SERVICES

From diagnosis to production, on the terms you need.

The four services work on their own or as one path. We don’t sell days; we start by agreeing on the problem and how success will be measured.

01

Diagnose

咨询

See clearly where AI fits — and what to do first.

We walk through your operation: which workflows consume the most people, what they cost each year, and who can make the call. We don’t sell tools before we understand the problem.

Deliverables
  • A one-page improvement brief: three viable use cases, priority, expected return
  • Feasibility, data requirements, and risk notes for each case
Timeline
0.5–5 days
Best for
You want to use AI but don’t know where to start — or you have an idea and need a candid read.
02

Customize

定制

Every company gets stuck differently. The solution shouldn’t be generic.

Off-the-shelf courses and tools rarely fit your business. We break the problem down with you and design around your workflow, your data, and your people.

Deliverables
  • A tailored plan: what to change, how, and who owns it
  • Technology choices, data and permission boundaries, acceptance criteria
Timeline
1–4 weeks
Best for
You have a concrete business problem with no off-the-shelf answer — or you bought a tool that never got used.
03

Train

培训

Two days of hands-on work, applied to the job.

Participants bring their own real problems. More than half the time is spent doing, not listening. They leave with something usable.

Deliverables
  • A team that can use AI in daily work
  • Tools, templates, and a practical playbook
  • Role-specific exercises and cases
Timeline
2 days (12–14 hours)
Best for
Knowledge-work teams that want to raise the floor — plus custom on-site courses for specific functions.
04

Embed

陪跑

Launch is the starting line. Adoption is the finish line.

We stay month by month: put the system into the workflow, measure the result, and hand it over to your people. The method stays with you.

Deliverables
  • A running workflow with acceptance criteria
  • A fixed number of on-site or remote days each month
  • Internal ownership model and handover docs
Timeline
Monthly
Best for
The system is live but unstable or unowned — or you want AI to become part of daily work.

The four services can be combined. Pricing depends on scope, data conditions, and timeline; we diagnose before we quote.

HOW IT WORKS

What a typical engagement looks like

01
15-minute diagnosis
Three questions: which workflow consumes the most people, what it costs each year, and who can make the call.
02
One-page proposal
Use case, approach, timeline, and how success is measured — on one page. If it doesn’t add up, you can reject it outright.
03
SOW and acceptance criteria
Deliverables, timeline, and acceptance are written down before work starts.
04
Delivery and validation
A running system, an evaluation report, and handover docs. The code goes into your repository.
05
Post-launch embedding
Into the workflow, measured, and handed over until your team can run it alone.
Start with a 15-minute diagnosis→

Use AI first. Prosper first.

先用 AI，先富起来。

If a workflow is slowing your business down, or an AI project is stuck at the demo, we can tell you in 15 minutes whether it’s worth doing — and how.

Message us on WeChat→hello@momu.dev
First cohort of seed clients · Beijing · Working nationwide