Famgia
SELECTED WORKS

Development Work with
Japanese Enterprises.

Client names are withheld for confidentiality; we describe each by industry and scale. Eight companies and 24 systems — handled end to end from requirements through development and operations.

01 · Automotive aftermarket · Retail / Service
Nationwide car-goods chain, listed on TSE Prime

Real-time AI masking of license plates in in-store video

ChallengeLicense plates captured in store footage had to be blurred to protect privacy. Volumes were far beyond what manual work could handle.
ApproachWe built the training data and trained and tuned a license-plate detection model, then put ingestion, detection, blurring and output into a single production pipeline.
ResultStable operation with no manual work. Anything the model misses can be corrected from the operations console, so accuracy and operability go together. We continue to monitor and run the infrastructure post-release.
Systems we built · 4
  • License-plate detection AI model — From training-data creation to model training and tuning.
  • Real-time auto-masking pipeline — Production pipeline from video ingestion through detection, blurring and output.
  • Operations console — Upload footage, review results, and manually correct anything the model missed.
  • Infrastructure build & operations — Production environment, monitoring and operations — ongoing since release.
02 · Pharmacy · Voluntary-chain headquarters / Payments
Headquarters serving independent pharmacies nationwide (50+ years in business)

Core, payments, e-catalogue, e-commerce and CRM for a nationwide pharmacy network, on one platform

ChallengeProducts, orders, billing and inventory, information sharing with member stores, and the distribution and maintenance of payment terminals all lived in separate systems.
ApproachWe built a core system integrating the product master with orders, delivery, billing, receivables and inventory, then extended the same platform step by step: payment-gateway integration with store apps and terminal management, an e-catalogue, a B2B ordering site with per-pharmacy shops, CRM, and medication follow-up.
ResultHeadquarters, member stores and suppliers now share one platform. Payments are managed end to end, from terminal inventory and distribution to transaction settlement, across several thousand stores.
Systems we built · 6
  • Core business system — Product master and pricing, orders and delivery, billing and receivables, warehouse and inventory. Also the information hub for member stores and staff.
  • Payment management system — Payment-gateway integration, store payment apps and terminals, transaction management and settlement. Terminal inventory, distribution, maintenance and returns in one place.
  • E-catalogue system — Search and ordering for member pharmacies, in-store display for shoppers, supplier product registration, POS-material output, local SEO, shopper chat and store-inventory sharing.
  • E-commerce — A B2B ordering site for member pharmacies plus an individual shop for each pharmacy.
  • CRM — Manages both member pharmacies and their shoppers, with coupon delivery, POS integration and points.
  • Pharmacy & medication follow-up — Tracks each patient's medication status and sends reminders to prevent missed doses.
03 · Finance · Fractional asset-ownership platform
Operating company in a TSE Prime-listed group

From OCR auto-entry of application documents to asset operations — the whole business platform

ChallengeMembership applications, purchase contracts, KYC documents and accounting vouchers all had to be keyed into core data, creating transcription errors and processing delays.
ApproachWe built OCR-based auto-entry for every document type, an operations system managing members and KYC status, co-owned assets and shares, deposits, withdrawals and distributions, and took on inventory and warehouse management for the group's aircraft parts.
ResultManual transcription eliminated, with fewer input errors and shorter processing times. The company's internal workflow now runs entirely on this platform.
Systems we built · 3
  • OCR auto-entry for application documents — Reads applications, contracts, KYC documents and accounting vouchers via OCR and writes them into core data.
  • Operations management system — Members and KYC status, co-owned assets and shares, deposits, withdrawals and distributions in one place.
  • Aircraft-parts inventory & warehouse — Receiving, stock, locations and periodic stocktaking, plus purchase orders (PO) and back orders (BO). Part-level traceability.
04 · Household services · Franchise headquarters
Consumer-services group with a nationwide franchise network

Ordering, franchisee management and store POS for a franchise headquarters, end to end

ChallengeOrders from franchisees, orders to suppliers, franchisee sales, royalties, licences and training, and in-store intake and checkout were each handled in separate tools and paper forms.
ApproachWe built a core system handling orders in both directions (franchisee → HQ, HQ → supplier) with materials inventory; a franchise management system covering franchisee data, sales, royalties, jobs and quotes, staff assignment, training and quality control; and a POS for maintenance stores from intake through workflow to checkout.
ResultHeadquarters sees every franchisee on one screen. Stores complete everything from intake to checkout on a single terminal. Franchise management runs at nationwide scale.
Systems we built · 3
  • Core system (order management & materials ordering) — Handles franchisee-to-HQ and HQ-to-supplier orders in both directions, unifying order management and materials inventory.
  • Franchise management system — Franchisee data, sales and royalties, jobs and quotes, product range, licences, staff assignment, training and quality control — all managed centrally by HQ.
  • Store operations & POS — Repair intake (condition, quote, due date), workflow and checkout on the store terminal, integrated with receipt printers, cash drawers and other store hardware.
05 · Healthcare · Digital medication record
Platform operator in the pharmacy and healthcare space

A patient app and a pharmacy console that connect the journey from before the visit to after the dose

ChallengePatients' prescription history and medication reminders, and the pharmacy's visit booking and advance prescription intake, needed to be delivered as one service.
ApproachWe built a patient app with prescription history and medication reminders, using LINE for login and notifications; a console where pharmacists manage patient data, prescription history and visit bookings; and advance prescription submission with pickup-time booking.
ResultPatients send prescriptions before visiting and book a pickup time, cutting in-store waiting. The pharmacy's administrative work is consolidated into the app and console.
Systems we built · 3
  • Digital medication-record app — Patient app with prescription history and medication reminders; LINE integration for login and notifications.
  • Pharmacy console — Lets pharmacists manage patient data, prescription history and visit bookings.
  • Advance prescription & visit booking — Patients submit prescriptions before visiting and book a pickup time, reducing in-store waiting.
06 · Food & beverage · Multi-store chain
Restaurant chain with multiple locations in metropolitan areas

Store operations on one platform — from menus, sales, inventory and shifts to ordering, checkout and HR

ChallengeAs stores multiplied, headquarters needed to see menus, sales, ingredient ordering and shifts across the chain, and to connect in-store ordering and checkout hardware with attendance, payroll and accounting.
ApproachWe centralised chain-wide menu management, multi-store sales, ingredient inventory and ordering, and shift management at HQ; built an ordering and checkout platform integrated with table ordering, self-checkout, QR self-payment, kitchen displays, handheld terminals, kiosks and automatic change machines; and built an HR and accounting system from attendance through payroll to daily bookkeeping.
ResultHeadquarters, stores and back office run on the same data. Integration with Japanese accounting software means the daily close runs end to end.
Systems we built · 3
  • Store operations management — Chain-wide menus, multi-store sales, ingredient inventory and ordering, and shift management, centralised at HQ.
  • In-store ordering & checkout platform — Integrated with table ordering, self-checkout, QR self-payment, kitchen display systems, handheld terminals, kiosks and automatic change machines.
  • HR & accounting system — Attendance and shifts through payroll and daily bookkeeping, built in-house and integrated with Japanese accounting software.
07 · Cross-border e-commerce · International logistics
Purchase-agent and logistics operator shipping from Japan to Southeast Asia

Every step of cross-border logistics, from order to local delivery and cash collection, visible in one system

ChallengeOrdering and purchase-agent work, inspection and consolidation at the Japan warehouse, shipping and customs, and delivery and cash collection from the local warehouse were handled by different people with different tools, so the overall status was hard to follow.
ApproachWe integrated the whole flow into one logistics operations system: orders and purchase-agent work (including auction bidding), inspection, weighing and consolidation in Japan, shipping and customs documents, and domestic delivery and cash collection from the local warehouse.
ResultThe status of every step is visible on one screen, removing dependence on individuals and creating a setup that scales with volume.
Systems we built · 1
  • Logistics operations management system — Orders and purchase-agent work (including auctions), inspection, weighing and consolidation at the Japan warehouse, shipping and customs documents, and local delivery and cash collection — managed and visualised in one system.
08 · Automotive aftermarket · Warranty management
Automotive window-film sales and installation business (Southeast Asia)

Warranty management with QR authentication, connecting installers, vehicle owners and headquarters

ChallengeHeadquarters needed visibility of warranties issued by installers, owners needed to check their warranty status, and genuine products had to be distinguishable from fakes. Allocating film stock across installers was also an issue.
ApproachWe built a warranty system where installers register each warranty with the vehicle, film type and installation date. Owners check their warranty online and verify authenticity by QR code. The system also manages installers and allocates film inventory.
ResultIssuing, checking and authenticating warranties all happen online, and headquarters now oversees the installer network and inventory allocation.
Systems we built · 1
  • Warranty management system — Installers register warranties with vehicle, film type and installation date. Owners check status online and verify authenticity via QR. Includes installer management and film-inventory allocation.
Full case studies, including client names and logos, are shared in our company profile when we meet.
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