Quantized inference prototype work
Available for scoping when the data path, board and performance target are defined.
Research
Edge AI, DSP and inference acceleration research
This page covers prototype-oriented FPGA work for edge AI and DSP pipelines. It is scoped as research and engineering review, not as a public production benchmark program.
Research scope
Supported work
The public page covers prototype and review-oriented FPGA work for streaming inference and DSP paths.
Streaming DSP pipelines
Available for scoping when the data path, board and performance target are defined.
FPGA dataflow architecture
Available for scoping when the data path, board and performance target are defined.
Board-level feasibility review
Available for scoping when the data path, board and performance target are defined.
Latency and power estimation
Available for scoping when the data path, board and performance target are defined.
Available now
What AccelFury can do now
Publicly positioned work is limited to review, prototype architecture and bring-up-oriented integration planning.
- Operator and pipeline review
- Prototype RTL planning
- Board-fit analysis
- Measurement planning
- Integration consulting
Boundary
What is not public
No generic “AI superchip” claims, no public production appliance and no fixed performance ratios are published on this site.
- No public production inference appliance is published.
- No public benchmark suite is published for customer workloads.
- No fixed power or throughput numbers are claimed without board-specific evidence.
Next step
Discuss an edge-AI or DSP prototype
Send the model or DSP chain, precision requirements, board assumptions and the latency or throughput constraint that matters most.