Practical AI systems for real operations

AI-powered systems that help your business run smarter

We design and build practical AI tools, operational platforms, and automations that reduce manual work, connect your data, and help growing teams scale without chaos.

0Systems shipped
0Industries
0/7Assistant coverage

Operating layer

Connected AI system

Chat
Orders
Inventory

AI workflow engine

Draft response
Update record
Route approval
Customer app
Team console
Decision log
HR assistantsCustomer service AILoyalty appsPOS integrationOrder automationInternal copilotsHealthcareF&BRetailOperations dashboards

The problem

Most businesses do not need more tools. They need better systems.

Customer support repeats the same answers every day.

Operations depend on manual updates across disconnected tools.

Business data is spread across chats, spreadsheets, apps, and inboxes.

Growth creates more complexity instead of clearer processes.

What we build

One connected system, built from the workflows that matter.

AI Assistants

Customer support bots, internal knowledge assistants, and team copilots trained around your real workflows.

SupportKnowledgeInternal tools

Operational Systems

Loyalty apps, order flows, transaction systems, inventory views, and logistics tools built as one operating layer.

POSLoyaltyOperations

Automation & Integration

Connect existing tools, automate repeatable work, and turn scattered data into useful actions.

APIsWorkflowsReporting

Selected work

We do not just build features. We build foundations.

Each project below started with one painful process and grew into a system the team now runs on every day.

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Systems delivered

0

Industries served

0

Mobile platforms

Healthcare · Human Resources

Leading healthcare group · Surakarta

HR chatbot integrated with live employee data

Every leave request, payroll question, and policy lookup used to land on a small HR team. We integrated an assistant into the tools staff already use, connected it to real HR records, and left the team to handle only genuine exceptions.

Answers pulled from live HR records
Leave, payroll, and policy in one place
Edge cases escalated to a human
HR automationInternal assistantSystem integration

HR Assistant

Online

How many annual leave days do I have left?
You have 7 days remaining this year. Want me to file a request?
Yes — 3 days starting next Monday.
Submitted and routed to your supervisor for approval.

F&B · Customer Service

Top bakpia company · Bali

Intelligent customer service chatbot for a flagship F&B brand

Questions about flavours, stock, outlet hours, and delivery arrived nonstop across channels. The assistant answers instantly from real product and outlet data, carries an order question end to end, and hands off to staff only when it matters.

First response in seconds, around the clock
Aware of products, stock, and outlets
Clean handoff to the team when needed
F&BCustomer serviceConversational AI

Customer Care

Online

Is the original bakpia available today?
Yes — original and cheese are both in stock until 9 PM.
Can it reach Seminyak tonight?
Delivery takes about 35 minutes. Shall I start the order?

Retail · Mobile

Best pastry company · Surakarta

Android and iOS loyalty app with a customer insight layer

A loyalty programme running on paper stamps became a native app on both platforms. Points, rewards, and repeat-purchase behaviour now sit in one system, with a dashboard that shows the team who returns and what brings them back.

Native Android and iOS release
Points, tiers, and reward redemption
Repeat-purchase insight for the team
Mobile appLoyaltyCustomer data

Gold member

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How we work

From messy workflow to working system.

01

Understand

We map your workflows, tools, data sources, team handoffs, and bottlenecks before recommending anything.

02

Design

We define the right AI assistant, platform, or automation architecture around your actual business process.

03

Build & Iterate

We launch a practical first version, measure where it helps, then improve the system around real usage.

Built for operations-heavy teams.

Growing businesses with manual operations
F&B, retail, service, and support-heavy teams
Companies using too many disconnected tools
Founders who want useful systems, not AI demos

AI should be part of how your business runs from the start.

We build systems where operations are automated, decisions are data-informed, and growth does not break the process.

Our promise

AI-powered systems that help businesses operate smarter and scale faster.

Who you work with

A small team, directly involved in your build.

No handoffs to a junior team after the first call. The people who scope your system are the people who build and support it.

Johan Saputro Budiono

Founder

Johan Saputro Budiono

DevSecOpsPlatform engineeringF&B operations

A DevSecOps engineer who has built and secured software at one of the region's largest online travel platforms and in digital pharmacy, with first-hand roots in F&B business operations. That mix keeps what we ship production-grade and grounded in how a business actually runs.

Marcellius Wiliam Suntoro

Co-Founder

Marcellius Wiliam Suntoro

AI engineeringMachine learningProduct

An AI engineer who studied at Saarland University in Germany and now builds AI systems at leading AI companies there. He brings current, hands-on model and product experience to every build, so our AI work stays grounded in what genuinely holds up in production.

Start with one useful system

Let's build something your team can use every day.

Send a short note about the workflow you want to improve. We will help identify the simplest useful version to build first.

Talk to us

[email protected]