B2B DIGITAL TRANSFORMATION

Enterprise AI Services

Turning frontier AI potential into real-world ROI growth. Rejecting hollow "PPT concepts" and cheap wrappers — partnering with boards and leadership to map the path forward.

Service Type 01

Practical AI Empowerment Training for Government and Enterprise

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Target Client

Management cadres and key business personnel from government agencies, state-owned enterprises, public institutions, and large and medium-sized enterprises

Problem Addressed

Government and enterprise organizations commonly face challenges such as a lack of systematic understanding of AI, a disconnect between tool usage and actual business operations, low efficiency in producing official documents and report materials, high costs of promotional content creation, a heavy load of repetitive administrative work, and a lack of AI application solutions that balance security and compliance with practical implementation.

Delivery Timeline1–2 days of intensive training, customizable to 5-day specialized workshops or annual talent development programs.
Cooperation ModelCorporate In-House Training / Specialized Seminars / Blended Learning / Project-Based Co-Creation
Deliverables
Government & Enterprise AI Tools and Prompt Resource Package
AI-Assisted Official Documents and Report Deliverables
Professional Work Presentation Decks
Corporate Promotional Videos or Digital Human Videos
Practical Digital Management Tools
Organizational AI Empowerment Implementation Plan
Implementation Steps

Business Requirements Gathering & Role Scenario Diagnosis

Training Goal Confirmation & Course Customization

AI Theory Instruction & Case Study Demonstrations

Group Hands-On Practice & On-Site Coaching

Co-Creation of Deliverables, Roadshow & Expert Feedback

Deliverable Handover & Continuous Post-Training Support

Service Type 02

AI Product Co-Creation

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Target Client

Medium-to-large enterprises with cutting-edge business ideas but lacking in-house algorithms and product teams

Problem Addressed

External outsourcing vendors do not understand the characteristics of LLMs, resulting in delivered products that are merely "wrapper websites" or riddled with LLM hallucinations, making them extremely difficult to deploy to a production environment.

Delivery Timeline2 - 3 months (depending on the complexity of the solution)
Cooperation ModelJoint Product Co-Creation / Phased Milestone Payments / Tech-for-Equity Joint Operation
Deliverables
High-Fidelity AI Product Prototype Design & Core PRD
Production-Grade MVP Platform Featuring a "Human-AI Collaborative Fallback Mechanism"
Complete Model Selection & System Distillation White Paper, plus Full-Stack Source Code
Implementation Steps

Clarify and pinpoint genuine pain points (rejecting thin wrappers to ensure AI is the optimal solution);

Agile Development: Deliver a v1.0 prototype in the initial phase, leveraging high-frequency data to validate the logic in an offline sandbox;

System Refinement: Establish exception fallback strategies and deliver a full suite of production-ready assets.

Service Type 03

AI Strategy Diagnosis

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Target Client

Decision-makers, VPs, or entrepreneurs from traditional enterprises seeking an AI breakthrough path

Problem Addressed

Full of enthusiasm for transformation, yet lacking practical leverage. With high budgets and long timelines, it remains unclear which core business processes large models can deliver tangible ROI in.

Delivery TimelineClosed-loop resolution within 3–5 business days
Cooperation ModelSingle-Engagement Consulting Procurement / Appointment-Based Expert Diagnosis
Deliverables
Enterprise Business Status and AI-Era Strategic Direction Diagnostic Report
Business ROI Calculation Sheet and Technology Selection Whitepaper
90-Day Accelerated Implementation Roadmap for Core Scenarios
Implementation Steps

Step 1: Assess the company's current state (personnel, core business workflows, technical infrastructure);

Step 2: Conduct a 60-minute, high-density 1-on-1 video call for strategic alignment and problem diagnosis;

Step 3: Deliver an actionable roadmap and a detailed ROI calculation report within 3 business days.

Service Type 04

AI Business Coaching

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Target Client

CEOs and GMs seeking to continuously advance large-model AI initiatives and in need of senior expert external advisors.

Problem Addressed

Large language model accounts were purchased, but employees only use them to write daily reports, failing to deeply integrate into high-value business analysis areas such as the supply chain and finance.

Delivery TimelineQuarterly / Semi-Annual / Annual Long-Term Retainer Contracts
Cooperation ModelLong-Term Strategic Advisor / Operating Co-Partner Mechanism
Deliverables
Company-wide Quarterly AI Skill Proficiency Assessment Dashboard
Development and fine-tuning of automated agents for core business processes across 3–4 departments (e.g., customer marketing, technical quality inspection)
Regular alignment sessions with external advisors to mitigate force majeure business risks resulting from the latest industry-wide large model upgrades
Implementation Steps

Comprehensively assess key workflow bottlenecks and company-wide AI proficiency levels;

Deploy on-site to build 2-3 end-to-end autonomous Agent solutions addressing core pain points in marketing, R&D, legal, and other key functions;

Conduct monthly alignment reporting to measure efficiency gains based on metrics, and iterate the next phase of the AI roadmap.

Enterprise FAQ

Common questions on agile LLM implementation, hallucination prevention and ROI measurement.

Can the course be customized to align with our organization's business needs?
Can individuals without a background in AI or programming participate?
What practical deliverables can be achieved after the training?
Are online training or long-term development programs supported?
Who owns the intellectual property of a co-created project?
Can this be done without deep expertise in algorithms?
What are the considerations regarding company data security?
How to evaluate the results of hands-on coaching?

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