02 · Industry solutions

Put this capability to work in your business.

Three solutions, one team: we open new business lines with you, build your content pipeline, and land platforms and agents inside your organization.

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Solution 01 · Venture incubation

Open a second growth curve with AI.

From market research and asset assessment, through full AI development, to launch and operations — we help companies build the new business for real.

  • 1Market research & asset assessment

    Market modeling · IP-fit analysis · cost-return models

  • 2Full AI development

    Product design · content & art generation pipelines

  • 3Launch & operations

    Distribution · data-driven iteration · long-term operations

CaseA leading film studio · AI gamification of film & TV IP (series with 3 billion+ views; a film franchise with 1.3 billion box office).

Second growth curve illustration
Second growth curveSolution
Solution 02 · Content pipeline

An AI content pipeline, from concept straight to finished work.

For teams that need content at scale: AI production workflows that hand the repetitive work to the pipeline — and keep the judgment with people.

CaseLegu Games · AI art production workflow: concept-to-finish automation that multiplied art throughput and output speed.

Legu Games AI art workflow
Legu Games AI art workflowCase
Solution 03 · Platforms & process

Model platforms, agents and process redesign — any industry.

From model aggregation platforms to AI-native process transformation — tailored to your scenarios, landed in real business.

CaseWuchuangyuan · Wuhan AI compute & model aggregation platform: 50+ frontier models, serving government services across 13 districts.

Wuchuangyuan AI platform
WuchuangyuanCase
The foundation

Every solution stands on our own stack.

The same infrastructure that runs our apps and games underpins every client project.

API GATEWAY
Kinwit API

40+ models behind one OpenAI-compatible interface — fine-grained token & key management, 99.9% availability.

ORCHESTRATION
Dreamscape Workflow

Node-based visual orchestration across image, video and text models, with batch execution and a template library.

AGENT ENGINEERING
Agent engineering

Business processes packaged as runnable agents — prompt design, tool calling and evaluation, proven in our own daily work.

DEPLOYMENT
Platform deployment

From cloud APIs to private model platforms — architecture, deployment and operations, proven at city scale.