UFAIRA
Ultra-Fast AI Inference for Real-Time Applications
FPGA-based AI Inference

Your model.
Nanosecond
latency.

We deploy your custom AI model directly onto FPGA fabric — not a generic accelerator. Built on a novel architecture purpose-built for inline processing, UFAIRA FPGAs deliver sub-microsecond inference latency that outperforms all state-of-the-art technologies. Send input, receive inference — via PCIe, analog sensors, or Ethernet.

Contact Us How It Works
UFAIRA FPGA Neural Network Inference Pipeline Animated diagram showing data packets flowing from Host through UFAIRA FPGA custom NN layers with sub-500ns latency PCIe Analog Ethernet Signal INPUT UFAIRA FPGA Input Interface Custom NN Layer 1 synthesized logic Custom NN Layer 2 synthesized logic Custom NN Layer N synthesized logic Output Interface RESULT
<1 µs
Inference Latency
End-to-end, from input received to result returned
100+ Gb/s
Throughput
Sustained inference throughput on a single board
1 model
Custom Synthesis
Your model compiled directly into FPGA fabric — not a runtime
Process

How it works

Unlike generic AI accelerators, we synthesize your specific model into FPGA hardware logic. There's no inference runtime, no CPU scheduler — just your model, fully implemented onto the FPGA fabric. We implement the model data-rate-aware resulting in extremely low latency. This architecture beats the state-of-the-art in every metric — latency, throughput, determinism, and power efficiency. These findings are verified over and over again, proving our superiority for real-time applications where every microsecond counts.

You provide your model

Send us your trained neural network — PyTorch, ONNX, TensorFlow. We analyze architecture and precision requirements. Or, we develop and train custom models for your specific use case.

Any framework
10110 01001 11010

We synthesize to FPGA

Our toolchain synthesizes your model and implements your model on the FPGA.

VHDL synthesis

Deploy and query

Your hardware ships ready. Connect via PCIe or Ethernet, send inputs, receive results. Sub-microsecond, every time.

Ready for deployment
Applications

Built for
real-time decisions

Any application where microseconds are too slow.

Finance

High-Frequency Trading Signal Detection

React to market microstructure with your custom AI model faster than any system on the market. Sub-microsecond model inference on streaming tick data.

⚡ < 1 µs decision latency
Networking

Real-Time Packet Classification

Classify, filter, or anomaly-detect network packets at line rate — 100Gb/s — with zero added jitter. Always deterministic.

⚡ Wire-speed processing
Robotics / Control

Closed-Loop Control Systems

Sensor-to-actuator inference loops with deterministic timing. Safe, fast response for autonomous systems under real-world constraints.

⚡ Deterministic cycle time
Radar / LiDAR

Sensor Fusion & Target Detection

Process raw radar returns or LiDAR point clouds at ingestion speed, with no buffering delay before inference.

⚡ In-stream inference
Telecom

5G, 6G, O-RAN Signal Processing

AI-enhanced PHY processing and anomaly detection tightly integrated with the radio front-end — no cloud round-trips. Right at the edge.

⚡ In-line with radio stack
Security

Intrusion Detection at Line Rate

Detect threats, malicious payloads, or DDoS patterns the moment packets arrive — before they enter the network.

⚡ Zero-copy inspection

Ready to go faster?

Tell us about your application, model and latency requirements. We'll be in touch soon.

Contact Us