Understand why physical systems fail.
Simulation-backed incident reconstruction for batteries, power electronics, cooling systems, and complex hardware.
From field evidence to root cause in hours, not weeks.
Fermi turns fragmented incident evidence into a computable investigation with simulation-backed causal reasoning.
PDFs, thermal screenshots, CAD revisions, disconnected simulations, partial telemetry, and scattered root-cause reports all describe pieces of the same incident. When failures happen, organizations lose weeks reconstructing what actually occurred.
Fermi turns physical incidents into computable engineering investigations. Evidence, simulation setup, causal reasoning, and corrective-action history stay connected instead of disappearing into slide decks and inboxes.
Ingest evidence
Upload CAD, thermal imagery, logs, sensor data, photos, failure reports, and manufacturing data. Fermi organizes the evidence into a unified incident workspace.
Reconstruct physical behavior
Generate simulation-ready workflows for thermal systems, fluid flow, conjugate heat transfer, electronics cooling, and structural interactions.
Trace causal chains
Connect operating conditions, geometry changes, manufacturing variance, thermal hotspots, cooling constraints, and material degradation.
Preserve engineering memory
Search prior incidents, simulations, remediation strategies, design failures, and corrective actions so each investigation becomes reusable.
Faster root cause isolation
Reduce investigation cycles from weeks to days by organizing the evidence and focusing simulation work on the hypotheses that matter.
Physics-grounded analysis
Use simulation-backed reasoning instead of disconnected speculation or dashboard-only interpretation.
Cross-team collaboration
Reliability, thermal, manufacturing, and systems teams work from the same source of truth.
Continuous learning
Turn every field failure into future design guidance and searchable institutional knowledge.
Traditional workflows were not built for incidents where thermal, fluid, structural, manufacturing, controls, and operating conditions all interact.
Battery systems
Investigate pack, module, enclosure, thermal, and operating-condition failures.
Power electronics
Analyze derating, hot spots, component stress, airflow, and cooling limits.
Data center cooling
Reconstruct cooling failures across racks, liquid loops, and power infrastructure.
Advanced hardware
Support electronics thermal management, advanced packaging, industrial equipment, robotics, and photonics systems.
| Existing tools | Missing |
|---|---|
| Simulation software | Investigation workflow |
| RCA software | Physics grounding |
| Predictive maintenance | Causal reconstruction |
| PDF reports | Reusable engineering memory |
Fermi combines evidence management, multiphysics orchestration, causal reasoning, collaborative investigation, and simulation-backed validation in a single system.
The engineering team uploads enclosure CAD, telemetry logs, thermal imagery, fan specifications, and manufacturing revisions. Fermi turns the case into a traceable engineering investigation.
Reconstruct operating conditions
Align load, ambient, fan state, installation geometry, and event timing.
Identify plausible bottlenecks
Surface thermal and airflow constraints consistent with the evidence.
Generate simulation workflows
Create simulation-ready cases for the hypotheses most likely to explain the event.
Test cooling hypotheses
Compare simulated temperatures and flow behavior against telemetry and imagery.
Rank causal chains
Show which explanations best match the evidence and which have been ruled out.
Produce the report
Deliver a traceable engineering record with assumptions, provenance, and corrective actions.
Fermi is not predictive maintenance software, another CAE seat, or a ticketing system for corrective actions.
It is a system for turning real-world physical failures into simulation-backed investigations that teams can revisit, search, and reuse.
Walk us through your geometry, and we'll schedule a working session around your actual validation criteria. If Fermi fits your use case, we'll proceed to a paid deployment with your team.