01
Take the Manual Work Off
Reports, reconciliation and data copied by hand between systems that were never built to talk to each other. Agents do the work; your team checks it.
AI Operating Partner, Jakarta
The AI Operating Partner for Family Businesses
Your business is profitable and your customers are loyal. But the numbers arrive late, the know-how sits with one person, and every big decision runs through one head. We take the manual work off your team and give you a current picture of the business to decide with.
1 hour
From raw community mentions to a ranked list
We clustered what owners were saying into product insights and critical alerts, each with an owner.
6
Business functions covered
Marketing, sales, legal, finance, product, data. The same agent stack pointed at different work.
Overnight
Daily reporting turnaround
Someone used to assemble the daily sales report by hand. Now a pipeline delivers it before the workday starts.
Who we work with
Built for Businesses Like Yours
Family-Owned and Profitable
A business that already makes money, with customers who keep coming back.
Running on One Person's Memory
Spreadsheets, WhatsApp threads and a few people who know how everything works.
Ready for What Comes Next
Owners preparing the next generation, or ready to grow past the founder.
What we do
What We Build
02
A Live Picture of the Business
Sales, stock and operations in one view that refreshes every day, so decisions run on this week's numbers. Every figure traces back to its source.
03
Pressure-Test Big Decisions
Before you open a branch, change prices or hand a division to the next generation, one agent builds the case, another attacks it and a third plays your competitor. You decide with the weak spots already on the table.
In beta04
AI Diagnosis & Problem-Framing
We find where the work and the money actually go, and whether AI is the right answer, before anyone builds anything.
The engagement
Diagnose → Build → Run Alongside
- 01DiagnoseWe start where your team already feels the pain: where the work goes, what it costs you, and whether AI is the right answer.
- 02BuildThe smallest system that removes the work, with a person in front of anything it produces.
- 03Run AlongsideWe stay on after go-live until the new way is simply how your team works, and keep the system current as the business changes.
Selected work
Running in Production
Indonesian mobility brand
Community Sentiment Intelligence
The product team had no ranked view of what owners were complaining about. We clustered the community's own words and handed back a list with an owner against every item.
Read the case
National automotive manufacturer
Overnight Sales Reporting
We rebuilt a manual daily reporting routine as a pipeline that lands before the team logs in.
Read the case
Heavy-equipment rental, Greater Jakarta
Operational Diagnostic
We traced every inquiry through to its invoice, found where deals stall, and handed over a three-phase digitisation roadmap.
Read the caseWhy it compounds
Everyone Can Buy the Same AI
Your Data
Years of transactions, customers and suppliers that no competitor has. We build on it, so the answers fit your business rather than an average one.
Your Way of Working
The system follows how your business actually runs, including the know-how that today sits in one person's head. That is hard to see from outside and harder to copy.
Time Ahead
Every month it runs, the data gets richer and the next decision gets better. A competitor who starts later starts behind.
Start With a Diagnostic.
Tell us where the business still runs on one person's memory. We'll say whether AI should touch it, and what a first phase would take if it should.