Decide whether to build — before you spend to find out.在为答案付费之前，先判断该不该建。
Most AIDC projects fail on power, not on engineering. Pre-planning evaluates candidate sites against the constraints that actually kill projects — grid capacity, queue position, water, fiber, and return — and gives you a ranked, defensible answer in weeks.多数 AIDC 项目倒在电力，而非工程。预规划针对真正决定项目生死的约束——电网容量、排队位次、水、光纤与回报——评估候选站址，在数周内给出可排序、可辩护的结论。
Four questions answered before engineering starts.工程启动前，先回答四个问题。
Site selection选址评估
Score and rank candidate locations on the factors that determine whether a site can carry an AI load at all.对候选站址按决定其能否承载 AI 负载的关键因素进行打分与排序。
- Land availability and construction readiness土地可获得性与建设条件
- Power accessibility and headroom电力可接入性与冗余容量
- Fiber routes and carrier presence光纤路由与运营商覆盖
- Climate, water resources, regulatory environment气候、水资源与监管环境
Output输出: site ranking, opportunity score, risk score.站址排序、机会评分、风险评分。
Utility analysis公用工程分析
Establish what the utility can actually deliver, when, and on what terms — the single most common reason a project slips.厘清电力公司实际能供什么、何时供、以什么条件供——这是项目延期最常见的单一原因。
- Power电力 — grid capacity, available MW, expansion capability电网容量、可用兆瓦、扩容能力
- Water水 — availability and cooling suitability可获得性与制冷适用性
- Fiber光纤 — existing routes, carrier availability既有路由、运营商可用性
- Gas燃气 — backup generation feasibility备用发电可行性
Output输出: Utility Readiness Report.公用工程就绪度报告。
Financial feasibility财务可行性
Cost the project from the physical model rather than a spreadsheet template, so CAPEX moves when the design moves.以物理模型而非表格模板测算成本，设计一变，资本开支随之更新。
- Land, power infrastructure, and cooling cost土地、电力基础设施与制冷成本
- Construction and network CAPEX建设与网络资本开支
- Operating cost and energy exposure运营成本与能源敞口
- ROI and payback period投资回报与回收期
Output输出: Investment Feasibility Report.投资可行性报告。
Interconnection strategy并网策略
The module that compresses the schedule. Storage buffers the ramp rate and flexible compute reshapes the curve, so what the utility sees is smooth and predictable — and the filing is generated, not drafted.压缩工期的关键模块。储能缓冲爬坡速率，柔性算力重塑负荷曲线，让电力公司看到一条平滑可预测的曲线——申报文件由系统生成，而非人工起草。
- Ramp-rate buffering and BESS sizing爬坡速率缓冲与储能定容
- Load-flexibility profiling of the workload工作负载的柔性画像
- Demand-response registration path需求响应注册路径
- Filings: PJM · NYISO · Southern Grid · State Grid申报：PJM · NYISO · 南网 · 国网
Output输出: interconnection route and submission-ready filing set.并网路线与可提交的申报文件集。
From candidate list to an interconnection route.从候选清单，到一条并网路线。
Define the workload定义负载
GPU type and quantity, training versus inference mix, growth curve, and latency constraints. The workload — not a rack template — is the input.GPU 型号与数量、训练与推理配比、增长曲线与时延约束。输入是负载本身，而非机柜模板。
Screen the sites筛选站址
Candidate locations are scored on power, water, fiber, climate, land, and regulation, then ranked with an explicit risk score for each.候选站址按电力、水、光纤、气候、土地与监管打分并排序，每项附明确风险评分。
Model the power path推演供电路径
Available capacity, queue position, and tariff structure are modelled against the load profile to find where the schedule actually breaks.将可用容量、排队位次与电价结构与负荷曲线联合建模，找出工期真正的断点。
Shape the load整形负荷
Storage and compute flexibility are co-optimized until the curve meets what the operator will accept — this is where years come off the schedule.协同优化储能与算力柔性，直至负荷曲线满足运营方可接受的形态——工期的数年压缩正来自这一步。
Generate the filing生成申报文件
The interconnection package is produced from the model, with every parameter traceable to the simulation that produced it.并网申报文件包由模型直接生成，其中每个参数都可追溯至产生它的仿真。
From infrastructure planning to infrastructure intelligence.从基础设施规划，到基础设施智能。
Bring a workload profile and a candidate site. We will run it through the platform and show you the power path, the thermal envelope, and the interconnection route.带上负载画像与候选站址，我们将在平台中完成推演，呈现供电路径、热力包络与并网路线。