The Intelligence Layer
for Hardware Design.
Design. Understand. Review. Generate.
AI-native engineering intelligence built for modern electronics teams.
> Initializing AERIS interface...
> Connection established with remote host.
> Analyzing schematic [power_supply_v2.sch]...
> Processing node connectivity...
> Identified: Li-ion charger topology (TP4056).
> Warning: Missing reverse polarity protection on VIN.
> Generating proposed fix...
Hardware Engineering Is Entering Its Intelligence Era
Fragmented software, manual validation, datasheet overload, slow design cycles, and expensive board respins.
The Old Way
CMAI changes that.
AI Reasoning
Instantly parse datasheets and extract constraints.
Intelligent Validation
Catch logical and electrical errors before routing.
Browser-Native EDA
Design, simulate, and review in a single unified platform.
AERIS
Advanced Electronics Reasoning & Intelligent Synthesis
AERIS is the system's user-facing persona layer. It simulates a calm, competent senior hardware engineer to translate raw technical data into helpful, collaborative advice.
1. Explain Complex Circuits
Upload schematics, PCB photos, PDFs, or sketches. AERIS instantly maps signal flow, component roles, and functional blocks.
2. Generate Circuit Drafts
"Design a Li-ion charger using TP4056 with protection." AERIS outputs draft topology, netlist structure, and component mapping.
3. Guide Engineering Decisions
Receive structured reasoning, confidence indicators, and assumption visibility for every design choice.
4. Bridge Hardware & Firmware
Generate starter firmware for Arduino, ESP32, STM32, and RP2040 directly from the hardware schematic.
ARCOS
Advanced Reasoning & Circuit Optimization System
ARCOS is the backend logic engine and "Reasoning OS". It handles heavy computations, manages the Circuit AST, executes deterministic safety rules, and routes tasks to AI models.
1. Deterministic Engineering Rules
Physics validation, constraint checking, connectivity logic, and electrical sanity checks at every step.
2. AI Model Orchestration
Reasoning systems, structured outputs, and confidence-driven workflows.
3. Engineering Judgement Layer
Detects floating nodes, incorrect biasing, thermal risks, and voltage violations.
Upload. Generate. Review. Ship Faster.
Upload Any Circuit
Support for PCB photos, schematics, PDFs, and even hand-drawn circuits.
Hardware From Intent
Natural language to circuit drafts in seconds.
Synthesizing...
Understand Designs
Signal analysis and datasheet intelligence.
Review Before Fabrication
Catch logic issues, floating nodes, and constraint violations before hardware failures.
Enterprise Core
Sophisticated Capability Matrix
AI Circuit Understanding
Instantly reverse engineer foreign CAD outputs, images, or PDFs.
Text-to-Circuit Generation
Generate complete, functional, and clean hardware schematic topology drafts instantly.
Browser Native Workspace
Collaborate in real time directly from your browser with built-in schematic interfaces.
Datasheet Intelligence
Synthesizes thousands of pages of semiconductor specifications in seconds.
Embedded Code Generation
Compiles firmware targets dynamically matched with your newly synthesized schematics.
BOM Optimization
Suggests component alternatives based on supply constraints, cost, and pinout matches.
Target Ecosystems
Built For Real Hardware Innovation
Hardware Startups & MSMEs
Accelerate development cycles without high-tier engineering overhead.
Automotive & EV
Validate redundancy, power systems, and thermal compliance constraints.
IoT & MedTech
Optimize footprint density and layout architectures for micro-circuit designs.
Defense & Public Sector
Secure air-gapped models matching exact mechanical layout expectations.
Education & Engineering Labs
Interactive circuit exploration system aiding academic discovery.
Your Hardware IP Matters.
Sovereign, encrypted infrastructure for physical intelligence.
Encrypted Infrastructure
End-to-end TLS 1.3 and AES-256 data storage safeguarding raw schematic nodes.
Access Control
Granular workspace policies ensuring specific firmware and design teams keep sovereign control.
Auditability & Tracking
Historical log entries capturing every verification pass, check override, and prompt alteration.