Post-Lithography AI Compute

Building sovereign AI compute
beyond the lithography race

Hiddle.io is designing modular, scalable AI compute architecture that eliminates dependency on global fabs, enabling sovereign and decentralised compute infrastructure.

Hiddle.io is the AI compute initiative of Hiddle India Private Limited, a Hyderabad-based company. We exist to build sovereign, fabrication-independent compute — so that the future of AI isn’t held by a handful of fabs.

The problem with modern AI compute

Supply chain bottleneck

The global semiconductor ecosystem depends on a handful of fabs and one lithography equipment maker (ASML). A single point of failure for the entire AI industry.

Geopolitical risk

Chip fabrication is concentrated in East Asia. Export controls and geopolitical tensions threaten access to the compute that powers AI.

Innovation ceiling

The lithography race — 7nm, 4nm, 3nm — demands billions in capital and years of lead time. Most of the world is locked out of this game.

What if AI compute didn't need any of that?

A new paradigm for AI compute

Instead of competing with traditional GPUs, Hiddle.io proposes compute systems built using FPGA, analog compute, and potentially photonic approaches — starting practical, scaling ambitiously.

Now

Phase 1 — FPGA Inference

Start with FPGA-based AI compute cores. Build modular MAC (matrix-multiply-accumulate) units. Run real inference workloads using ONNX and TVM runtime.

Next

Phase 2 — Custom PCB Clusters

Design custom PCB-based modular compute clusters. Scale horizontally without requiring node shrink. Domain-specific, not general-purpose.

Future

Phase 3 — Beyond Silicon

Explore non-lithographic compute: analog matrix engines and photonic accelerators. The end goal — fabrication-independent AI compute.

How it works

FPGA Compute Tiles

Reconfigurable logic for domain-specific inference. No dependency on leading-edge nodes.

ONNX / TVM Runtime

Industry-standard model format with compiler-based optimisation. Portable across hardware backends.

Modular MAC Architecture

Horizontal scaling: add more tiles, not smaller transistors.

Sovereign Stack

Your models, your hardware, your deployment. No cloud lock-in.

Let's build the future of AI compute

Hiddle.io is based in Hyderabad. If you share our vision of sovereign, fabrication-independent AI compute, we'd love to hear from you.

For partnerships or technical enquiries, email us below.

hello@hiddle.in
Plot No 3-225, Kavuri Hills, CBI Colony, Madhapur, Hyderabad, Telangana 500033
CIN: U62099TG2020PTC143644