Company Directory › Robotics › Machine Vision & 3D Sensing › HuaRay Technology (iRAYPLE) vs Instrumental
HuaRay Technology (iRAYPLE) vs Instrumental
HuaRay Technology (iRAYPLE) and Instrumental are both machine vision & 3d sensing companies. Their verified profiles differ on headquarters, country, industry focus, founding year and markets served. The table below sets out only those rows; everything else is on each company's own profile. Facts verified 9 November 2026.
Where they differ
| Company | HuaRay Technology (iRAYPLE) | Instrumental |
|---|---|---|
| Headquarters | Hangzhou, China | Palo Alto, California, United States |
| Country | China | United States |
| Industry | Components — Machine Vision & 3D Sensing | Components — Machine Vision & 3D Sensing; manufacturing AI and vision platform for electronics |
| Founded | — (not publicly disclosed; left blank rather than guessed) | 2015 |
| Markets served | Intelligent manufacturing, logistics automation and mobile robotics; global sales via the English-language official site | Global; AI compute infrastructure, high-volume electronics, aerospace and defence manufacturing |
How HuaRay Technology (iRAYPLE) and Instrumental differ
Hangzhou and Palo Alto anchor this comparison, and the ownership routes behind them diverge sharply. HuaRay Technology, operating under the iRAYPLE brand in Hangzhou, China, supplies machine vision and mobile robotics components and systems for intelligent manufacturing. Its record does not publicly disclose a founding year or headcount, and it describes markets in intelligent manufacturing, logistics automation and mobile robotics, with global sales via its English-language official site. It is recorded as a holding subsidiary of Dahua Technology, listed on the Shenzhen Stock Exchange under ticker 002236, per the assignment funding note. Instrumental, headquartered in Palo Alto, California, United States, was founded in 2015, company-stated in its press releases, and also does not disclose headcount. It provides a Manufacturing Acceleration Platform for complex electronics, turning assembly data into knowledge and action to improve yield, throughput and new product introduction ramp. Its markets are global, covering AI compute infrastructure, high-volume electronics and aerospace and defence manufacturing. Instrumental is private, with cumulative funding over US$80M, after February 2022 Series C coverage of US$50M stated more than US$80M raised in total and PitchBook records US$80.8M. Buyers evaluating vision hardware and mobile robotics read HuaRay; electronics manufacturers evaluating a data platform read Instrumental.
Frequently asked questions
What is the main difference between HuaRay Technology (iRAYPLE) and Instrumental?
HuaRay Technology (iRAYPLE) is based in Hangzhou, China and Instrumental in Palo Alto, California, United States; they also differ on country, industry focus, founding year, markets served. The table above sets out both companies' entries row by row.
Are HuaRay Technology (iRAYPLE) and Instrumental in the same country?
No. HuaRay Technology (iRAYPLE) is based in Hangzhou, China and Instrumental in Palo Alto, California, United States.
Can one sourcing request reach both HuaRay Technology (iRAYPLE) and Instrumental?
Yes. HuaRay Technology (iRAYPLE) can be reached through irayple.com and Instrumental through instrumental.com, or post one sourcing request and let both answer if they fit.
Does GlobleMatch rank HuaRay Technology (iRAYPLE) above Instrumental, or Instrumental above HuaRay Technology (iRAYPLE)?
Neither. There is no pay-to-rank and no paid placement in comparisons; order and content come from verified profile facts only.
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Full profiles, with every fact and its source: HuaRay Technology (iRAYPLE) and Instrumental. Profile facts last verified: HuaRay Technology (iRAYPLE) on 9 November 2026, Instrumental on 10 November 2026.