Manufacturing · FDE POC
Continuous manufacturing · Digital operations
At 42 production lines, verified an end-to-end digital loop — demonstrable and acceptance-ready.
Shop-floor digitalTraceability
42
Production lines
FDE Services
Forward Deployed Engineering
From business discovery to prototyping, integration, and ROI — AI embedded in real operations.
Delivery
Three phases
POC
Proof of concept
Find quick wins; deliver verifiable prototype
2–4 weeks
Pilot
Pilot
Production integration; human-in-the-loop
6–12 weeks
Scale
Scale
Value closure; team handover
By project
Team
Echo + Delta · Dual-role model
Embedded analysts paired with deployment engineers on site — accountable to outcomes.
Echo
Embedded Analyst
嵌入式分析师
The team's eyes and brain — shadow real workflows, decode industry context, converge pain points, define north-star metrics.
Delta
Deployment Engineer
部署工程师
The team's hands — rapid prototypes, system integration, fail-safes, production delivery in legacy environments.
3T products and FDE services are offered independently — no bundling required.
Cases
JQHC · Smart manufacturing
POC delivery in complex industrial environments — demonstrable and verifiable.
Equipment delivery · FDE POC
Smart equipment · Field installation assist
Digitized install workflows and expert knowledge — engineers on site, experts review remotely, AI assists.
Process guidanceRemote review
5+15
Phases · steps