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Use cases / Contoh solusi

Real examples of what we build

Easier to understand from a real case than from a brochure. Each example follows the same shape: the problem, what we built, and what changed.

Retail UMKM

WhatsApp order chaos turned into one small dashboard

Problem
A local snack producer took orders across three WhatsApp numbers and one notebook. Orders were lost every week and stock was guesswork.
Solution
A Micro SaaS order board with an AI assistant that reads pasted chat messages and turns them into structured orders, plus simple stock alerts.
Result
Lost orders dropped to near zero and daily admin time went from ~2 hours to under 20 minutes.
Professional Services

AI assistant that answers client questions inside the app

Problem
A tax consulting firm answered the same twenty client questions over and over, mostly outside working hours.
Solution
An in-app AI assistant grounded only in the firm's own documents, with automatic hand-off to a human when the question is sensitive.
Result
Around 70% of routine questions resolved without staff, and response time outside hours dropped from a day to seconds.
Education

Digital literacy program for a 24-person team

Problem
A distribution company bought software licences that almost nobody used, so the manual process stayed in place.
Solution
A four-session literacy program using the company's real files, plus short internal guides and a champion in each division.
Result
Tool adoption reached 85% within two months and duplicate data entry was removed from three divisions.
Operations

AI agent that drafts weekly reports from raw data

Problem
An owner spent every Friday evening assembling a report from spreadsheets and marketplace exports.
Solution
A scheduled AI agent that pulls the exports, writes the narrative summary, and sends a draft for approval.
Result
Report preparation went from 4 hours to a 10 minute review, with a consistent format every week.
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