Steadily serving 30+ mid-to-large enterprise customers · education · government · finance · manufacturing · internet · case data anonymized for compliance
Schools: prep · tutoring · assessment ｜ Enterprises: workflows · finance · legal · support · R&D
One-click lesson plans and courseware; automatic video slicing, subtitles and knowledge-point tagging; rubric-based grading with learning analytics.
A 24/7 study companion answering questions, mapping exam points via knowledge graphs and planning personalized routes; academic-affairs agents reach 98%+ accuracy.
Automated compliance checks on expense claims and invoices; query profit and tax changes in natural language; real-time fiscal risk monitoring shifts remediation to prevention.
Automatic contract classification; multi-dimensional risk scanning across parties, settlement, obligations and compliance; revision suggestions with traceable reports.
Approvals, meeting minutes, weekly reports and cross-department data moves executed end-to-end by agents — from the "chat era" to the "execution era".
Automatic triage of common questions and one-line ticket summaries; policies and manuals fed into a knowledge base for instant, natural-language answers.
Within one business, different tasks route to different models — quality and cost, both optimal
Tune routing: prep & quizzes on GLM · peak-hour Q&A on Haiku · retrieval on bge-m3
Tune routing: complex queries on DeepSeek · routine Q&A on Air to cut cost
Tune routing: hard cases on Opus · document review on Sonnet · high-volume flows on Haiku
Tune routing: hard contracts on Opus · support triage on GLM · summaries on DeepSeek
From AI-native products to traditional enterprise IT, from cross-border teams to indie developers
Smart support, AI writing, coding copilots, RAG knowledge bases — AI-native apps.
Office automation, internal Q&A, contract review, report analysis.
Stable access to global models while keeping Chinese-model cost efficiency.
Validate multi-model performance fast, pay as you go, lower early-stage spend.
Contact account manager → tenant provisioning → get API Key → go live
Contact Our Team