一位操盘者，一支智能体战队。
不是一群初级顾问，而是一支 AI 原生的实践团队。
一位资深操盘者统筹一支 AI 智能体团队：智能体负责规模化的执行工作，操盘者负责全部的判断决策。
操盘者
与你进行需求沟通的人，就是真正交付工作的人。每一份交付物都由其负责到底。
The person on your discovery call is the person doing the work. Accountable for every deliverable — he sets the intent, judges every output, integrates, and ships. 17+ years shipping production systems across automotive, fintech, and enterprise.
领域
AI StrategySystem ArchitectureProduction EngineeringEU AI Act Compliance
AI 原生交付如何运作
这里没有一群初级顾问，只有一支 AI 智能体战队。智能体负责规模化的执行工作;资深顾问负责全部的判断决策。你获得的是一支团队的产能,以及一位负责到底的资深操盘者。
一位负责到底的资深顾问
为你的项目界定范围的人，就是最终交付它的人。没有交接，没有「换将把戏」。
战队级产能
一支 AI 智能体角色战队并行运转——研究、架构、工程、QA、安全、合规等等——把数周的工作压缩到数小时。
每一项产出皆经审定
我为每一项智能体任务设定意图、审阅每一项产出，只整合通过审核的内容。智能体只做放大,不做决策。
17 年以上的生产环境经验
判断层背后是 17 年以上交付生产级系统的积累——从汽车平台到金融科技基础设施。
我统筹的智能体角色
一支专业化的 AI 智能体角色战队承担规模化的执行工作——每个角色专注于一个独立的交付领域。我设定意图、审定每一项产出、整合并最终交付。
Product
Discovery synthesis, specs, and prioritization — turning raw requirements into a clear, actionable build plan.
DiscoverySpecsPrioritization
Architecture
Design options, trade-off analysis, and decision records — every structural choice documented and justified.
Design OptionsTrade-offsDecision Records
Engineering
Parallel implementation across stacks — operator reviews and integrates every output before it lands.
ImplementationIntegrationCross-stack
QA
Test generation and adversarial verification — edge cases surfaced before they reach production.
Test GenerationAdversarial VerificationEdge Cases
Research
Source-verified market and technical scans — no hallucinated citations, every claim traceable.
Market ScansTechnical ResearchSource Verification
Security
Static analysis and threat modeling — vulnerabilities caught at the design and code level.
Static AnalysisThreat ModelingVulnerability Review
Compliance
EU AI Act and GDPR mapping — obligations identified early so they are built in, not bolted on.
EU AI ActGDPRRegulatory Mapping
Delivery
CI/CD, zero-downtime deploy, and monitoring — shipping fast without cutting corners on reliability.
CI/CDZero-downtime DeployMonitoring