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

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.

Enterprise FAQ

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

Who owns the intellectual property of a co-created project?

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