What we've delivered—
broken down for you.
AI code migration & knowledge engineering
Moving libraries from other languages into a new one. Single libraries: weeks → hours. Large legacy migrations run the same way, in batch.
AI transformation of enterprise systems
ERP, CRM, mid-office — keep the engine untouched. We drop in smart authorization, smart content, and report Q&A. Zero-downtime go-live.
Private knowledge base & Agent workflows
Equipment manuals, contract clauses, product FAQs — all directly queryable. Multi-turn Agents chain approvals, diagnostics, and dispatch.
End-to-end delivery for non-standard work
Overseas lead gen, retail efficiency, factory scheduling — for chains no off-the-shelf stack can handle, we research, design, and deliver.
Selected Cases
4 · 2025 — nowAll cases are anonymized, with data from real deliveries. Click through to a case for the full research and delivery story.
Programming Language Ecosystem Migration
For emerging languages with scarce training data, used RAG + Agent to automate cross-language library migration, breaking through the manual translation bottleneck.
Securities Mid-Office AI Transformation
Covered three core scenarios: intelligent authorization, intelligent tweets, and intelligent integration — all non-intrusively layered on existing systems.
Laser Equipment Enterprise Smart Customer Service
Connected 30+ product documents, 24/7 auto-response for procurement and troubleshooting queries.
Overseas Customer Acquisition Automation
End-to-end coverage: target customer identification, personalized outreach, automated touch and lead follow-up.
What's your industry,
we'll cut cost for you.
Write to us — research, design, delivery, three stages all in-house.