We go beyond the bitstream. An FPGA is useless without the hardware around it. We specialize in integrating the FPGA into production-grade hardware. This includes:

• Complex PCB Design: Designing the 12+ layer boards required for FPGA BGA fanout, matching differential pair lengths for DDR4/DDR5 memory, and managing the strict Power Delivery Network (PDN) requirements (core voltage sequencing, low noise) that high-end FPGAs demand.
• Peripheral Interfacing: Writing custom RTL controllers to interface directly with external hardware like High-Speed ADCs/DACs (JESD204B), Industrial Sensors, PCIe NVMe Storage, and Gigabit Ethernet PHYs.

We specialize in advanced Digital Signal Processing (DSP) across domains:

• Wireless & RF: Implementing high-speed Digital Down/Up Conversion (DDC/DUC), FFT/IFFT engines, and custom OFDM modems for SDRs and Radar.
• Audio Processing: Real-time Beamforming, Echo Cancellation, and multi-channel mixing with sub-millisecond latency.
• Video & Imaging: Building custom Image Signal Processing (ISP) pipelines (Debayering, Color Correction, HDR), low-latency Video Codecs, and high-speed Transcoding accelerators.

Timing closure is the hardest problem in FPGA design. Our advantage is an AI Co-Pilot trained on thousands of place-and-route iterations.

Generative AI (The Creative Partner): Our GenAI partner accelerates verification. It analyzes your RTL code to auto-generate comprehensive SystemVerilog Testbenches and UVM sequences. It writes thousands of test cases to hit "corner cases" that a human engineer might miss, ensuring your logic is bug-free before synthesis.

Machine Learning (The Analytical Partner): This is our key differentiator. Our ML model predicts timing failure. It analyzes your floorplan and utilization reports early in the design cycle to predict Routing Congestion and Setup/Hold Violations. It tells us, "This memory interface will fail timing at 400MHz," allowing us to re-architect the pipeline before we waste days on a failed compile run.

The Tangible Payoff:

• Superior Performance: By optimizing pipelines based on AI timing predictions, we often achieve 20-30% higher clock frequencies (Fmax) than standard designs.
• Accelerated Timelines: Automated testbench generation reduces the verification phase—typically the longest part of the project—by 40-50%.
• Increased Reliability: ML-driven code coverage analysis ensures we have tested 100% of the logic states, preventing "deadlock" bugs that crash systems in the field.

Case Study 2: The "High-Speed" Industrial Vision Sorter

• Problem: A factory automation client needed to sort agricultural produce on a conveyor belt moving at 5 meters/second. Their PC-based vision system (USB Camera + OpenCV) was too slow, missing 20% of the defects because the OS couldn't process frames deterministically.
• Process: We architected a custom vision system on a Lattice CrossLink-NX FPGA. We built a direct MIPI-CSI2 receiver to ingest camera data and implemented a custom Color & Shape Detection Pipeline in raw logic (RTL). The FPGA triggered the air-ejectors directly, with microsecond precision.
• Result: The system now processes 500 frames per second with zero jitter. Sorting accuracy increased to 99.8%, and the system cost was reduced by removing the expensive Industrial PC entirely.

Intel / Altera: Deep expertise in Quartus Prime.

Families: MAX 10 (CPLD/FPGA), Cyclone V / 10 (Cost-Optimized), Arria 10 (Mid-Range SerDes), Stratix 10, and Agilex (Data Center).

Lattice Semiconductor: Specialists in ultra-low-power, small-form-factor FPGAs.

• Families: iCE40 (Mobile/Sensor), CrossLink-NX (Video/MIPI), ECP5 (General Purpose), Certus-NX.

Microchip (Microsemi): Expertise in radiation-tolerant, high-reliability Aerospace & Defense applications.

• Families: IGLOO2, SmartFusion2, PolarFire / PolarFire SoC (RISC-V).

Emerging & Chinese FPGA Vendors: We offer cost-optimized solutions using high-performance alternatives for supply-chain resilience.

• Efinix: Trion and Titanium series (Quantum Fabric).
• Gowin: LittleBee (Flash-based) and Arora (SRAM-based) families.
• Anlogic: Eagle (EF2/EF3), Elf (EG4), and Phoenix series.

When to Choose FPGA vs. MCU/MPU: This is the first question we answer. Choose an FPGA when you need massive parallelism (processing 100 sensor channels at once), ultra-low latency (<10us), or custom high-speed interfaces (100GbE, PCIe Gen4) that no standard chip supports. If you just need to run Linux and a GUI, stick to our

Custom Embedded Linux Development  service.

We engage with clients at any stage:

• As a Standalone Service (IP Core Development):
  You need a specific function (e.g., a custom MIPI-CSI2 to USB 3.0 bridge, a high-speed FFT engine, or a Video Scaler). We write this as a reusable, verified IP core that your team can drop into their larger design.
• As a "Legacy ASIC" Migration Partner:
  You have a 20-year-old product running on an obsolete ASIC that is no longer manufactured. We reverse-engineer the functionality and port it to a modern, long-lifecycle FPGA, keeping your product alive for another decade without changing the rest of the system.
• As an Integrated End-to-End Solution:
  This is the "Supercomputer on a Module." We design the High-Speed PCB Layout
  (handling the critical DDR4/5 and SerDes routing), perform the System Architecture Design
  (power and thermal for the hungry FPGA), and write the RTL Firmware. We deliver a complete, accelerated hardware platform.

The "Software Developer" Trap: You ask a C programmer to write Verilog. They write code that looks like software (sequential if-else loops). When synthesized, this creates a massive, slow, and unroutable circuit. FPGAs require Hardware Description Language (HDL) thinking—understanding clock edges, registers, and propagation delays.

The "Timing Closure" Nightmare: A design might simulate perfectly but fail on the real chip because the signals can't travel fast enough across the silicon. Fixing this requires expert knowledge of constraints files (.xdc/.sdc), floorplanning, and pipelining. Novices hit a wall here and can never ship.

The "Power" Trap: FPGAs are power-hungry. A bad design can consume 20 Watts to do what a good design does in 5 Watts. We use advanced techniques like clock gating and power-aware synthesis to keep your thermal budget under control.

The Expert Partner Solution: We are Timing Closure Experts. We write clean, synchronous, and pipelined RTL that meets timing easily. We ensure your design is robust across all temperature and voltage corners, not just "in the lab."

Phase 1 (No-Cost): Architecture & Feasibility Review. We review your algorithm or throughput requirements. We estimate the resource usage (LUTs, DSPs, BRAM) to select the smallest, cheapest FPGA that will do the job.

Phase 2 (Commercials): Design Proposal. We provide a detailed SOW, including IP selection, verification plan, and a firm timeline.

Phase 3 (Execution): RTL Design & Simulation. We write the code. We run behavioral simulations to prove the logic works perfectly before we touch hardware.

Phase 4 (Execution): Synthesis & Timing Closure. We map the code to your specific chip. We battle the "Place & Route" tools to ensure every single path meets its timing constraint (Positive Slack).

Phase 5 (Handoff & Support): Verification & Lab Bring-Up. We deliver the final bitstream and source code. We work with your team in the lab, using high-speed oscilloscopes and logic analyzers to verify the real-world signals match the simulation.

Can you migrate my design from Xilinx to Intel (or vice versa)?
Yes. This is a common request due to supply chain shortages. We analyze your RTL to identify vendor-specific IP blocks (like PLLs or Memory Controllers) and replace them with equivalent blocks or generic HDL code to port your design to the available silicon.

Do you support High-Level Synthesis (HLS)?
Yes. For complex mathematical algorithms (like AI or image processing), we can use C/C++ based HLS (Vitis HLS / Intel HLS) to rapidly generate RTL. This speeds up development for algorithmic blocks while we hand-code the critical control logic for maximum efficiency.

How do you verify that the FPGA works correctly?
We use UVM (Universal Verification Methodology). This is the industry standard for rigorous verification. We build a "self-checking" testbench that throws millions of random, valid, and invalid data transactions at your design to ensure it never locks up or corrupts data.

Can you handle high-speed interfaces like PCIe Gen4 or 100G Ethernet?
Yes. We have deep experience with SerDes (Serializer/Deserializer) design. We configure the high-speed transceivers, handle the complex clocking requirements, and implement the full protocol stack (PHY/MAC/Link) to get your data moving at multi-gigabit speeds.

Do you provide the Linux drivers for the FPGA?
Yes. An FPGA is useless if the CPU can't talk to it. Our BSP & Device Driver Development team works alongside the FPGA team to write the PCIe or AXI drivers that allow your Linux OS to control the FPGA and transfer data efficiently using DMA.

Are Chinese FPGAs (Gowin, Efinix) reliable for production?
Yes, if selected correctly. They offer incredible price-to-performance ratios for high-volume consumer or industrial products. We have experience with their toolchains and can advise you on which families are stable enough for your specific application reliability requirements.

What is your experience with Digital Signal Processing (DSP) on FPGA?
DSP is a core strength. We implement highly parallelized FIR/IIR filters, FFT/DFT engines, and CORDIC algorithms in hardware. For wireless, we build DDC (Digital Down Converters) and DUC (Digital Up Converters). For audio, we implement Echo Cancellation and Beamforming logic that runs with near-zero latency.

Can you build a custom Video Processing Pipeline?
Absolutely. We design custom pipelines to handle raw sensor data. This includes Debayering (Demosaicing), Color Space Conversion (RGB to YUV), Gamma Correction, and Scaling. We can also implement hardware-accelerated H.264/H.265 encoding/decoding blocks.

My FPGA part is obsolete. Can you help?
Yes. This is our "Legacy Migration" service. We can take your old VHDL/Verilog code (or even reverse-engineer the behavior if code is missing) and retarget it to a modern, active FPGA family, ensuring your product line can continue manufacturing for another 10+ years.