Context
上下文
连接实时数据、业务规则和组织知识，让系统知道正在发生什么。
DATA · SIGNALS · KNOWLEDGEAI-NATIVE BUSINESS INFRASTRUCTUREEST. 2026
Build for
the AI era.
让 AI 成为你的内容增长系统
We design intelligent systems that think, act and learn with your team.
连接数据、知识、智能体与人，让 AI 成为业务本身的一部分。
MAILAB COGNITIVE FIELDLIVE / 01
MEMORY
AGENTS
TOOLS
SYSTEM COHERENCE98.4Human × AI operating field
MAILAB / 001
AI should not sit beside the business.
It should become how the business works.
01THE AI-NATIVE THESIS
NOT AI-ENABLED. AI-NATIVE.
下一代公司，不只是“使用 AI”。
它的每一条工作流，都为 AI 而生。
AI-enabled companies add models to existing processes. AI-native companies redesign how decisions are made, how work is executed, and how experience compounds.
我们帮助企业把 AI 从一个孤立工具，升级为能够理解上下文、调度工具、协同人类并从结果中学习的业务系统。
THE INTELLIGENCE STACK
Intelligence is not a feature.
It is a new operating layer.
从被动响应，到持续感知、主动执行与组织学习。Context
Reasoning
推理
把模型、策略与人的判断组合起来，形成可解释的决策过程。
MODELS · SKILLS · JUDGMENTAgency
行动
智能体调用工具、推进任务，在权限和审核机制中完成真实工作。
AGENTS · TOOLS · WORKFLOWSLearning
进化
从反馈、结果和个体经验中学习，把聪明沉淀为组织级能力。
MEMORY · FEEDBACK · DISTILLATION02MAILAB AI LAB
TOOLS FOR THE NEW OPERATING MODEL
From experiments
to everyday work.
AI LAB 是麦莱铂的产品与实验入口。我们把前沿能力封装成团队每天真正能用的工具，并让它们共享权限、项目、记忆和资产。
ENTER AI LAB ↗01TikTok Growth CenterCONTENT INTELLIGENCE & OPERATIONSPRODUCTION
02Creative Asset CenterGENERATIVE ASSET GRAPHPRIVATE BETA
03Agent OperationsHUMAN × AGENT COLLABORATIONBUILDING
04Knowledge EngineORGANIZATIONAL MEMORYRESEARCH
04SELECTED WORK
CASE / CONTENT OPERATIONS
把 200+ 条内容，变成下一步增长决策。
TikTok Growth Center connects accounts, videos, scripts, products and creative assets into one evidence graph. Teams can see not only what worked, but why it worked and what to do next.
VIEW LIVE PRODUCT ↗209VIDEOS
30,474VIEWS
1.29%ENGAGEMENT
CONTENT SIGNAL
AGENT RECOMMENDATIONReplicate the top-performing hook structure.
Confidence 92% · Based on 28 high-performing videos
OPEN ANALYSIS ↗05WHAT WE BELIEVE
“The best AI product is not the one that looks most intelligent. It is the one that makes the whole organization more capable.”
01
Useful over impressive.
真正进入工作流，比一次漂亮的演示更重要。
02
Context creates intelligence.
模型能力只有进入业务上下文，才会产生价值。
03
Learning should compound.
每次使用都应沉淀为可复用的组织经验。
BUILD WITH MAILAB