Most industrial SMEs have read the standards. Griffin McGuire — CAWI-certified, 10+ years fabrication, AWS Niagara Frontier Section 2nd Vice Chair — has run the equipment, managed the operation, and worked in regulated environments. That difference shows up in every assessment question, every curriculum review, and every alignment report.
Whether you need a single chapter reviewed or a full test bank built from scratch — every deliverable is produced by a practitioner who can back every technical claim in the field.
Validate Your Assessments
Technical accuracy check, difficulty calibration, coverage analysis, question language review. We ensure your assessments test what matters.
Build Your Question Banks From Scratch
New questions, answer rationales, realistic distractors. Multiple-choice, short-answer, matching, and performance-based formats.
Make Technical Concepts Clear
Technical explanations, worked examples, diagram descriptions. Specialty: welding symbols, metallurgy, mechanical systems, process sequences.
Map Your Content to Standards
Align to AWS SENSE, NCCER, OSHA, and applicable industry standards. Delivered as a structured alignment report.
Ensure Technical Accuracy
Review of textbook chapters, eLearning scripts, and training materials for technical accuracy, clarity, and real-world applicability.
Full-Service Question Bank Creation
End-to-end question bank development: writing, review, tagging, formatting, quality assurance, ready for instructor delivery.
Ship industrial content you can stand behind. Technical accuracy review and item writing for safety, welding, and manufacturing modules — flagging what a desk reviewer won't catch.
Get test banks and chapter reviews that hold up in the field. Trades textbook accuracy checks, instructor resource development, and standards alignment — by someone who teaches the trade.
Keep your credential credible. Item writing, exam rebalancing, and content review for industrial credentials — built around how the work actually gets evaluated.
Curriculum that closes the gap between classroom and shop floor. Assessment alignment, program review, and advisory support from someone active in Western NY trade programs.
Bring in a technical SME who delivers clean, formatted content on deadline. Industrial subject matter expertise as a subcontract — no hand-holding required.
A practitioner on your expert panel, not just another credential-holder. Item review and content validation for industrial and trades exams — grounded in real production experience.
We've done this work. Our assessments and content reflect actual industrial practice, not theory. Learners recognize the difference.
Every question, explanation, and alignment is vetted against industry standards and best practices in assessment design.
Content is clear, assessments are fair, and everything is written to be understood by your learners — not to trick them.
Domain: Industrial Safety. 15 items, mixed format. Produced for a community college program. Demonstrates question construction, difficulty calibration, and distractor rationale.
Domain: Construction Safety. Full training script review, 7 findings. Produced for a training company. Covers regulatory accuracy, field realism, instructional clarity, and learner engagement.
Domain: Welding & Fabrication. Full curriculum map + gap analysis. Produced for a CTE program. Identified 6 coverage gaps and recommended sequence revisions.
An assessment question written by someone who has never held a stinger will test the wrong things, use imprecise language, and produce distractors an experienced welder can eliminate without knowing the answer. Publishers and platforms that use practitioner SMEs produce content their learners trust — and defend against instructors who push back on accuracy.
Assessment development, item writing, curriculum alignment, and technical review — built on real industrial expertise.
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