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Case Study | Humanoid Robotics | Strategic Data Sourcing

23

Suppliers contacted

across global markets

2 weeks

Full sourcing assessment

vs. a quarter of internal effort

1 qualified

Optical marker supplier

with inventory & price quote


THE CHALLENGE

A well-funded robotics company building foundation models for humanoid robots needed high-fidelity optical marker motion capture data at scale. Their data acquisition function had spent a quarter sourcing internally while managing other operational demands.

The brief was technically narrow: optical marker capture, high frame rates, full-body skeleton including hands and fingers, locomotion and environmental navigation motions, and a perpetual commercial AI training license.


WHAT NEXUS DELIVERED


  • Contacted and qualified 23 suppliers across specialist studios, hardware manufacturers, academic institutions, and bespoke capture providers spanning North America, Europe, and Asia

  • Produced a structured Buyer SCREEN Report covering sourceability, rights feasibility, supplier accessibility, delivery feasibility, and build vs. license analysis

  • Documented the client's prior evaluation list, protecting existing relationships from duplication

  • Confirmed optical marker capability, BVH output, AI training rights, and de-identified data in writing from a qualified supplier

  • Obtained structured inventory and formal pricing across off-the-shelf and bespoke capture at three volume tiers

  • Surfaced a second vendor option supporting the client's supply concentration governance objective

OUTCOME


In two weeks, Nexus delivered a qualified supplier shortlist, written technical and commercial confirmations, and a structured market intelligence view. The client moved from an open market search to a confirmed sourcing path with competitive options ready to present to leadership

Sample deliverable: Buyer SCREEN Report Client identity and specific requirements redacted to protect confidentiality.



Covers executive decision, confidence scoring, requirement mapping, supplier qualification, do not contact tracking, build vs. license

analysis, and structured next steps.

The SCREEN is free.

Every engagement starts with a no-cost sourceability assessment. You only pay if you choose to proceed to active

sourcing.

Start at nexusdatastrategy.com





SERVICES DELIVERED


  • Buyer SCREEN Report

  • Build vs. license analysis

  • Global supplier mapping

  • Evidence-based qualification

  • Written confirmations

  • Market pricing intelligence

  • Second vendor sourcing

  • Reusable sourcing framework

Nexus helps world model labs, robotics companies, and AI teams source real enterprise data, faster and without legal or

sourcing dead ends. Start with a free feasibility screen.




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