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AI Applications & Algorithms

Scenario-first custom development backed by algorithm R&D: validate value with a POC, then deliver production-grade AI applications the engineering way.

Typical Scenarios

Intelligent Customer Service

24/7 instant response with accurate human handoff for complex cases.

Marketing Content Generation

Batch generation of copy, assets and campaign materials, multilingual.

Knowledge Q&A & Document AI

Extraction, classification and summarization of contracts, reports and tickets.

Data Analytics & Reporting

Natural-language queries, auto-written insights and reports.

Intelligent Workflows

AI-assisted decisions in approval, dispatching and inspection flows.

Personalized Recommendations

Learning and product recommendations for education and retail scenarios.

Algorithm Services

Custom Algorithm Development

Design and implement algorithm solutions with runnable engineering code.

Model Selection & Fine-tuning

Scenario adaptation of open-source models, balancing effect and cost.

Inference Optimization

Quantization, distillation and tuning for lower cost and faster response.

Evaluation & Datasets

Quantitative benchmarks and high-quality datasets for measurable quality.

Rapid POC

A verifiable prototype at minimal cost, tested with real business data to clarify ROI.

Engineering Delivery

Validated capabilities packaged as standard applications: testable, monitorable, auditable.

Continuous Iteration

Launch is not the end: keep optimizing with usage data and feedback.

Have a Business Problem for AI?

Contact us — start with a scenario assessment of what AI can do for it.