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AI & Automation

Not a thin wrapper — the moat is the eval set, the domain data and the workflow fit

AI inside real processes

Large models placed inside processes that can be orchestrated, approved and audited. The workflow platform handles orchestration and traceability; the customer-service and document-extraction products handle specific jobs; the drawing-annotation product pulls engineers out of repetitive work. Each ships with its own evaluation set — prompt or model changes must pass before they go live.

  • Every run is fully traced and replayable — not a black box
  • Human approval stays on the decisions that matter; AI only does its part
  • In-house evaluation sets act as a CI gate on every prompt or model change
4 products

In this line

NovaFlow — Enterprise AI Workflow · UI screenshot
NOVAFLOW

NovaFlow — Enterprise AI Workflow

Approvals, extraction and judgement composed into a traceable process, not a one-off script.

  • Visual DAG authoring and a node library, with validation that catches cycles and dead branches
  • LLM nodes and human-approval nodes side by side — someone still signs where it matters
  • SSE streaming execution with a full audit trail; replayable and auditable
  • Tenant quotas, an open API and service accounts; fully offline on-premise deployment supported
DAG authoringHuman approvalFull audit trailOn-premise
Fokei — Cantonese AI Customer Service · feature sketch
FOKEI

Fokei — Cantonese AI Customer Service

An AI colleague that actually speaks Cantonese — and hands off to a human when it should not guess.

  • Native Cantonese with code-switched English: colloquial-to-written conversion and a purpose-built prompt library
  • WhatsApp, web and Instagram on one knowledge base
  • Answers from the customer's own documents and systems; connects to ERP, POS and booking
  • An in-house Cantonese evaluation set gates CI — every prompt or model change must pass first
Native CantoneseWhatsAppKnowledge baseHuman handoff
DanFai — Document Intelligence · UI screenshot
DANFAI

DanFai — Document Intelligence

Stop keying documents into the system one page at a time.

  • Invoices, packing lists, bills of lading, customs forms and bank statements extracted in one pass
  • Vision plus layout understanding; native Traditional Chinese and mixed Chinese–English
  • Low-confidence fields routed to human review, with the uncertain parts visible
  • Produces customs declaration data ready for Hong Kong customs and the Trade Single Window
Vision extractionTraditional ChineseHuman reviewCustoms output
CAD Ballooning & Inspection Reports · UI screenshot
CAD-FAI

CAD Ballooning & Inspection Reports

Balloon the drawing automatically, and get the FAI sheet with it.

  • Reads dimensions, tolerances and GD&T straight from vector PDF and DXF
  • Automatic ballooning with a keyboard-driven correction flow and unlimited undo
  • Unstated tolerances filled in from the standard tables; genuine gaps reported honestly
  • Exports FAI inspection reports to Excel and other formats
Vector parsingAuto numberingTolerance lookupZero upload
Other business lines

Twenty in-house products, four business lines

6 products

Manufacturing Suite

Six systems, one platform

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6 products

Restaurant Suite

From the till to the pickup screen

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4 products

Vertical Platforms

Industry rules, turned into an online service

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Wondering whether this fits the way you already work?

Tell us your situation, what you run today, and which part you want fixed first. You will get a concrete recommendation based on your case — not a product brochure.

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