Android system engineering for devices that ship 讓 Android 設備能出貨、能維護的系統工程

Android below the app.
Stable in the field.
你的 Android 專案,
不該只停在 Demo / POC。

CoreEdge Lab works where product teams usually get stuck: Android BSP, SoC platform integration, custom hardware, networking, VPN, diagnostics, OTA, and field recovery. Your team keeps building the product. We make the Android platform underneath survive real deployment. 我們是原廠與客戶之間的技術橋樑。你負責產品設計與 App 應用,我們補上 Android 系統層與底層平台,讓設備具備穩定連線、遠端修復、OTA 和現場恢復能力。

COREEDGE LAB / DEVICE WORKBENCH COREEDGE LAB / 設備平台工作台 ANDROID · IOT · EDGE AI ANDROID · IOT · 邊緣 AI
COREEDGE BRIDGE COREEDGE 技術橋樑 YOUR SIDE 客戶團隊 Product App 產品 App UI / workflow / domain UI / 流程 / 產品邏輯 APP / SERVICE API APP / 系統服務 API SYSTEM UID 系統權限 CoreEdge Platform Layer CoreEdge 平台補強層 NET · VPN · OTA · DIAG · RECOVERY NET · VPN · OTA · 診斷 · 恢復 ANDROID BSP / HAL / KERNEL ANDROID BSP / HAL / KERNEL SoC · drivers · SELinux · route SoC · 驅動 · SELinux · 路由 SoC / BOARD SoC / 板端 industrial hardware 工業硬體 ETH LTE Field Ops 現場維運 remote maintenance 遠端維護 VPN reachable VPN 可達 OTA staged OTA 分批 diag bundle 診斷包 failover policy 容錯策略 ONLINE 在線 VPN OTA COREEDGE BRIDGE COREEDGE 技術橋樑 FROM DEMO TO FIELD-READY PLATFORM 從 DEMO 到可出貨、可維護的平台
START 起點 Demo / POC boots Demo / POC 能開機
COREEDGE BRIDGE COREEDGE 技術橋樑 Android BSP · network · OTA · diagnostics · recovery Android BSP · 網路 · OTA · 診斷 · 恢復
FIELD READY 現場可用 Ships, reconnects, updates, and can be repaired remotely 能出貨、能重連、能更新,也能遠端修復

We Work Below the App, Where Device Problems Actually Start 我們做的是 App 底下,那些真正會讓設備卡住的地方

CoreEdge Lab is not another app vendor. We connect the layers from boot and drivers to Android services, remote access, OTA, and device operations. CoreEdge Lab 不是一般 App 外包。我們把 boot、driver、Android service、遠端入口、OTA 和設備維護這幾層接起來。

Your team 你的團隊 Product App 產品 App

UI, customer workflow, product logic, and the features your users actually touch.

UI、客戶流程、產品邏輯,以及使用者真正會碰到的功能。

CoreEdge Lab Android Platform Layer Android 平台層
BSP Driver 驅動 HAL Service 服務 Network 網路 VPN OTA Diag 診斷
After shipment 出貨之後 Field Operations 現場維運

Reachability, recovery, logs, updates, and a maintenance path when nobody is on site.

可達性、恢復、log、更新,以及沒人在現場時還能處理問題的維護通道。

Three Platform Problems We Take Ownership Of 我們主要接手這三類平台問題

Clients usually come to us because the Android platform is unstable, integration is stalled, or field maintenance has no reliable path. We focus on the layers that determine whether the device can ship and stay supportable. 我們補的是原廠 BSP 與客戶產品落地之間的工程落差。多數客戶不是缺 App 工程師,而是卡在 Android 系統層:平台不穩、連線不可靠,或出貨後沒有維護路徑。

01

BSP Bring-up and Board Integration BSP 點板與硬體整合

When the device is still stuck at bring-up, we take it from boot to framework and help turn scattered hardware work into a usable platform baseline. 設備還卡在點板時,我們從 boot、kernel、driver 到 framework 一路查,把零散的硬體整合收斂成可用的系統基線。

Android BSPSoC platformSoC 平台DTSI2CCameraTouch
02

Connectivity That Survives the Field 現場撐得住的連線

Field devices cannot depend on perfect networks. We design failover, recovery, watchdog, and routing logic so connectivity problems do not immediately turn into support incidents. 現場網路一定會出狀況。我們補上 failover、watchdog、routing 和恢復邏輯,讓斷線不要立刻變成客訴或派工。

Multi-interface多網路介面FailoverNAT rebuildNAT 重建ip ruleWatchdog
03

OTA, Diagnostics, and Field Recovery OTA、診斷與現場恢復

We make updates, logs, rollback, validation, and recovery part of the platform so every field issue does not start from guesswork. 我們把更新、log、回滾、驗證和恢復流程整理進平台,讓每次現場問題不是從猜測開始。

OTAA/B rollbackA/B 回滾diag bundle診斷包dmesgfield recovery現場恢復

Three Ways to Work With Us 三種合作方式

Each engagement has a defined scope, deliverable, and acceptance — so you know exactly what you are buying before we start. Deep focus on the Qualcomm Android platform. 每種合作都有明確的範圍、交付物與驗收標準,開始前你就知道自己買的是什麼。深度聚焦 Qualcomm Android 平台。

Stop the bleeding
限時止血

Rescue Sprint Rescue Sprint(救援衝刺)

Project quote · 4–8 weeks · defined acceptance
專案報價 · 4–8 週 · 明確驗收

For bring-up that is stuck, a platform unstable in the field, or integration that has stalled. 適合點板卡住、現場不穩,或整合停滯、需要在限定時間內止血的專案。

  • Scoped fix within a fixed window
  • 鎖定範圍的修復,限定時程
  • Stabilized, repeatable system baseline
  • 可重複驗證的穩定系統基線
  • Acceptance criteria and handover docs
  • 驗收標準與交接文件
After shipment
出貨之後

Platform Maintenance Retainer 平台維護 Retainer

Monthly · scaled by fleet size / SLA / release cadence
月費制 · 依設備量 / SLA / release 頻率分級

For devices already in the field that need ongoing ownership of platform availability. 適合設備已出貨,需要長期有人對平台可用性負責的客戶。

  • OTA release review and rollback readiness
  • OTA release review 與回滾準備
  • Diagnostics and remote recovery
  • 診斷與遠端恢復
  • Field issue tracking and vendor coordination
  • 現場問題追蹤與原廠協調

Not sure which fits? Start with a Paid Assessment — it credits toward a follow-on engagement. 不確定適合哪一種?從付費評估開始,費用可折抵後續合作。

What This Looks Like in Real Projects 真實專案裡,我們會怎麼做

Representative client engagements (anonymized under NDA), spanning unstable bring-up, unreliable networking, production diagnostics, and remote maintenance. The results below were measured or monitored under each project's agreed conditions. 以下為代表性客戶案例(依保密協議已去識別化),涵蓋點板不穩、網路不可靠、產線診斷到遠端維護。下列成果皆為各專案在約定條件下實測或監控所得。

BSP BRING-UP BSP 點板

Qualcomm QCM6490 Full System Bring-up Qualcomm QCM6490 全系統點板

A Qualcomm QCM6490 bring-up effort that covered the core platform path from bootloader to framework, plus the peripheral and driver issues that typically delay product schedules. 這是一個 Qualcomm QCM6490 點板案例:從 bootloader 到 framework 打通主路徑,同時處理最常拖慢時程的周邊與驅動問題。

Result: ~12 weeks from bare board to an accepted stable system image (varies by scope) 成果:約 12 週從裸板到通過驗收的穩定系統映像(依專案範圍而異)
KernelDTSES8388I2CIIOGNSS
NETWORK ARCH 網路架構

Multi-Interface Network Stack 多介面網路堆疊重構

A network architecture redesign for devices that had to stay reachable across LTE, WiFi, and Ethernet instead of failing whenever one interface behaved badly. 重整多介面網路,不只是「看起來有連線」,而是讓設備在 LTE、Wi-Fi、Ethernet 之間切換時還能找得到。

Result: No service interruption observed during LTE/WiFi/Ethernet failover (per monitoring) 成果:LTE/WiFi/Ethernet 切換期間未觀測到服務中斷(依監控統計)
EthernetServiceip ruleNATRTL8152Tethering
DIAGNOSTIC 診斷工具

Production Diagnostic Toolchain 量產驗機工具鏈

A validation workflow built to catch hardware and assembly issues earlier, reduce repeated manual checking, and make factory-side problems easier to explain. 把驗證流程做清楚,提早攔截硬體與組裝問題,減少人工重複檢查,也讓產線異常更容易說清楚。

Result: Higher PCB defect detection on the client line, catching issues before assembly 成果:在客戶產線上提升 PCB 缺陷檢出率,於組裝前攔截問題
dmesgtinyplayUARTJSONHTML Report
VPN — REMOTE LIFELINE VPN 遠端保命通道

Self-Healing VPN for Unattended Fleet 無人值守設備群的自癒式 VPN

A remote access architecture built for fleets that could not depend on on-site visits, giving the team a stable path for support, updates, and recovery after deployment. 為無人值守設備建立遠端入口,讓設備出貨後仍然能支援、更新和救援,不用每次都派人到現場。

Result: 99.9% fleet reachability across the deployed fleet (per remote monitoring) 成果:已部署設備群可達率達 99.9%(依遠端監控統計)
OpenVPNWireGuardauto-restorestate persistNAT

Technical Notes From the Problems We Actually See 把現場真的會遇到的問題,寫成技術筆記

These articles explain the engineering gaps behind industrial Android devices: BSP customization, network recovery, OTA, diagnostics, and long-term platform maintenance. 這些文章整理工業 Android 設備背後的工程落差:BSP 客製、網路恢復、OTA、診斷,以及出貨後的平台維護。

Why Clients Trust CoreEdge 為什麼客戶願意把這件事交給 CoreEdge

James Lee, Founder and Principal Engineer of CoreEdge Lab
James Lee
Founder & Principal Engineer 創辦人 / 首席工程師

CoreEdge Lab is led by James Lee, with 17+ years across embedded systems, IC design support, Android BSP / SoC platform work, and production delivery. Clients usually come to us when the platform is already behind schedule, unstable in the field, or missing the system-layer ownership needed to ship. We work where those problems are actually solved: bring-up, integration, recovery, diagnostics, and production hardening. CoreEdge Lab 由 James Lee 主導,累積 17 年以上嵌入式系統、IC 設計支援、Android BSP / SoC 平台與量產交付經驗。客戶通常是在平台落後、現場不穩,或內部沒有人能扛 Android 系統層時找上我們。我們處理的是問題真正發生的地方:點板、整合、恢復、診斷和量產強化。

17+ Years in Embedded 年嵌入式經驗
IC → BSP IC Design to Android System 從 IC 設計到 Android 系統
E2E Boot to Production 從開機到量產

Book an Initial Assessment 預約初步評估

Tell us where the platform is stuck: bring-up, unstable networking, OTA, diagnostics, or production readiness. We'll reply within 24 hours with the most likely next step. 告訴我們目前卡在哪裡:點板、網路、VPN、OTA、診斷或量產。我們會先回覆可行的下一步,不會只丟制式業務話術。

Best fit: ODM/OEM device teams, industrial Android products, Edge AI boxes, rugged handhelds, and SI teams that need platform depth without building a full BSP team. 適合 ODM/OEM、SI、工業 Android、Edge AI Box、強固型手持設備團隊。你不想自建 BSP 團隊,但需要有人把系統層補穩。
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