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Evidence that AI is breaking the engineering triangle in electronics design

"Better, Faster, More. Pick 3."

For decades, electronics design teams have lived with tradeoffs: better, more optimized designs take more time, and faster delivery limits exploration, optimization, and quality.

The triangle isn’t a law of nature, it’s a consequence of manual and time-consuming design processes:

System architecture development: Deciding what functional blocks will be needed to meet the system’s requirements and how these functional blocks will relate to each other.

Major component selection: Choosing key components ensuring compatibility with the sum total of other components being chosen.

Circuit design: Designing functional circuits by researching components, exhaustively interpreting datasheet specs, mapping interfaces, performing pin assignments, sizing passives, calculating electrical responses, and ensuring accurate ancillary components like pull-ups, pull-downs, decoupling etc.

While eCAD tools are critical to the design process, they are really drafting tools – for documenting decisions after they’re made. Decisions that require significant time for research, planning, and engineering calculations.

Today, AI powers a new kind of design tool: an electronics design intelligence system. Automation handles much of the manual grunt work, but with vastly more scale and speed – exploring trillions of possible design combinations in minutes – to help generate and validate optimized circuit design choices in a fraction of the time.

Below are measurable results that demonstrate how AI breaks the engineering triangle for electronics design.

Proven in real engineering programs

Los Alamos National Laboratory

Compressed PCB design work from days to hours

APAG CoSyst

Designed better circuits by exploring more architectures and tradeoffs

Design 1st

Increased design iteration and prototyping throughput

Transform A&D Programs with Electronics Design Intelligence

Transform A&D Programs with Electronics Design Intelligence

Accelerate Rapid
Prototyping
Enable Model-Based
Design
Improve Design Reliability
& Prevent Respins
Enhance Engineering
Productivity
Accelerate Time to Market

Manual Electronics Design Workflows

Limited resources and manual circuit design slow prototyping; innovation depends on self-funded initiatives.
Model-Based Systems Engineering rarely extends into electronics due to complexity and manual translation efforts.
Errors discovered late cause respins, costing millions of dollars from delays and penalties.
Understaffed engineering teams are overloaded with repetitive work while senior expertise is spread thin.
Multi-year cycles slowed by legacy workflows, manual component research, and design review gates.

AI-Powered
Model-Based Design

Electronics design automation enables more design cycles, faster feasibility checks, and reduces program risk.
True model-based electronic design with a single digital thread that links requirements to architecture, BoM and schematics.
Automated rule-driven component selection, design, and validation dramatically reduce design errors and respin risks.
AI and automation augment engineers as a skill and capacity multiplier, allowing teams to focus on innovation.
Automated design generation compresses design cycles and supports more predictable schedule performance.

The automation front-end
to supercharge your existing electronics design workflows


Auto-generated, fully functional schematics can be exported to your existing eCAD tools to carry the designs forward. Use your own symbol and footprint libraries, or ours.

How it works

Input requirements
Functional Requirements
Functional blocks
Lower level requirements
Input & Output Signals
Non Functional
Cost, size, power
Availability requirements
Mechanical constraints
Output
Today
Candidate schematic
options
Bill of Materials
Deep verification checks
Form factor/Area analysis
Availability analysis
ECAD software native
layout files &libraries

Trusted by innovative customers

How to start with Electronics Design Intelligence

Schedule a free demo

Schedule time to speak with the Circuit Mind team. We'll demonstrate what ACE can do today and learn more about your business.

Define your requirements

Together we'll discuss the value you see from ACE today, and your requirements for the future.

Plan your start

We'll start providing your team access to our platform as required, and align your needs to our roadmap.

Arrange a demo

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