Sourcing a critical mineral today takes weeks of consultant work. ElementIQ does the same analysis in minutes.

ElementIQ is a specialized AI platform built inside ElementUSA, an operating midstream processor of industrial minerals. It helps sourcing professionals, processing operators, and government buyers understand where critical minerals come from, what supply-chain risks exist, and how to source them domestically, with traceable sources behind every answer.

How it works

01 · INPUT

User defines the question.

Objective and the context for the decision being made.

02 · ROUTING

Question is decomposed.

Broken into sub-tasks and routed to relevant knowledge.

03 · KNOWLEDGE

Industry knowledge retrieved.

Curated modules supply methods, data, and decision rules.

04 · ANALYSIS

AI runs inside the workflow.

Models execute within the boundaries of the retrieved knowledge.

05 · OUTPUT

Source-backed answer returned.

Delivered as supply maps, briefs, flowcharts, and reports.

Every question moves through the same workflow. Every step is recorded, so outputs are traceable, reproducible, and reviewable.

Why this is different from generic AI

Generic AI & RAG

Tools like ChatGPT are smart generalists. They guess at answers based on patterns from public information. Ask the same question twice and you may get two different answers, and you usually can't see why. Per-query cost rises with usage, which becomes a real liability when embedded in internal workflows running thousands of queries a day.

ElementIQ

Every answer is built from curated industry knowledge developed with domain experts. The same question produces the same answer. Every output is tied back to its sources. Per-query cost stays roughly flat as usage grows, which makes the platform practical to plug into the daily tools sourcing, engineering, and procurement teams already use.

Early validation

"A principal engineer at Savannah River National Laboratory used the platform to crack a 15-year glass-corrosion mystery in hours. Asked the same questions, Google Gemini gave confident, completely wrong answers. The difference is the curated industry knowledge behind it."

Cory Trivelpiece, Savannah River National Laboratory · paraphrased; attribution use cleared pending public release

Who it's for

RESOURCE OWNERS

Primary ore + waste holders identifying viable products and pathways.

MIDSTREAM PROCESSORS

Flowsheet developers, recovery operators, converters. ElementUSA's own model.

TECH OWNERS

Process engineers and IP holders matching processes with scalable feedstocks.

SOURCING PROFESSIONALS

Defense, semiconductor, energy buyers reducing supply-chain risk.

STRATEGIC PARTNERS

Co-developers and pilot operators sharing development risk.

GOV & DEFENSE

DOE, DoW, national labs working on domestic supply chains.