Design AI Around Business Value
We integrate AI capabilities with frontend/backend systems, data permissions, operational workflows, and content production pipelines, delivering usable, manageable, and iterable business products.
AI Agent Development
Build customer service, sales, operations, data analysis and internal assistant agents with multi-turn dialogue, tool calling, task orchestration and enterprise system integration.
Enterprise Knowledge Base
Transform documents, policies, product materials and training manuals into searchable knowledge bases with permission control, source tracing and multi-format document management.
AI Image & Video Generation
Integrate text-to-image, image-to-image, short video, digital human, voice-over and batch production capabilities to reduce costs and increase efficiency for e-commerce, advertising and training.
Mini-Programs & Mobile Apps
Develop WeChat, Alipay, Douyin mini-programs and cross-platform apps, integrating search, recommendation, customer service, Q&A and NFC hardware capabilities.
SaaS & Backend Systems
Build multi-tenant backends, data dashboards, content management, order management and API services to close the loop of AI capabilities in real operations and management.
Private & Secure Deployment
Support on-premise, private cloud and hybrid deployment. Design logging, permissions, auditing, model calling and O&M plans according to enterprise data security requirements.
Start from Scenarios, Expand Continuously
If your enterprise does not yet have a complete AI strategy, you can start with a high-frequency, measurable business scenario that can quickly validate value.
AI Customer Service Agent
7x24 intelligent Q&A, automatic ticket classification, multi-round consultation and after-sales support, reducing customer service costs by 60%.
AI Content Marketing
Batch generation of marketing copy, product descriptions, social media posts, and multi-language advertising materials, improving content production efficiency by 5x.
Intelligent Data Analysis
Natural language data query, automatic report generation, anomaly detection and business insight mining, empowering every team member to become a data analyst.
Enterprise Training System
Convert training materials into interactive knowledge bases, support intelligent Q&A, examinations and learning path recommendations, reducing training costs by 70%.
Close the Loop First, Then Replicate
We evaluate business processes, data sources, user roles, model costs and delivery cycles together, prioritizing entry points that show efficiency improvements in the short term.
From Requirements to Launch, Every Step Verifiable
Projects are not 'develop first, then hope'. We clarify boundaries, validate model effects and costs early, then enter stable iteration.
Requirement Diagnosis
Sort out business goals, user roles, data sources, existing systems and key constraints to clarify AI implementation priorities.
Solution Design
Complete model selection, functional scope, system architecture, permission rules, cost estimation and phased delivery plan.
Prototype Validation
Validate core effects with runnable prototypes, including Q&A accuracy, generation quality, process efficiency and user experience.
Iterative Development
Enter frontend and backend development, API integration, data processing, permission configuration, testing and launch preparation.
Launch & O&M
Complete deployment, training, monitoring, log analysis and continuous optimization to upgrade AI capabilities with business development.
Why Choose Us
Compared to just building pages or APIs, we care more about whether systems actually improve efficiency, reduce costs and accumulate business data after launch.
Validate Before Investing
Priority delivery of demonstrable prototypes, confirming direction with real effects, reducing ineffective development and over-design.
AI + Business Systems
Covering LLMs, RAG, Agents, frontend, mini-programs, backend, databases and deployment operations.
Reusable Toolchain
Accumulating agent, knowledge base, content processing and business backend capabilities, shortening delivery cycles and controlling costs.
Long-term Iteration
Continuously follow up on effects, costs and user feedback after launch, keeping systems adapting to new models and business needs.
Data Security
Planning permissions, logs, auditing, private deployment and sensitive data processing mechanisms according to enterprise requirements.
Fast Communication
Clear synchronization of project milestones, risks, progress and deliverables, reducing repeated communication and uncertainty.
Four Cooperation Models, Flexible Investment
Start from consulting, prototyping or complete systems. We also support revenue-sharing or equity partnerships for high-potential projects.
Ready to Integrate AI?
Whether you just have an initial idea or already have clear requirements, we can help you evaluate scenarios, costs, timelines and technical feasibility.