Do the work only a materials science expert witness can do. Hand off the rest.

Too much of your week is consumed by work that doesn't need your judgment.

Cataloging micrographs, extracting composition specs from standards, compiling test data — real work, just not your work.

But you don't have to do it alone.

You are the expert.
AI is your tireless lab assistant.

Tireless, encyclopedic, and fast — but it doesn't know metallurgy or failure mechanisms.

Direct it. Review it. Sign off.

• Assign the first pass. Case file review, literature synthesis, report drafts — the work that needs elbow grease, not expertise.

For materials science experts whose time is the bottleneck.

Metallurgical failure analysis

The SEM images show the fracture. AI cross-references heat treatment records with material certs.

Corrosion and degradation

You identify the mechanism. AI extracts environmental exposure data from maintenance logs.

Polymer and composite failures

Your analysis determines root cause. AI compiles formulation changes and processing parameters.

Material selection disputes

You assess whether the material was appropriate. AI pulls spec requirements from hundreds of pages.

Your time is the constraint. Your judgment is the value.

How we work with you.

Workshops

We teach your team the method.

One-on-one coaching

We take you from curious to confident. Personal guidance applied to your practice.

Custom workflow design

Built around how you already work.

Team

Chris Parles — Builds and teaches. Background in software, product, and operations.

Justin Feldstein — Builds and teaches. Background in software, product, and operations.

Tell us what's eating your caseload.

Three short steps. We reply within one business day.

Email: [email protected]