SAiGE

Secure Silicon Intelligence for digital chip design

From engineering intent to verified silicon.

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The Platform

AI system for digital chip design and verification.

Available now

SAiGE Architect

  1. Specification
  2. Architecture
  3. RTL
  4. UVM
  5. Analysis

SAiGE Sentinel

Soon

The Problem

Chip complexity is growing faster than engineering capacity.

Engineering teams remain trapped in human-intensive design → verify → debug → optimize loops that don't scale.

23K

U.S. semiconductor-design worker shortfall projected by 2030

70%

Of a chip project's effort consumed by verification

201820192020202120222023202420252026
Chip complexityEngineering capacityThe gap widens

Relative growth indexed to 2018 · illustrative, not measured data

The Insight

AI can generate RTL. That's not the hard part.

The hard part is turning engineering intent into verified silicon.

Engineering intent

The Intelligence Gap

GenerateSimulateDiagnoseRepair

↻ iterates until verified

Verified silicon

The Solution

SAiGE

The Secure Silicon Intelligence Layer

  1. 01

    Specification

    Requirements & interfaces

  2. 02

    Architecture

    Blocks & connectivity

  3. 03

    RTL

    Synthesizable implementation

  4. 04

    Physical Layout

    Floorplan · placement · routing

Illustrative example design — an AXI DMA controller.

01

Silicon Intelligence

Purpose-built intelligence for complex chip-design workflows, helping engineers reason across specifications, architecture, RTL, and verification.

02

SAiGE Agentic System

Understands engineering intent, plans tasks, and takes action across the design workflow with minimal manual intervention.

03

EDA Evidence

Grounds decisions in real engineering tools, design data, and verification results to keep outputs technically relevant and reliable.

Engineering Proof

SAiGE doesn't stop at generation

It closes the engineering loop.

NVIDIA CVDP Benchmark

64%83%

+19 points vs baseline

Spec-only → sanitized verdict feedback

PULP Ara RISC-V Vector

18/ 18

regressions passing

15 bugs fixed across 7 RTL modules

OpenROAD

17/ 24

71% of triaged issues closed

Verified fixes from 24 issues triaged

Full methodology and results in the published papers.

The Product

One workspace.

From engineering intent to verified outcome.

01

Unified engineering workspace

02

Closed-loop execution

Generate · Simulate · Diagnose · Repair

03

Human-directed intelligence

Engineer sets the objective

Every stage, a real artifact

Checkable output at every stage, not a black box.

01

Specification

fifo_buffer.mdparsed

# Design a synchronous FIFO with configurable depth and width, with full and empty flags.

Extracted parameters

depth = 16 // inferred
width = 32
⚠ ambiguity: reset polarity unspecified — flagged for review

SPEC: fifo_buffer.md

02

RTL Generation

fifo_buffer.svsynth clean
1module fifo_buffer #(
2 parameter int DEPTH = 16,
3 parameter int WIDTH = 32
4) (
5 input logic clk, rst_n,
6 input logic wr_en, rd_en,
7 output logic full, empty
8);
9
10 // depth-16 circular buffer
11 always_ff @(posedge clk) begin
12 if (wr_en && !full) mem[wr_ptr] <= din;
13 end
14endmodule

MODULE: fifo_buffer.sv

03

Verification

tb_fifo_buffer.log18/18 pass
// running regression suite...
✓ reset_behavior — 0.4ms
✓ wr_rd_ordering — 1.1ms
✓ full_empty_flags — 0.8ms
✓ overflow_guard — 0.6ms
PASS · 18/18 assertions · 0 mismatches

STAGE: verification

04

Physical Design

floorplan.defP&R
Timing
MET
Area
0.42 mm²
Power
38 mW

STAGE: place-and-route

Pricing

Simple, transparent pricing.

Self-serve plans are on the way. For private-cloud and air-gapped deployments, talk to us and we'll scope it with you.

SAiGE Free

Coming Soon

A no-commitment way to evaluate SAiGE end to end.

  • Core agent portfolio
  • SAiGE-hosted models

For students and hobbyists only. Non-commercial use.

Coming Soon

Individual

Coming Soon

For individual engineers shipping RTL day to day.

  • Full agent portfolio
  • SAiGE-hosted model infrastructure
  • Single-tenant, node-locked license
Coming Soon

Enterprise · Private Cloud

On Requestannual

Run SAiGE inside your own cloud, with your IP staying put.

  • Everything in Individual
  • Deploy in your VPC (AWS Bedrock, Vertex AI)
  • Source code never leaves your environment
  • Node-locked or floating server licenses
  • Enterprise support & integration
Contact Us

Enterprise · Air-Gapped

On Requestannual

Fully on-premises for the most sensitive environments.

  • Everything in Private Cloud
  • Fully on-premises, air-gap compliant
  • Customer-managed model infrastructure
  • Performance scales with your hardware
  • Dedicated support & onboarding
Contact Us

Get Started

Ready to transform your workflow?

See how SAiGE can accelerate your team's digital chip-design process.

Try SAiGE→

Have questions? Reach out directly at contact@fermions.co