Streamline Migration, Fast Deployment and Cost Effective

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KBEnetz stands apart from everyone

  • A Group of ASIC & AI Experts
    Veteran RF/Analog/Mixed-Signal engineers integrating modern AI into silicon design.

  • AI-Powered IC Design Engineering
    Data-driven models and optimization that accelerate design cycles and improve PPA.

AICO AI Model Generator

  • Explore AICO
    Create AI models of your schematic IPs directly from your design environment.
  • Model from Simulated & Measured Data
    Train circuit models using both simulation (Cadence/Ngspice) and lab results.
  • Image → Netlist Conversion
    Generate editable netlists from schematic images with AICO.

Circuit Modeling & Verificationr

  • AI-Driven Circuit Model Generation
    Fast, accurate RF/Analog circuit models for system-level exploration.

  • PVT Difference Analysis
    AI maps measurement results to simulations for robust corner & variability insight.

  • Mixed-Signal IC Verification
    ML-assisted checks and model abstraction to speed up verification closure.

Flow Automation & Tooling

  • Cadence/Ngspice Integration
    Use AICO within Cadence/Ngspice to extract datasets for RL/GenAI models.

  • Python ↔ Cadence SKILL Bridge (Open-Source)
    Automated testbench creation, sweeps, and data pipelines across tools.

  • Custom AI in Your Flow
    Plug GenAI & Reinforcement Learning into existing analog design workflows.

Design & Implementation Services

  • Analog Schematics & Layout
    End-to-end block design with AI-guided optimization for speed and power.
  • ASIC Design & Verification
    Architecture definition, RTL/DFT, and verification with AI accelerators.
  • FPGA → ASIC Migration
    Cost, speed, and power advantages via structured migration plans.

Algorithms We Use (Tailored per Project)

  • Reinforcement Learning (RL) — Closed-loop tuning & design space exploration.

  • Generative AI (GANs, Autoencoders) — Synthetic data & model generation.

  • Transformers — Advanced perception for EDA artifacts and documents.

  • YOLO / CV Stack — Schematic/wafer imagery parsing and QA.

  • Genetic Algorithms & SVM/Bayesian — Global optimization & robust classification.

Watch Our Algorithms in Action

How It Works (Process)

  • Ingest — Pull schematics/netlists & measurements from your tools and benches.

  • Generate — Build AI/ML circuit models (AICO) from simulated + measured data.

  • Validate — Cross-check against PVT corners, golden benches, and silicon.

  • Optimize — RL/Genetic methods tune design parameters for target specs.

  • Deploy — Drop-in models and automated benches back into your CAD flow.

Ready to Get Started?

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