Enterprise AI,
delivered as systems, not slide decks
Consulting · Product design · System delivery · Adoption support
Where AI adoptiongets stuck
Most companies do not fail because they lack interest in AI. They get stuck between strategy, workflow, tools, and execution.
You want to use AI, but the starting point is unclear
There are too many AI tools and concepts. It is hard to know which scenarios truly fit your business.
Consulting produced a plan, but no one helped execute it
Traditional consulting often ends with polished slides while implementation remains on your team.
Development vendors can code, but do not understand the business
External teams can build against requirements, but often miss the business logic and operational context.
There are many AI tools, but few fit your workflow
Every tool claims to be the answer. In practice, only a few are suitable for your data, team, and process.
How wehelp
Four service modules cover the full path from diagnosis to solution design, system delivery, and adoption support.
AI Opportunity Diagnosis
We analyze business workflows, data assets, existing systems, and organizational readiness to identify high-value AI entry points.
Solution & Product Design
Based on the diagnosis, we design the AI transformation plan, including technology selection, data architecture, PRD, and staged delivery plan.
Product System Delivery
We deliver beyond documents: working prototypes, measurable business workflows, and MVP systems that can be validated by real operations.
Adoption Support
Delivery is not the end. We support rollout, refine workflows, adjust AI strategies, and help your team build operational capability.
Delivery Process
Corecapabilities
We combine strategic judgment, product design, AI-native delivery, and operational follow-through.
Strategic Judgment
We help you see where AI creates business value, without chasing every tool or trend.
Product Design
We turn early ideas into executable product systems, including PRD, architecture, and prototypes.
AI-native Delivery
A focused team works with AI agents to move faster than traditional delivery models.
End-to-end Partnership
From diagnosis to launch, the process stays transparent and accountable.
We do not sell consulting reports
We deliver systems that can run
SCM EAIC combines consulting, product design, system delivery, and adoption support.
WhySCM EAIC
Traditional consulting stops at the plan. Outsourced development starts too late. We connect strategy, product, system, and adoption.
| Dimension | Traditional Consulting | Outsourced Development | SCM EAIC |
|---|---|---|---|
| Deliverable | Slides and reports | Code and system | Strategy, system, operating workflow, and executable assets |
| Business understanding | Deep research, little execution | Builds against requirements | Understands business, designs product, delivers system, supports adoption |
| AI capability | Strategic AI advice | API integration on request | AI-native team with agent-assisted delivery |
| Team model | Large teams, high cost | Vendor team with handoff risk | Focused team plus AI agents, efficient and accountable |
| After delivery | Ends at report handoff | Ends after maintenance window | Continues until the system is usable in real operations |
| Core stance | We tell you what to do | You tell us what to build | We build it with you |
“We are not just advisors. We are builders. We deliver executable systems, while the business outcome is created together with your team.”
— SCM EAIC principleProduct systemcases
Each case starts from a business constraint and ends with concrete, verifiable deliverables.
Membership operating system for a serviced apartment brand
Core challenge: Building a digital membership model from zero without internal product planning capabilityWhat we delivered: A complete membership system plan covering PRD, architecture, points, levels, recharge, and operating flows.
AI diagnosis system for a new energy auto service company
Core challenge: A traditional service network needed to upgrade its business model and technical system for EV maintenance.What we delivered: AI diagnosis prototype, training and franchise model, and membership product design.
Multi-sided system design for a cross-border distribution platform
Core challenge: Designing both the commercial model and multi-end product system from zero.What we delivered: B-side ordering, C-side distribution, delivery flows, and business model design.
AI comic drama production system for a content startup
Core challenge: Finding a clear product position and monetization path in a fast-moving AI content market.What we delivered: Product plan for AI comic drama production plus content distribution and monetization strategy.
Clientvoices
Feedback from teams across different industries.
“SCM EAIC was the first team that stayed with us beyond planning and helped us turn the system into something usable.”
“They worked more like an AI product partner than a consulting vendor, helping us clarify issues we had not seen.”
“The PRD quality was strong enough for our development team to use directly, saving a lot of communication cost.”
“The whole process was transparent. At every stage we understood what was being done and why.”
Collaborationmodels
Clear scopes, flexible models, and explicit deliverables for each engagement.
¥80k-250k
/ projectFor companies with defined needs that require diagnosis, solution design, and delivery in one project.
- Business diagnosis
- Custom solution design
- System/workflow delivery
- 30-day post-delivery support
¥30k-80k
/ monthFor companies pursuing continuous AI transformation with recurring consulting, delivery, and adoption support.
- Monthly delivery capacity
- Continuous iteration
- AI strategy and training
- Dedicated collaboration team
By value
shared upsideFor exploratory projects where both sides align around business value and long-term upside.
- Lower upfront cost
- Value-linked return
- Long-term collaboration
- Shared risk and upside
Not sure where AI fits?
Start with five minutes
We will help you clarify the highest-value AI adoption path for your business.
Exploremore
Service pages and point-of-view channels to help you evaluate fit from multiple angles.