Liquid Instruments has introduced GenInst Studio, a breakthrough software that transforms plain-language requests into ready-to-use test instruments on its Moku hardware platform without requiring FPGA programming skills.
- GenInst Studio uses AI to build validated instruments from plain-language prompts.
- The software runs on Liquid Instruments’ reconfigurable Moku hardware platform.
- The tool eliminates the need for extensive FPGA programming expertise.
What happened
Liquid Instruments Pty. Ltd. launched GenInst Studio, an innovative software that converts plain-language instrument specifications into custom, ready-to-run test instruments on its reconfigurable Moku hardware. Users interact with GenInst Studio via a chat interface that generates application-specific instruments without requiring field-programmable gate array (FPGA) coding knowledge.
This marks a major advancement in test and measurement technology, allowing engineers to bypass months of development and niche expertise. The company has developed this capability since its founding in 2014, combining its reconfigurable Moku hardware—with embedded FPGAs and software layers—with agentic AI to create highly customizable testing solutions.
Why it matters
Traditional off-the-shelf test instruments often fail to meet exact experimental needs, forcing users to invest significant time and resources in building custom solutions. GenInst Studio addresses this gap by enabling users to quickly prototype and deploy specialized instruments simply by describing their requirements.
The software-driven approach not only accelerates development but also maintains transparency with an auditable AI workflow. This capability lowers the barrier to adopting advanced instrumentation, especially for organizations without deep FPGA development expertise. GenInst Studio’s customers include major entities such as NASA, NIST, Stanford University, and various U.S. defense contractors, underscoring its broad applicability and impact.
What to watch next
Following a $50 million Series C round co-led by Keysight Technologies and the Australian National Reconstruction Fund Corporation, Liquid Instruments plans to deepen its AI-driven instrumentation efforts in collaboration with these partners. The company has now raised over $100 million in total funding, positioning it to expand both software capabilities and hardware integration.
Industry observers and early adopters will be monitoring how GenInst Studio influences testing workflows and whether this model will become a new standard for instrument customization across research, defense, and industrial sectors. The evolution of agentic AI combined with reconfigurable hardware could transform how engineers across markets design and deploy measurement systems.