Software and systems for the enterprise

We design and build systems around what your users need, using a range of information technologies, including AI, to raise business performance and efficiency. We also analyze your data to help shape how you run the business. Systems can run on your own infrastructure or on a service provider's platform, and we keep maintaining them after go-live.

How we work

Our engineers have spent years inside Thai enterprise infrastructure, so we fit AI into the systems you already run instead of asking you to rebuild around us.

  • Start from the problem, not the model

    We agree on the business metric with you before writing the first line of code.

  • Your data stays with you

    Deploy on-premise or in your private cloud, under your own security policies.

  • Support after go-live

    We monitor model accuracy and retrain as your data changes.

Solutions

Purpose-built systems you can adapt to the way you operate.

  • Quotation system

    Builds quotes from your price list and discount rules, routes them for approval, and tracks each one until it becomes a sales order.

    • Quotation
    • Approval flow
    • Sales
  • Supplement ERP with AI pricing

    Manages formulas, production lots and expiry dates, and recommends prices from cost, sales history and market data.

    • ERP
    • AI pricing
    • Food supplement
  • eCommerce inventory forecasting

    Forecasts demand per SKU, warns before stock runs out, and suggests reorder quantities.

    • Inventory
    • eCommerce
    • Forecasting
  • Asset management

    Registers equipment with tags or QR codes, tracks who holds what and where, and schedules maintenance and depreciation.

    • Asset register
    • QR code
    • Maintenance
  • HR approvals and timesheets

    Leave, expense and time entries on web and mobile, with approval chains that follow your org structure.

    • HR
    • Approval flow
    • Timesheet
  • Complaints and service requests

    Collects complaints and requests from web, LINE and phone, assigns each to the right team, and tracks it against a response deadline until it is closed.

    • Ticketing
    • SLA
    • Multi-channel
  • Thai speech-to-text and sentiment

    Transcribes Thai conversations, summarizes the key points, and measures customer sentiment on inbound calls.

    • Speech-to-text
    • Thai NLP
    • Sentiment
  • AI dispatch for telecom NOC

    Groups alarms that fire together, suggests a likely root cause, and routes the job to the nearest qualified field team.

    • Telecom
    • NOC
    • AI dispatch
  • MPLS auto-provisioning

    Turns service orders into device configs, validates them before rollout, and logs every change so it can be rolled back.

    • MPLS
    • Network
    • Auto-provisioning
  • Log analytics and anomaly detection

    Collects logs from every system, uses ML to spot unusual behavior, and alerts through the channels your team already uses.

    • Log analysis
    • ML anomaly
    • Alerting

Core technology

  • Python
  • FastAPI
  • React
  • PostgreSQL
  • PyTorch
  • LLM / RAG
  • Docker
  • Cloud

Tell us what you're working on

Call, email or message us in Thai or English.

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