CONSULTING
Enterprise AI consulting
Where to start, how to pilot, and how to check the result. For owners and managers: a path you can decide on.
01
Find the scene
List the frequent jobs you can standardize and check, then pick the one worth doing first.
02
Set the boundary
Name the goal, the order, the spend limit, and the risk line before anyone buys another tool.
03
Plan the path
From pilot to habit to a stronger system, with a stage path and a metric you can check.
What you leave with
When you leave, you can decide the next step
Scene diagnosis
Find the one or two slices worth doing first, and a list of what not to do.
Path and budget
Where training, tools, automation, and a custom build each fit, and what you will not spend yet.
Pilot design
Roles, rhythm, a baseline, and the check, so the pilot does not fade out.
Risk and rules
What you will not paste, what a person must confirm, and which promises stay human.
Packs that usually follow
Manufacturing AI plan
Connect quoting, order follow-up, knowledge lookup, and data summaries to AI. Help the front line first, then keep the know-how. For plants with complex specs and hard-to-copy experience.
Export AI plan
Find buyers and write outreach that fits the account, while a person still checks prices, lead times, and claims. Built for small export teams.
Small-team office plan
Start with everyday office jobs. Templates and a review step make AI something the team can repeat. For companies that want a result before a system.
Cases to compare
Reading before the call
Browse insightsScene diagnosis, pilot design, and the lines you will not cross.
Industry notes
四周AI试点怎么设计：指标与抽检
企业AI四周试点的设计方法：选一条线、定可核对指标、影子模式与周抽检，决定扩面、停或改。
Industry notes
中小企业AI红线十条
中小企业上AI的十条红线：数据、承诺、自动化、验收与责任边界，避免速度换来更大业务风险。
How-to
企业AI咨询：场景诊断怎么做
企业AI咨询的场景诊断步骤：盘点高频任务、评估可标准化与风险、选定第一条试点线并写清验收。
Industry notes
咨询与培训怎么搭配更省钱
企业上AI时如何搭配咨询与培训：培训建能力，咨询定场景与闸口，避免只训不用或只方案不落地。
Industry notes
企业AI咨询什么时候该约：自己摸和请人指导怎么选
帮助中小企业判断何时需要企业AI咨询：内部能自学推进与必须外部协助的分界，以及预约前应准备的材料。
常见问题
Questions about consulting
How a consult starts, what you leave with, and when a custom build is the next step.
01
How does a consult start?
We look at the industry, the team size, and the step that eats the most time, and decide if a pilot is worth it. Then we set the boundary, the data you will not paste, and the metric. Training or a pack comes after that if needed.
02
How is consulting different from a custom build?
Consulting is the path and the decision. A build, usually scoped in the lab, is the system and the integration. Most smaller companies should consult and pilot before they develop.
Book an enterprise AI consult
Bring the industry, the team size, and the one job that eats the most time.