Services

Six practices centered on real AI delivery.

🏢

Science Park AI

Digital partner for parks and their tenant companies

  • ▸ Park-level digital strategy and AI roadmap
  • ▸ Operations dashboards, leasing tools, tenant service platforms
  • ▸ AI co-build for tenant companies inside the park
  • ▸ Joint brand: case write-ups, talks, partner events

Best fit: park management groups, tenant incubators.

🏥

Medical AI

Production AI for the Chinese medical context

  • ▸ Chinese health-report OCR + standardized field parsing
  • ▸ LLM-based report interpretation and recommendations
  • ▸ Health-companion agents, intelligent triage, chronic-disease follow-up
  • ▸ On-prem deployment, data residency, medical compliance

Best fit: health-screening centers, internet healthcare, health insurers, TCM clinic chains, hospital IT.

🤖

Agent Systems

From agent demo to production system

  • ▸ Multi-agent architecture design and implementation
  • ▸ Agent governance: observable, traceable, rollback-safe
  • ▸ RAG / tool use / long-term memory integration
  • ▸ Internal knowledge assistants and automation workflows

Best fit: mid-size enterprise IT, SaaS companies, R&D-driven teams.

🚀

AI Full-stack Build

End-to-end AI delivery from MVP to production

  • ▸ WeChat mini-program / Web / backend / AI pipeline
  • ▸ Glass-box delivery: progress notes, decision logs, milestone recordings
  • ▸ Phased payment; mid-payment tied to demo acceptance
  • ▸ First-month maintenance + optional retainer

Best fit: teams with a real business scenario who need a usable AI product.

🎯

AI Outbound Growth / Opportunity Radar

Your AI capabilities ⟷ Real market demand

Turn lead discovery, judgment, and follow-up into a running growth workflow

  • ▸ Public signal collection: company data, hiring, tenders, social posts, news, and industry events
  • ▸ Customer profiling, lead scoring, prioritization, and outreach suggestions
  • ▸ Sales scripts, follow-up cadence, weekly review, and pipeline board
  • ▸ Human-approved outreach only — no blind mass messaging; preserve business judgment and relationships

Best fit: B2B service firms, outsourcing teams, software companies, cross-border teams, and SMEs that need reliable lead flow.

🧩

Agentic ERP / Business Workflow Automation

Turn repetitive ERP/OA/CRM workflows into agentic workflows

  • ▸ Automation for e-commerce orders, after-sales, inventory, support, and approval workflows
  • ▸ Cross-system integration for contracts, quotes, receivables, and delivery status
  • ▸ Agent + RAG + tool use integrated with existing ERP/OA/CRM/Lark/WeCom systems
  • ▸ Start from one high-frequency workflow MVP, then grow into a business automation layer

Best fit: e-commerce operators, trading companies, project-based service firms, and teams whose systems still require heavy manual coordination.

How we deliver

Align

Alignment + architecture

Kickoff, requirement breakdown, technology selection, architecture diagrams.

Build

Core build + AI pipeline

Front-end, back-end, AI modules, data integration. Continuous progress updates + demo links.

Iterate

Integration + real-data tuning

OCR / LLM tuning, edge cases, performance.

Launch

Launch + acceptance + handover

Go-live, user docs, training, maintenance process starts.

Let's build something real.

Whether it's MVP validation, a long-term partnership, or technical consulting — get in touch.

Contact us →