Internal build recap · updated Jul 2026

Everything the
team put live.

A running record of what we've designed, built, and shipped to real users — one conversational-AI platform and the apps around it. Not a pitch. Just the work, dated.

01 / flagship

Aimy 2.0

Agentic RAG chatbot

The assistant that shops with you.

An agentic RAG chatbot for the iTworld and Gloo storefronts. It answers from live product and order data, searches the catalogue by photo, and hands off to a human the moment it should — in real time.

RAG + vector searchself-hosted LLMagentic toolsPHP 8 / MySQLFastAPI
↗ Try the live assistant
02 / the shop

Everything else we shipped

SaaS · Conversational AI

Aimy Chatbot Platform

An agentic RAG chatbot other businesses can sign up for — train it on their own docs, then put it live with its own dashboard, plans and billing.

  • Multi-tenant — each company gets its own bots, admin and history
  • Streaming answers, agentic tools, knowledge from uploads or Google Drive
  • Plans (Free / Basic / Pro) with usage metering and billing
→ aimy.com.my/chat
PHPmulti-tenantstreamingRAG
Integrations · Omnichannel

WhatsApp & Telegram Bots

Meet customers where they already are — we wire a business's chatbot straight into WhatsApp and Telegram, answering natively in each app, not just on the website.

  • WhatsApp through a managed session gateway; Telegram via bot webhooks
  • Same brain across channels — one bot, one history, everywhere
  • Bring your own number or bot; we handle the plumbing
Node (Baileys)Telegram Bot APIwebhooks
Commerce

Redeem Portal

The SNS Network voucher redemption portal — upload a proof-of-purchase invoice, get it verified, receive a code.

  • Three-step wizard: upload → review → verify
  • OCR reads the invoice so the check is automatic
  • Admin side for vouchers, staff and invites
→ aimy.com.my/redeem
Plain PHP 8OCRMySQL
Vision Service

Visual Search

Search the storefront by photo — the image-matching engine that also powers Aimy's “search by photo,” running as its own service per brand.

  • Query image → closest catalogue matches
  • Failed searches logged and surfaced on a dashboard
  • Weekly summary email of what shoppers searched for
PHPimage pipelinecron
Events · Face AI

Smart Event Check-In

A face-recognition check-in platform for events — guests register with a photo, then check in by selfie or kiosk cam. First run: a birthday & networking night.

  • Enroll by photo with consent; check in by phone selfie or kiosk
  • Real-time face matching, with a manual fallback list
  • Live check-in dashboard, QR codes, registration export
Next.js 16React 19face computeMySQL
Generative AI

AI Avatar Studio

Turn one guest selfie into a candid, styled portrait of them posed with the host — generated per person, not pasted into a template.

  • One selfie in → a shareable portrait in the event's art style
  • The host's pose matches the guest's, so it reads as candid
  • Self-hosted FLUX.2 image model, ~13 s end to end
FLUX.2 kleinimage genGPU
Platform · SSO

Central Admin Hub

One login for every admin panel — single sign-on with role-based access, so each dashboard stopped minding its own door.

  • The hub issues the session; panels no longer manage logins
  • Capability gates check each operator's access on every action
  • Identity provisioned centrally, not hand-edited per app
PHPsession SSOrole gates