Technical intelligence for materials workflows

Evidence-first AI for materials decisions.

MATI combines evidence-first document automation with a materials-focused engineering intelligence workbench — helping technical teams move from raw documents and research to traceable decisions.

Source-linked evidencePersistent technical contextTraceable decisionsHuman authority preserved
MATI / WORKSPACESOURCE-LINKED
Document automationREVIEW
MTR
Material recordEvidence-linked extraction
ChemistryCaptured
RequirementsCompared
ExceptionReview required
MATI IntelligenceINVESTIGATE
Engineering questionWhat evidence explains the observed material behavior?
Technical literatureMaterial recordsSpecifications
Source-backed synthesisEvidence linked to the conclusion
Source
Context
Decision
Launch portfolio

Three products. One evidence-first technical system.

Automate repetitive materials workflows, then carry the same source-linked evidence into deeper engineering analysis.

01

MATI Cert Intake

Ingest material test reports and turn critical identifiers, chemistry, mechanical properties, and source evidence into a structured review record.

Evidence → review → decision
02

MATI CoC Conform

Compare certificates of conformance against defined requirements and surface missing, inconsistent, or exception-worthy information.

Evidence → review → decision
03

MATI Intelligence

A materials-focused engineering intelligence workbench for source-backed research, analysis, and technical judgment across ongoing investigations.

Evidence → analysis → judgment
One technical foundation

Routine workflows create context. Intelligence makes that context more valuable.

MATI Cert Intake and MATI CoC Conform reduce high-friction document work. MATI Intelligence extends the same evidence-linked foundation into research, analysis, and ongoing engineering judgment.

01Automate the repeatable

Reduce manual review where the inputs, requirements, and evidence can be structured.

02Keep the evidence

Preserve source context, provenance, and decisions instead of starting from zero each time.

03Deepen the intelligence

Use that foundation for materials research, analysis, and engineering judgment that can continue across investigations.

Traceability

Every decision traces back to its source.

  1. SourceOriginal document

    Material test reports, certificates, specifications, and technical references — kept intact and attributable.

  2. ClaimExtracted & interpreted

    Chemistry, mechanical properties, requirements, and research findings — each linked back to where it came from.

  3. DecisionTechnical judgment

    Reviewers and engineers validate, investigate, and decide — with the evidence path visible behind every conclusion.

The MATI approach

Useful AI has to show its work.

MATI is built around a simple principle: technical output should remain connected to the evidence that produced it. Source material stays distinct from extracted facts, interpretation, and human decisions — whether the task is document review or a broader engineering investigation.

01Evidence first

Keep source context visible instead of hiding it behind a result.

02Exceptions surfaced

Direct attention toward what needs review, not what already looks routine.

03Decisions traceable

Preserve the path from source to extracted fact to final disposition.

04Humans stay in control

Automation reduces repetitive work without silently taking authority away.

MATI

Reduce repetitive review. Strengthen technical decisions.

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