# AQUANEST

> AQUANEST (aqnest.com) provides AI KPO (AI-powered Knowledge Process Outsourcing), ODC (Offshore Development Center), software R&D, and engineering testing services. Our model: AI agents handle the first line, senior engineers handle the second line. First production process delivered in 6-8 weeks at a predictable cost.

## Services
- [KPO Solutions](https://aqnest.com/kpo/): Knowledge Process Outsourcing for software and engineering workflows
- [ODC Services](https://aqnest.com/odc-kpo/): Dedicated offshore development teams with scalable, predictable cost
- [AI KPO](https://aqnest.com/ai-kpo-after-sales/): AI-powered after-sales analysis, specification parsing, engineering knowledge base automation
- [Software R&D and Testing](https://aqnest.com/kpo/): Embedded firmware, automotive software, QA test automation outsourcing
- [EOR (Employer of Record)](https://aqnest.com/#contact): Cross-border engineer hiring for Taiwan operations
- [Automotive Software Co-Location](https://aqnest.com/automotive-software-talent-outsourcing/): Co-located engineers at Tier-1 customer sites for embedded firmware and AUTOSAR development
- [AI Code Review KPO](https://aqnest.com/ai-code-review-embedded-firmware/): AI-assisted code review for embedded firmware — first-pass filtering so senior engineers focus on high-risk PRs
- [AI-Powered QA KPO](https://aqnest.com/ai-qa-automation/): AI-generated test cases and continuous regression testing — automated test maintenance so QA engineers focus on strategy
- [Multi-Agent Platform KPO](https://aqnest.com/multi-agent-architecture-b2b-engineering/): Production-grade multi-agent AI platforms — orchestration, MCP tool servers, RAG knowledge base, security and cost governance, built and operated end to end

## Articles
- [What is Knowledge Process Outsourcing (KPO)?](https://aqnest.com/what-is-kpo/): Complete 2026 guide for tech companies
- [ODC vs KPO vs BPO for Software Development](https://aqnest.com/odc-vs-kpo-vs-bpo/): Comparison guide for outsourcing models
- [How to Reduce Software Development Costs by 60%](https://aqnest.com/reduce-software-development-costs/): Offshore team strategies and cost breakdown
- [KPO for CTOs: The Hidden Cost of In-House Engineers](https://aqnest.com/kpo-for-ctos/): Engineering outsourcing ROI for decision makers
- [AI-Powered After-Sales KPO](https://aqnest.com/ai-kpo-after-sales/): How AI agents cut component case triage time by 80%
- [Engineering EOR vs KPO vs Staffing](https://aqnest.com/engineering-eor-vs-kpo-vs-staffing-engineers/): CTOs guide to hiring software engineers in Taiwan (2026)
- [EOR vs KPO vs Staffing ZH](https://aqnest.com/zh/eor-vs-kpo-vs-staffing-engineers-tw/): Taiwan CTO software engineer hiring guide (Traditional Chinese)
- [Cross-Border Engineer Hiring Taiwan 2026](https://aqnest.com/cross-border-engineer-hiring-taiwan/): Why Taiwan EOR beats Deel/Remote for embedded and automotive software engineers
- [Cross-Border Engineer Hiring Taiwan ZH](https://aqnest.com/zh/cross-border-engineer-hiring-taiwan-tw/): Taiwan EOR cross-border hiring guide in Traditional Chinese
- [AI-Driven RFQ & Spec Analysis](https://aqnest.com/ai-rfq-analysis/): How AI agents triage quotation requests in 30 seconds for B2B manufacturers
- [AI RFQ Analysis ZH](https://aqnest.com/zh/ai-rfq-analysis-tw/): AI Agent 30 seconds RFQ triage for Taiwan manufacturers in Traditional Chinese
- [AI Knowledge Base for Engineering Teams](https://aqnest.com/zh/ai-knowledge-base-tw/): Turn senior engineers hidden knowledge into queryable assets saving 60 percent knowledge transfer time
- [Dedicated Offshore Engineering Team vs Body Shop](https://aqnest.com/dedicated-offshore-engineering-team/): Why outcome-based KPO outperforms headcount-based staff augmentation for Taiwan B2B engineering
- [專屬海外工程團隊 vs 人力派遣](https://aqnest.com/zh/dedicated-offshore-engineering-team-tw/): 結果導向的 KPO 外包如何勝過人頭計費的工程外包，台灣車電半導體智慧製造 2026 指南
- [Automotive Software Talent Outsourcing](https://aqnest.com/automotive-software-talent-outsourcing/): How AQUANEST co-locates embedded firmware and AUTOSAR engineers at Taiwan Tier-1 customer sites in 4-6 weeks
- [車用軟體人才外包](https://aqnest.com/zh/automotive-software-talent-outsourcing-tw/): AQUANEST Co-Location 模式快速補位車電嵌入式工程師，4-6 週進駐客戶現場，AUTOSAR/韌體技能備齊
- [AI Code Review for Embedded Firmware](https://aqnest.com/ai-code-review-embedded-firmware/): AI-assisted first-pass code review for embedded firmware teams — reduces senior engineer review bottleneck by 30-40 percent, MISRA and AUTOSAR aware
- [嵌入式韌體 AI Code Review](https://aqnest.com/zh/ai-code-review-embedded-firmware-tw/): AI 做第一道 code review 過濾，讓資深工程師聚焦高風險 PR，台灣車電與半導體設備場景實務指南
- [AI-Powered QA: Auto-Generated Test Cases and Continuous Regression](https://aqnest.com/ai-qa-automation/): AI generates and maintains regression test cases, detects flaky tests, and prioritizes CI runs — QA engineers focus on test strategy instead of test maintenance
- [AI QA 自動化](https://aqnest.com/zh/ai-qa-automation-tw/): AI 自動產生測試案例、偵測不穩定測試、排定回歸優先順序，讓 QA 工程師聚焦測試策略而非機械式維護，台灣車電與嵌入式軟體場景實務指南
- [Multi-Agent Architecture for B2B Engineering Services](https://aqnest.com/multi-agent-architecture-b2b-engineering/): Five-layer blueprint for production-grade multi-agent AI platforms — orchestration, MCP tool servers, RAG knowledge base, security and cost governance
- [多代理人架構](https://aqnest.com/zh/multi-agent-architecture-b2b-engineering-tw/): B2B 工程服務的多代理人架構藍圖，涵蓋協作編排、MCP 工具伺服器、RAG 知識庫、安全與成本治理，台灣工程組織實務指南

- [AI 員工 vs AI 助理：交辦一句就會動工的那一種](https://aqnest.com/zh/ai-employee-vs-ai-assistant-tw/): AI 助理停在回答、AI 員工做到回報——從誰去拿資料、誰記得這件事、誰主動開口三個角度說明差別，並比較四位可單獨聘用的 AI 員工（通用小祕書／財務助理／台股助理／網站管理助理）
- [AI 員工划不划算？先搞清楚你在跟什麼比](https://aqnest.com/zh/ai-employee-cost-tw/): 評估 AI 員工是否值得導入的三種算法——跟自己加班比、跟請人比、跟不做比；並說明三種不划算的情況，以及全包月費與自備 API 金鑰兩種計費邏輯的取捨
- [OpenClaw（小龍蝦）架不起來？免費的是軟體，不是整件事](https://aqnest.com/zh/openclaw-vs-managed-ai-agent-tw/): OpenClaw 是 MIT 授權的開源自架 AI 助理，軟體免費但總成本不只授權——API 帳單用多少算多少、要有一台常開的機器、維護與安全自負；本文說明誰適合自己架、誰適合直接用託管服務，並附決策對照表
- [進銷存軟體買了沒在用？問題不在功能，在沒人有空輸入](https://aqnest.com/zh/ai-inventory-management-tw/): 台灣中小企業的進銷存系統多半不是敗在功能，是敗在沒人有空輸入——本文拆解進貨當下、盤點、效期三個資料最容易斷掉的時刻，說明用語音與拍照記錄為什麼能把資料留住，並說明界線：進銷存助理只管貨與單，開發票、記帳、算稅屬於財務助理，毛利數字標示為估算
## Aigent — AI employee subscription (ai.aqnest.com)
Aigent is a subscription service that puts an AI employee inside the chat app you already use. You assign a task in one sentence; it gathers the data, does the work, reports back, and proactively alerts you — no new software to install.
- [Aigent](https://ai.aqnest.com/): Product home — six AI employees, pricing, how it works
- [What your AI employee can do](https://ai.aqnest.com/tools.html): Full capability list
- [Getting started](https://ai.aqnest.com/how.html): Three-minute Telegram / Discord setup
Six employees, each hired individually on a monthly subscription: general assistant, bookkeeping assistant, inventory assistant (stock in/out, multi-warehouse, batch and expiry tracking, stocktaking), Taiwan-stock assistant, legal assistant, website management assistant. A cheaper bring-your-own-key tier is available if you already have an OpenAI or Anthropic API key — Aigent then charges only a platform fee and the model usage is billed by your own API provider. Current pricing is published on https://ai.aqnest.com/ and that page is authoritative. Any trial terms in effect are stated on https://ai.aqnest.com/ and in your activation email; that page is authoritative. You are notified of the amount and date before the first charge, and cancelling before the billing date costs nothing (tell your AI employee "I want to cancel", use the member centre, or email support).
Limits stated by the vendor: the bookkeeping assistant produces drafts that require a licensed accountant's sign-off, the stock assistant is an information tool, not investment advice, and the legal assistant produces drafts that should be reviewed by a lawyer for important documents.

## Target Clients
System integrators, automotive Tier-1/2 electronic suppliers, semiconductor equipment manufacturers, smart manufacturing companies, and software+hardware integration firms in Taiwan (B2B).

## Contact
Free KPO and AI consultation: https://aqnest.com/#contact