Intelligent manufacturing isn't buying a few machines and deploying a few systems — it's one coordinated game from strategy to the production line. We help manufacturers plan that road clearly.
From strategy to the shop floor, from system selection to implementation oversight, we help manufacturing enterprises plan the road to intelligent manufacturing clearly.
Tailored to your industry and growth stage: an intelligent-manufacturing maturity assessment and a phased implementation roadmap.
MES / APS / WMS selection and implementation oversight. No ties to any software vendor — objective recommendations.
Deep understanding of the differing needs of discrete and process manufacturing, combining lean production principles with digital tools.
Every capability below comes from real interface testing in an on-premises deployment environment (2026-09) — arrange a live demo to verify.
A cloud reasoning model (MiniMax M3) plus a locally hosted private LLM (35B parameters, tested at ~29 tokens/s with a 262K context) with automatic scheduling and automatic failover; mainstream models such as GLM and DeepSeek work out of the box — business keeps running even when a single model fails.
Type in "bearing OD out of tolerance by 0.02mm for 3 consecutive batches" and 5Why automatically produces systemic root causes and layered corrective actions; 8D/CAPA/deviation/complaint responses run on the same engine. SPC's Cp/Cpk and control limits are genuine statistical calculations, not talking points.
Ships with knowledge bases of food and machining SOPs, 8D cases, and deviation investigations; multi-term retrieval (e.g. "SMED changeover") lands directly on the matching work instruction and cites the exact source — check and cite on the spot during audits.
Slider CAPTCHA with failure rate limiting, JWT sessions, endpoint-level authorization, API keys encrypted at rest, site-wide TLS/HSTS, and per-call usage auditing — meeting the compliance checkpoints of listed companies and management-system audits (mapping documentation available on request).
Connects directly to existing digital assets such as ERP/MES/LIMS/QMS, supporting 6 database engines including PostgreSQL, MySQL, SQLite, and Oracle; full reach across DingTalk, WeCom, and Feishu IM channels.
Every model call's tokens and cost are logged line by line and visible in SaaS billing — AI ROI stays auditable, with no money spent in the dark.
Core team members each have 20+ years in manufacturing, spanning optical communications, electronics, precision manufacturing, food processing, and more.
Know what to do first, what comes next, and why — no blind investment.
A neutral stance plus industry know-how — system selection matched to your actual business, not to sales pitches.
Implementation oversight plus knowledge transfer — project delivery quality and team capability rise together.
Maturity assessment + roadmap planning + system selection guidance — one conversation to see the direction clearly.
