We help buyers verify vendor quotes, expose hidden OPEX, and source the right robotics solution for your facility.
The Core Architecture
From mature commercial cleaning fleets to frontier embodied AI, we cover the full spectrum of Chinese automation with independent, data-driven deployment strategy.
Focus: Pudu (CC1), Gaussian, Commercial Scrubbers & Sweepers
Data-driven TCO & payback modeling. We factor in local janitorial wages, square footage, and consumable costs.
12-20 mo
Typical payback
Typically replies in 2 hours. No commitments.
Focus: Hai Robotics, Geek+, Shelf-to-person
Navigate WMS integration latency, local Fire Code compliance, and 3PL warehouse floor flattening requirements before purchasing.
Focus: DexForce, Unitree, Robotic Manipulation
Avoid PoC disasters. Rigorous independent testing for shrink-wrap glare, mixed-SKU depalletizing, and API stability.
Brands we actively monitor and source. Every vendor is independently vetted against deployment readiness, TCO, and real-world integration criteria — not marketing claims.
Pillar 1
Pillar 2
Pillar 3
Audit statuses are updated quarterly based on factory site visits, integration testing, and post-deployment field reports.
Financial Modeling & Risk Assessment
We build scenario-specific financial models and integration risk audits before you commit capital. Every model is grounded in factory-direct pricing data and real-world deployment conditions.
Pillar 1 — Commercial Cleaning
Benchmarking Tier-1 factory prices vs. local wages & consumable costs.
Pillar 2 — Intralogistics & AMRs
Analyze hidden WMS API costs & floor leveling requirements.
Pillar 3 — Vision & Embodied AI
Identify deal-breakers (e.g., shrink-wrap glare) to prevent costly PoC failures.
Trust Mechanism
Our incentives are aligned with yours, not the dealer's. Here's exactly how we get paid — and why it saves you 30-50%.
You pay the absolute MSRP / Tier-1 Factory Net Price. We never hide margins in hardware invoices.
We earn a transparent channel rebate from the factory marketing budget. Consulting is free.
Whether you buy a commercial scrubber or a 3D vision arm, our rebate structure is flat. Our only goal is your successful deployment.
Independent, data-driven answers to the deployment, sourcing, and return-on-investment questions that matter most to overseas buyers.