Everything here exists to make one decision better.这里的每一样东西，都是为了让同一个决策更好。
CPCO decides how a plant, a compute cluster, and a battery move against one interconnection. Four things feed that decision, one layer executes it, and one loop makes it sharper with every site.CPCO 决定一座工厂、一个算力集群与一组电池如何在同一个并网点后动作。四样东西喂给这个决策，一层执行它，一个回路让它随每一个站点变得更准。
- 01Process models工艺模型
- 02Physical envelope物理包络
- 03Live twin实时孪生
- 04Market and price signals市场与价格信号
Process models工艺模型
Unit-level models of continuous-process equipment: what can be turned down, how fast, for how long, with what recovery curve, and at what cost to product quality. These are the constraints CPCO optimizes inside, and they are the reason a general-purpose energy platform cannot do this job.连续流程装置的单元级模型：什么能降负荷、多快、多久、恢复曲线如何、对产品质量代价多大。这些是 CPCO 在其内部做优化的约束条件，也是通用能源平台做不了这件事的原因。
The constraint structure约束结构
The same three-part structure appears in every category we underwrite — which is why the engine transfers across them.在我们承销的每一个类别中，都出现同样的三段式结构——这正是引擎能够跨类别迁移的原因。
Four rows, one structure: a quantity that can move, a physical constraint that must not be violated, and storage that is already there. The underwriting model learns the structure, not the industry. That is why the optimizer does not change when the category does.四行，一个结构：一个可以移动的量、一个不能违反的物理约束、一个已经存在的储能。承销模型学的是这个结构，不是某个行业。这就是类别改变时优化器不需要改变的原因。
We start with the hardest row. A model that can underwrite a cracking unit can underwrite a freezer; the reverse is not true. The entry point sets the ceiling, not just the starting speed.我们从最难的那一行开始。能承销一座裂解装置的模型可以承销一座冷库，反过来不成立。起点决定天花板，而不只是决定起跑速度。
Physical envelope物理包络
Multiphysics simulation solves the thermal, electrical, and fluid behaviour of a high-density hall. Its role here is specific: it defines how far compute can be pushed before a thermal limit binds. Without that boundary, a burst instruction is a guess.多物理场仿真求解高密度机房的热、电、流体行为。它在这里的作用是明确的：界定算力在触及热力限制之前能被推到多远。没有这个边界，一条冲峰指令就是猜测。
Live twin实时孪生
The as-built site as a living model — power chain, cooling chain, process units, storage state — continuously reconciled against telemetry. CPCO cannot co-schedule what it cannot currently see.以活模型呈现建成站点——供电链、制冷链、工艺装置、储能状态，持续与遥测校准。CPCO 无法协同排程它当下看不见的东西。
Market and price signals市场与价格信号
Wholesale prices, capacity obligations, and interconnection constraints for the relevant market. The optimization objective is economic, so the price surface is an input, not a reporting layer.相关市场的批发电价、容量义务与接入约束。优化目标是经济性的，因此价格曲面是输入项，不是报表层。
Agent layerAgent 层
One agent per controllable device — chiller plant, CDU, power chain, storage, and the interfaces to the host’s process control. Agents execute what CPCO decides and report back what actually happened, which is rarely identical.每一台可控设备一个 Agent——冷冻站、CDU、供配电、储能，以及与场址方过程控制系统的接口。Agent 执行 CPCO 的决策并回报实际发生的情况——两者很少完全一致。
Underwriting feedback承销模型回流
Every dispatch on every operating site is compared against what the underwriting model predicted when that site was priced. The residual updates the model. This is the mechanism by which site N+1 costs less to underwrite than site N — and it is the only reason this is a software company rather than an engineering firm.每一个运行站点的每一次调度，都与该站点定价时承销模型的预测值比对。残差更新模型。这就是第 N+1 个站点承销成本低于第 N 个站点的机制——也是这家公司是软件公司而非工程公司的唯一理由。
Because the model learns a constraint structure rather than an industry, every site improves the underwriting of sites that look nothing like it.由于模型学习的是约束结构而非某个行业，每一个站点都会改善那些看起来与它毫不相似的站点的承销质量。
Architecture principles架构原则
All external dependencies — LLM providers, cloud services, market interfaces, DER platforms — sit behind stable adapter interfaces. No optimization or business logic imports a vendor SDK directly. Providers are switchable by configuration.所有外部依赖——LLM 供应商、云服务、市场接口、DER 平台——均位于稳定的适配器接口之后。优化与业务逻辑不直接引入任何厂商 SDK。供应商可通过配置切换。
Tell us the market and the megawatts. We'll come back with sites.告诉我们市场和兆瓦数，我们带站点回来。
Give us a target market, the megawatts you need, and the date you need them. We screen the operating industrial sites in that market and come back with a ranked pipeline.给我们一个目标市场、你需要的兆瓦数与时间点。我们筛查该市场的在产工业场址，带回一条排序过的管线。