🤖 Agent Architecture

21 Agents.
21 Domains. One Brain.

Every agent is a specialist. The electronics agent knows about derating and EOS/ESD. The fatigue agent knows Coffin-Manson and S-N curves. Together, they cover the full physics of product failure.

Agent Groups

⚡ Electronics Agents (4)

→ Electrical Analysis — voltage derating, current density, EOS/ESD
→ Thermal Management — junction temp, heat sinks, thermal resistance
→ Electro-Thermal Coupling — coupled failure mechanisms
→ EMC/EMI — emissions, susceptibility, shielding

🔩 Mechanical Agents (6)

→ Vibration — random, sinusoidal, resonance
→ Thermo-Mechanical — CTE mismatch, solder stress
→ Structural Stress — yield, buckling, contact
→ Fatigue & Fracture — S-N curves, crack growth
→ Shock & Drop — impact G-levels, board flex
→ Acoustics — NVH, noise radiation

🌍 Environmental Agents (3)

→ Corrosion — galvanic, crevice, pitting
→ Thermal Cycling — Coffin-Manson life prediction
→ Humidity & Moisture — dendritic growth, HAST

🧪 Materials & Specialty (6)

→ Material Selection — compatibility, degradation
→ Sealing & IP — gasket, O-ring, ingress
→ Optical/Photonic — LED, laser, alignment
→ Fluid Dynamics — flow, cavitation, pressure
→ Contact Mechanics — fretting, micro-motion
→ Wear & Tribology — adhesive, abrasive, lubrication

📊 System-Level Agents (2)

→ Reliability Prediction — MTBF, failure rate, availability
→ Compliance Auditing — 80+ standards, gap analysis, certification readiness

See the Agents in Action

Watch physics autocomplete suggest failure modes in real time.

Request a Walkthrough