Your existing software can do more with AI.
At Shinetech, we integrate practical AI features into business systems to reduce manual work, streamline operations, and help teams focus on what matters.
Smarter software. Better business outcomes.
#Shinetech#AIIntegration
🧠 RAG + Wiki for Enterprise Knowledge Base
AI should structure knowledge when it enters—not just search raw files when asked.
📚 Wiki for stable knowledge.
🔍 RAG for dynamic information.
🔗 APIs for real-time data.
#RAG#EnterpriseAI#KnowledgeManagement
🤖 AI OCR is more than invoice data extraction.
For NDIS plan managers, the real value comes from connecting OCR with validation, human review, claims, and payments.
🔗 [https://t.co/HG7EaZKMdO]
#NDIS#InvoiceAutomation#AI
Back to the grind, but with full hearts (and full stomachs)! ☕️🍱
Post-holiday blues? Not today. Team lunch + afternoon milk tea for everyone. 🧋
Q: If you had a long break right now, where would you go? ✈️
#SHINETECH#OfficeLife
Invoice link expiry was not about deleting old records.
It was deciding when the countdown starts.
CreatedAt TTL was too blunt.
Jobs added ops burden.
ExpiresAt + partial TTL gave state-driven expiry without cron or scans.
🔗 [https://t.co/XYKF8YnBv8]
#MongoDB#DataPrivacy
AI can suggest. Engineers still decide.
Zack talks about checking AI output against real systems, spotting useful ideas for customers, and why solving a stubborn bug feels like a game comeback. 🎬
#MeetTheTeam#EngineeringCulture#LifeAtShinetech
Great software isn’t about adding more technology. It’s about making business simpler.
At Shinetech, we turn complex processes into software that works quietly, reliably, and grows with the business.
#Shinetech#SoftwareDevelopment
⏳ 𝗔𝘂𝘁𝗼-𝗘𝘅𝗽𝗶𝗿𝗶𝗻𝗴 𝗜𝗻𝘃𝗼𝗶𝗰𝗲 𝗟𝗶𝗻𝗸𝘀
Invoice links get ExpiresAt at the first terminal state. Reopening clears it. A partial MongoDB TTL index removes expired records—no cron needed.
🔗 [https://t.co/eIzDsrMSCf]
#MongoDB#DataPrivacy
🔒 𝗦𝗮𝗳𝗲𝗿 𝗠𝘂𝗹𝘁𝗶-𝗧𝗲𝗻𝗮𝗻𝘁 𝗕𝗮𝘁𝗰𝗵𝗲𝘀
Multi-tenant jobs need tenant config, database-backed IDs, per-record failure isolation and rollback-safe migrations.
Design for concurrency, not just rules.
🔗 https://t.co/tBJM1Twn64
#SystemDesign#MultiTenant
🧾 𝗠𝘂𝗹𝘁𝗶-𝗢𝗿𝗴 𝗕𝗶𝗹𝗹𝗶𝗻���
One billing batch now uses business data as the source of truth for organisation context and config.
Each record is isolated. After a save failure, we reset the ORM context before continuing.
🔗 [https://t.co/KtZjhg9z3Y]
#MultiTenant
AI customer service needs more than answers.
Our guide covers trusted knowledge, controlled API actions and human handoff. Watch the video, then explore the practical checklist. 🎬
[https://t.co/R0GnRvw0Mc]
#AIAgents#RAG#CustomerService
Some office breaks start with coffee. Ours may start with a mahjong tile. 🀄
At Shinetech Qingdao, the game is purely social: no gambling, just conversation, friendly competition and a quick reset away from the screen.
#LifeAtShinetech#OfficeLife#SmallJoys
Some bugs wait for production.
In this clip, Zack explains how his team traced a payment-status issue across callbacks, queues and database writes, then contained it before fixing the flow. 🎬
#MeetTheTeam#EngineeringCulture#SoftwareEngineering
Enterprise RAG, beyond the chat box
This video shows how documents move from ingestion and vector retrieval to grounded answers with source citations.
Read the full architecture: [https://t.co/H26HLXEm5r] 🎬
#EnterpriseAI#RAG#AIEngineering
School's back, and our reading corner is ready too. 📚
Colleagues can take a screen break with a book, while children visiting with a parent have picture books and encyclopedias to explore.
#LifeAtShinetech#BackToSchool#ReadingCorner
Our gym is inside the Shinetech Qingdao office, just a few steps from the desks. 🏋️♂️
No booking or trip downstairs. Ride, lift, stretch, then get back to the code with a clearer head.
#LifeAtShinetech#OfficeWellbeing#SoftwareLife
Can one payment batch safely serve multiple organisations? ⚙️
We made ownership explicit across payment workflows — improving isolation, scalability, and reliability.
Full story 👇
[https://t.co/DwEnrQdFVU]
#SystemDesign#MessageQueues#NDIS