h Audit · No Sales Call

A Malaysia-based engineering studio that designs, ships, and operates AI and automation workflows for businesses — agentic systems, custom MCPs, document intelligence, and the integrations that wire them into your stack.

Service domains

6

From agentic workflows to RAG

Audit turnaround

24h

Free, no commitment

Engagement model

Hybrid

Strategy → Build → Operate

Recognised by

MDEC — Malaysia Digital Economy Corporation

Malaysia Digital Economy Corp.

What we do

Six lines of practice

Doc 01 / 06

One discipline expressed six ways — every line is an outcome we ship for clients, paired with the production stack we use to deliver it.

We design and ship multi-agent workflows that handle messy, multi-step processes without a human in the loop on every step — research, triage, drafting, review, escalation. Built with explicit state, observability, and rollback paths so the agents are accountable, not magical.

Use cases

  • Sales-research agents that qualify leads overnight
  • Compliance pipelines that pre-screen contracts and surface red flags
  • Background ops agents that watch dashboards and act on thresholds
StackLangGraphCrewAIAutoGenAnthropic SDKOpenAI SDK

3 SaaS in Production

LLMHealthcare AIRAG

Pharmaceutical Clinical Trial

Accelerating clinical trials with LLM-powered patient recruitment and protocol optimization.

In Production

Agentic AIPredictive OpsInventory

3PL Inventory AI

Predictive replenishment and inventory management using autonomous agentic AI layers.

In Production

Voice AILLMTelephony

BPO AI Voice Agent

Automating customer support and outbound calls with hyper-realistic AI voice agents.

In Production

The Process · How We Work

How We Build With You

01

Discovery

We align on the problem, the market, and the commercial logic.

02

Architecture

We design the technical foundation and data schema.

03

MVP Build

Rapid development of the core value proposition.

04

Pilot

Launch to a closed group of initial users for feedback.

05

Iterate

Refine based on real usage data and metrics.

06

Scale

Optimize for growth and broader market release.

Competitive Position

Why Agrade?

Agrade PrestasiTypical AI AgencyTraditional Dev Shop
We think before we build (Strategy First)Hype-driven development"Yes men" (Builds whatever you ask)
We build our own products (Skin in the game)No product ownership experienceBillable hours focus
Human + AI Hybrid SystemGood at demos, bad at productionSolid code, zero strategy

How partnerships work

Four steps from call to handover

Doc 06 / 06

No surprises, no scope creep, no reasoning yourself into 'one more month'. Each phase has a fixed shape and a clear exit — you always know where you are.

01

Conversation

30-min discovery call

We figure out together if this is the kind of problem we should be building.
02

Blueprint

Two-week strategy + architecture

You leave with a doc you can hand to any team — even if that team isn't us.
03

Build

8–12 weeks · weekly demos

Code is yours from contract day one. Friday demo, Monday plan, repeat.
04

Operate

Optional retainer · CTO support

We stay on as your fractional CTO until your in-house team is ready.

Engagement details · Pricing on request

→ Read the partnership brief

The next workflow

Bring the insight.
We bring the build.

A 24-hour written audit. No deck, no pitch — just whether your workflow is the kind we should be automating together.

Reply within 24h · Cyberjaya