AI systems are scaling rapidly, but the hardware beneath them is under growing pressure. As performance demands rise, so do the costs of moving data efficiently. Bandwidth limits, heat, energy consumption, routing complexity, and cooling overhead are becoming critical constraints across advanced computing.
AGI Infinity is developing a new class of volumetric holographic optical conductors and transistor-like structures designed to explore an alternative to conventional electrical interconnects at hybrid, micro- and nano-scale dimensions.
Our work is focused on whether computer-generated holographic optical structures can provide a practical route to higher-bandwidth, lower-loss data movement and, over time, more advanced optical logic capability for future computing systems.
We believe the next major shift in AI infrastructure may depend not only on faster processing, but on a better way to move and manipulate data.
The Challenge
The limits facing advanced computing are no longer confined to processing alone. In increasingly complex AI and high-performance systems, the movement of data is becoming one of the main drivers of power use, thermal output, and architectural inefficiency.
Conventional electrical interconnects remain effective, but they also introduce resistive loss, heat, and growing routing complexity as systems scale. As AI workloads become larger and more demanding, these pressures are becoming harder to solve through incremental improvements alone.
That creates a clear strategic question for the next generation of hardware. Can a new medium for signal transport and switching unlock more efficient system performance than metal wiring alone?
The limits facing advanced computing are no longer confined to processing alone. In increasingly complex AI and high-performance systems, the movement of data is becoming one of the main drivers of power use, thermal output, and architectural inefficiency.
AGI Infinity has been built
around that question.
Our Approach
We are developing a platform based on two core concepts:
01 · Optical conductor
Holographic Optical Conductors
HOC
02 · Optical transistor
Holographic Optical Transistors
HOT
These structures are intended to use computer-generated nano-holography, structured optical media, and volumetric design principles to explore how light can be directed and used functionally in three-dimensional pathways for signal transport and switching behaviour.
At a high level, the architecture is being developed to:
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Signal Paths
Replace selected electrical pathways with optical signal paths (replacement of silicon CMOS Interconnects and logic gates)
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Resisitive loss
Reduce resistive losses associated with metal interconnects
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Bandwith
Support high-bandwidth, low-latency data movement
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Switching
Investigate switching and logic behaviour within holographically structured materials
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Future pathway
And implement photonic replacement fabric for silicon CMOS interconnect and logic to create a pathway toward future optical interconnect and compute architectures
This is an advanced development programme, not a claim of full semiconductor replacement today but just a targeted component of the Elemental Semiconductor family. Our objective is to establish a credible route toward optical technologies that could integrate with, complement, or extend beyond conventional CMOS environments over time.
Why this Matters
As compute systems continue to scale, interconnect efficiency is becoming a first-order design issue. A successful optical architecture could open up important advantages in areas such as:
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Bandwidth density
Higher data throughput within the same physical footprint
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Energy efficiency
In targeted data-movement applications
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Thermal management
Reduced heat from signal transport pathways
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Routing simplification
Reduced interconnect complexity at scale
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AI hardware flexibility
New design space for future hardware configurations
The significance of this goes beyond performance alone. In AI infrastructure, the economics of power, cooling, and hardware utilisation are increasingly central to commercial viability. If data can be moved more efficiently, then system-level gains may follow across throughput, operating cost, and scalability.
Development Focus
AGI Infinity is currently advancing two closely related directions, establishing a pathway from early optical interconnect concepts toward more advanced holographic optical computing structures.
Micro Optical Conductors and Transistors
MICRO · HOC / HOTThis is our micro-scale development path, intended to explore semiconductor-relevant dimensions and nearer-term integration opportunities. The focus here is on practical pathways for optical conductor and transistor-like structures that may be relevant to current or emerging computing environments.
NANNI-O
Nano Artificial Neural-Network Interface — OpticalThis was our nano-scale programme, focused on volumetric holographic optical structures for future AI hardware and denser compute architectures. It was intended to explore how optical pathways and switching concepts might operate in more compact, high-density environments aligned with longer-term hardware evolution.
Together, these programmes establish a development path from early optical interconnect concepts toward more advanced holographic optical computing structures.
Technology Foundation
Our technical direction is based on the idea that light can be structured, directed, and potentially used functionally within three-dimensional holographic forms, rather than relying solely on conventional metallic wiring.
This work has been shaped through several years of internal research and concept development, supported by related experience in holographic systems, optical design, neural-network thinking, and applied AI.
The platform brings together several areas of technical thinking, including:
∞
- Computer-generated
holography - Nano-optical
design - Volumetric optical
pathways - Metamaterial hybrid-based
- Logic and switching
concepts - AI-related control
concepts
Commercial Relevance
We believe this direction is commercially relevant because it addresses a problem that is both technical and economic.
As AI infrastructure expands, the industry is under pressure to improve system efficiency, reduce energy and cooling demand, and unlock greater throughput from increasingly complex hardware environments. Architectures that can improve data movement and reduce bottlenecks may become increasingly valuable across advanced compute markets.
If validated, our approach could be relevant to:
Our view is not that the industry changes overnight. It is that meaningful adoption may begin where the bottleneck is most painful, and where optical approaches can offer the clearest system-level benefit.
Why AGI Infinity
We believe this opportunity stands out for several reasons.
- 01 A distinct architectural thesis
- This is not simply a faster version of a conventional chip concept. It is a different way of thinking about data movement, routing, and switching structure.
- 02 Relevance to a real and growing constraint
- Bandwidth, power, and cooling are now central challenges in AI infrastructure. Our work is aimed directly at that problem space.
- 03 Deep-tech differentiation
- The combination of volumetric holography, optical conductors, and transistor-like functional structures creates a potentially differentiated foundation for future IP, validation, and partnership.
- 04 A staged development path
- By pursuing both micro-scale and nano-scale directions, we are building a pathway that can support nearer-term exploration while maintaining a longer-term architectural vision.
- 05 Founders with relevant technical background
- The company builds on experience spanning optical systems, computer-generated holography, neural-network design, technical computing, and applied AI development.
Founding track record
- Volumetric holographic storage
- Large-scale information categorisation
- Applied AI and digitisation
- Optical systems development
- Technical computing environments for specialist scientific applications
Where we are now
We are currently focused on refining the technical story, progressing IP protection, and building the right relationships for validation and commercial development.
At this stage, our priority is to engage with:
- Strategic investors,
- Semiconductor and photonics partners,
- Technical collaborators,
- Research and engineering specialists,
- And organisations interested in next-generation AI infrastructure.
Working with us
AGI Infinity is seeking to build the partnerships needed to take this work from concept development into broader technical validation and commercial positioning.
That includes discussions around:
- Strategic investment,
- Technical collaboration,
- Semiconductor and photonics integration pathways,
- Validation and prototyping support,
- And longer-term commercial development.
Contact
For any enquiries, please contact: