企業級|Edge AI|可落地導入 Enterprise-grade · Edge AI · Production-ready

Hypercube 讓語音與文字成為可運算的企業資產 Turn Speech & Text into Computable Enterprise Assets

整合語音辨識、專有名詞管理、語者分離、文本結構化與即時翻譯,支援邊緣運算與私有環境部署,兼顧效能與合規。 Unify ASR, terminology, speaker diarization, text structuring, and real-time translation. Deploy on edge or private environments for performance, privacy, and compliance.

關鍵能力:語音轉錄 · 多語翻譯 · 摘要/任務清單 · API 整合 · Edge AI 安全部署 Key: Transcription · Translation · Summaries/Action Items · API Integration · Secure Edge Deployment
企業傳承|文字處理專家與海量數據資產 Legacy|Text expertise & data assets

30 年行業底蘊,客戶與數據遍布台灣公私部門 30 years of foundation across Taiwan’s public and private sectors |實戰證明

Business Anchor

凌方科技源自於台灣長期深耕文書處理領域的老牌軟體公司 大方廣資訊。在發明人施得勝總經理的帶領下, 我們協助無數企業組織完成電子資訊化轉型。

Hypercube builds on decades of Taiwanese enterprise software heritage, originating from Da Fang Guang Information. Led by inventor and General Manager Shih, De‑Sheng, we have supported large-scale digital transformation across industries.

我們的客戶遍布台灣公私部門,從司法院、立法院、法務部、高鐵、捷運, 到各大銀行與上市櫃企業,涵蓋台灣社會的各個角落。

Our customers span mission-critical institutions—from courts and ministries to high-speed rail, metro systems, banks, and listed enterprises.

這段歷史不僅累積了如司法院兩千多萬份判決、筆錄等海量文書與報表, 更奠定了我們在處理複雜、專業中文文本方面的經驗, 核心能力早已超越文書處理,直指NLP 語義結構化與企業知識萃取。

This legacy has accumulated large-scale document corpora (e.g., tens of millions of judicial records), shaping our strengths in complex Chinese language processing, semantic structuring, and enterprise knowledge extraction.

技術戰略路徑
Strategy Path

從海量文書處理到 AI 邊緣部署 From documents to Edge AI

1
文書處理
DOS / Office Era
Documents
DOS / Office Era
2
NLP 語義理解
Data Asset
NLP Semantics
Data Asset
3
Edge AI 部署
Privacy & Low Latency
Edge AI
Privacy & Low Latency

我們的策略:避開純雲端同質化競爭,以 Edge AI(邊緣運算) 作為突破點, 在確保資料隱私的前提下提供即時、可控、可擴展的企業級智能能力。

We differentiate through Edge AI, delivering privacy-preserving, low-latency intelligence with controllable enterprise deployment options.

實戰證明

複雜語境下的語音辨識突破

真正的技術實力,來自於最嚴苛環境下的驗證。我們將傳統 NLP 的深度理解能力與最前沿的語音技術結合,成功應對了極端複雜的挑戰。

司法院「國民法官法庭」專案經驗

  • 多人交錯: 複雜的對話環境,需精確分離並識別多方發言者。
  • 情緒語境: 克服情緒波動對語音識別準確度的影響,理解真實意圖。
  • 專業詞彙: 處理高密度、特定領域(法學、金融等)的專業術語。

在這些實戰中,我們的 AI 核心被真正磨礪,為企業級語音與文字應用提供了堅不可摧的技術保障。

產品路徑|從資料到價值 Product Path · From Data to Business Value

將非結構化語音,轉成可被系統消化的決策資訊 Transform Unstructured Speech into Actionable Decision Intelligence

以「語音 → 文字 → 結構化 → 自動化 → 整合」為導入路徑,縮短 PoC 到上線的距離。 A proven path: Speech → Text → Structure → Automate → Integrate, accelerating time-to-production.

01
Hypercube
Capture Capture
音檔 / 會議 / 客服 / 現場對談 Audio / meetings / calls / front-desk
02
Hypercube
Transcribe Transcribe
高精度語音轉錄、語者分離、去噪 Accurate ASR, diarization, denoise
03
Hypercube
Structure Structure
摘要、關鍵字、意圖、Action Items Summary, keywords, intent, action items
04
Hypercube
Automate Automate
流程觸發、模板輸出、稽核欄位 Workflow triggers, templates, audit fields
05
Hypercube
Integrate Integrate
API 對接 CRM/ERP/BI/KB APIs to CRM/ERP/BI/Knowledge Base
對企業的結果
Business Outcomes
  • 會議紀錄與任務清單自動生成,降低行政成本Auto minutes and action items; reduce admin overhead
  • 即時字幕/翻譯提升跨國協作效率Real-time subtitles/translation improve global collaboration
  • 客服語音結構化,支援政策比對與稽核追溯Structured customer calls for policy matching and auditability
對 IT/資安的結果
IT & Security Outcomes
  • Edge / 私有環境部署,機敏資料不出門Edge/private deployment; sensitive data stays on-prem
  • 模型與詞彙治理:專有名詞、產品代碼一致性Model & terminology governance for consistency
  • API 快速對接 CRM/ERP/工單系統APIs integrate with CRM/ERP/Ticketing systems
功能模組|可組裝、可治理 Modules · Composable & Governable

HYPERCUBE 功能架構|一張圖看懂功能模組 HYPERCUBE Functional Architecture · Modules at a Glance

以企業落地為前提:分層架構連接語音核心引擎、語言智能與企業系統,並提供 API 介面。 Built for production: layered architecture connects speech engine, language intelligence, and enterprise systems via APIs.

產品主要特色 Key Product Highlights
  • 多算力模型彈性部署(低 / 中 / 高算力),依場景與成本最佳化Adaptive deployment across low / mid / high compute tiers to optimize cost and latency
  • 即時語音辨識、即時翻譯與字幕輸出,支援多語系溝通Real-time ASR, translation, and subtitles for multilingual collaboration
  • 語音 → 結構化洞察:會議紀錄、報告、任務與摘要自動生成Voice → structured insights: auto minutes, reports, action items, and summaries
  • 詞彙治理與權限稽核:模板輸出、流程觸發、可追溯維運Terminology governance & auditability: templates, workflow triggers, and traceable operations
  • 企業級 API 與整合:對接 CRM / ERP / Ticketing / BI / Knowledge Base / IAMEnterprise APIs & integrations: CRM / ERP / Ticketing / BI / Knowledge Base / IAM
功能架構摘要 Architecture Summary

Hypercube 以「語音核心引擎」為底座,向上提供語言智能(翻譯、摘要、任務萃取)與企業流程(模板、觸發、稽核),並以 API 介面與既有系統整合,讓語音能力可被治理、可擴充、可維運。 Hypercube is built on a core speech engine, layered with language intelligence (translation, summarization, action extraction) and enterprise workflows (templates, triggers, audit). It integrates with existing systems via APIs—governable, extensible, and operable at scale.

功能模組架構(Inputs → Core → Intelligence → Outputs → Integrations) Module Architecture (Inputs → Core → Intelligence → Outputs → Integrations)
Hypercube — Enterprise Edge AI Pipeline Inputs • Audio files • Meetings / VC • Call center • Front desk • Multi-language Core Speech Engine • ASR (Transcription) • Speaker diarization • Noise/VAD strategy Governance • Terminology & IDs • Model selection/tuning Language Intelligence • Summarization • Keywords / entities • Intent / topics • Action items • Translation • Transcript editor Out • Minutes • Subtitles • Reports • Insights • Tasks Integrations via API CRM · ERP · Ticketing · BI · Knowledge Base · IAM
重點:支援不同算力模型載入;以詞彙治理與 API 介面確保一致性與可維運。 Key: adaptive model loading; terminology governance + APIs for consistency and operability.
企業自研常見挑戰
Common challenges of building in-house
  • 模型幻覺與噪音/VAD 策略失當導致品質不穩Quality instability from hallucinations and suboptimal VAD/noise strategies
  • 專有名詞與產品代碼治理困難(跨部門不一致)Terminology/product-code governance becomes inconsistent across teams
  • 微調需資料、驗證、維運與成本控制能力Tuning requires data, evaluation, operations, and cost control
  • 摘要模板因部門差異而複雜化Summary templates fragment by department requirements
Hypercube 導入優勢
Hypercube advantages
API-first
提供 API,無縫整合 CRM/ERP/工單系統。
API-first integration with CRM/ERP/ticketing systems.
Edge-ready
支援邊緣運算與私有部署,機敏資料不出門。
Edge/private deployments keep sensitive data on-prem.
Governance
詞彙治理與模型策略,確保跨部門一致性。
Terminology + model governance ensure consistency.
核心能力|四大能力模組 Capabilities · Four Core Modules

AI 語音與文字處理的企業級技術棧 Enterprise-grade Speech & Language Stack

語音與文字轉為結構化資訊,支援摘要、關鍵字、任務清單與翻譯,並能在邊緣環境安全運行。 Convert speech/text into structured data for summaries, keywords, action items, and translation—securely runnable at the edge.

Core (1)
語音轉錄與分離Transcription & Diarization
多人交錯場景轉錄、語者分離與語境穩定性強化。Robust transcription in overlapping speech with diarization and stability.
Core (2)
辨識後文字處理Post-processing & Structuring
摘要、意圖、關鍵字、Action Item、欄位結構化。Summaries, intent, keywords, action items, and structured fields.
Core (3)
逐字稿編輯器Transcript Editor
企業級校對與欄位標註,支援稽核與追溯。Enterprise review and labeling for audit and traceability.
Core (4)
資訊提取與翻譯Extraction & Translation
跨語言即時轉換,支援服務站、醫院、飯店與跨國會議。Real-time multilingual conversion for front desks, healthcare, hospitality, and global meetings.
彈性部署|Edge AI Edge AI · Flexible Deployment

依場景選擇算力與模型,兼顧隱私與效能 Match compute & model to your scenario—privacy + performance

低算力Low Compute
半即時轉錄 / 摘要Semi-real-time / Summaries
音檔轉文字、摘要、低精度字幕。File-to-text, summaries, lower-precision subtitles.
中算力Mid Compute
即時字幕 / 單線翻譯Real-time / Single-stream
即時辨識與即時翻譯。Live recognition and translation.
高算力High Compute
多線工作站 / 低延遲Multi-stream / Low Latency
多線語音與客服中心規模化。Multi-stream ASR at call-center scale.

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