Born in Physics.

Inspired by Evolution.

Born in Physics.

Inspired by Evolution.

Vega AI uses evolutionary algorithms on reconfigurable hardware to discover optimal, manufacturable designs where gradient descent fails. We solve the hardest physical-system problems at hardware speed.

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EXPLORE THE ENGINE

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1000x

Faster than sequential simulation

5

Target market verticals

FPGA

Hardware-accelerated compute

IP

Protected patent portfolio

Core Technology

The Vega Engine

A constraint-solving AI engine that ingests thousands of competing variables to instantly generate optimal solutions for the hardest physical, biological, and operational bottlenecks.

1 – Encode Physics

Physical constraints — thermal, structural, electromagnetic — are embedded directly into the optimization space. No post-hoc validation needed.

2 – Evolve Solutions

Evolutionary algorithms explore thousands of design candidates simultaneously on FPGA hardware, discovering solutions that gradient-based methods miss entirely.

3 – Validate and Ship

Every output is physics-verified and manufacturable. The engine produces complete design packages, not just simulation results.

1 – Encode Physics

Physical constraints — thermal, structural, electromagnetic — are embedded directly into the optimization space. No post-hoc validation needed.

2 – Evolve Solutions

Evolutionary algorithms explore thousands of design candidates simultaneously on FPGA hardware, discovering solutions that gradient-based methods miss entirely.

3 – Validate and Ship

Every output is physics-verified and manufacturable. The engine produces complete design packages, not just simulation results.

1 – Encode Physics

Physical constraints — thermal, structural, electromagnetic — are embedded directly into the optimization space. No post-hoc validation needed.

2 – Evolve Solutions

Evolutionary algorithms explore thousands of design candidates simultaneously on FPGA hardware, discovering solutions that gradient-based methods miss entirely.

3 – Validate and Ship

Every output is physics-verified and manufacturable. The engine produces complete design packages, not just simulation results.

Products & IP

What We Build

From edge autonomy to agentic CAD, our products are built on the Vega Engine and ship real-world solutions.

AGENTIC DESIGN

Vega AI CAD

A full-stack agentic CAD system. Describe the engineering problem in natural language. Vega designs it, validates it, and prepares it for manufacturing.

Natural Language to CAD Pipeline
9-Agent LangGraph Architecture
OpenCascade Parametric Engine
Physics-Validated Output

SPEED ADVANTAGE

Reliability by Design

Vega creates a process that takes traditional companies months/years only weeks/months to reach a production-viable, scalable design.

Parallel, constraint-first
Physics + mfg + supply from iter #1
DFM/DFX embedded day one
Weeks/months to valid design

Verticals

Markets We Serve

Every industry with complex physical systems and high-consequence decisions is a Vega customer.

Defense & Aerospace

Airframe optimization, autonomous systems, supply-chain-aware design for ITAR-compliant manufacturing.

Energy & Infrastructure

Grid optimization, thermal management for data centers, next-gen power systems that scale with demand.

Advanced Manufacturing

Generative design-to-production pipelines. Compress iteration cycles from months to days.

Healthcare & Biotech

Accelerate medical device design, drug-delivery systems, and bioengineering computations by orders of magnitude.

Finance & Fintech

Multi-objective risk optimization across thousands of competing variables in real-time: liquidity, growth, systemic risk.

Competitive Advantage

Why Vega Wins

Existing tools either enhance legacy workflows or stop at simulation. Vega is the only AI-native engine that simultaneously optimizes physics, manufacturability, and supply chain.

Evolutionary, Not Gradient

Where gradient descent gets trapped in local optima, evolutionary search discovers global solutions across rough, non-linear design spaces.

Hardware-Speed Compute

FPGA-accelerated optimization runs at hardware speed. Thousands of design candidates evaluated simultaneously, not sequentially.

Manufacturable Output

Every design is constrained by real physics, real materials, and real supply chains. The output goes to the factory floor, not back to the drawing board.

Ready to Engineer Intelligence?

Whether you're building the next defense platform, optimizing a power grid, or compressing design cycles — Vega is your unfair advantage.