§ 3.1
Core Conversation & Standards Access
Every MetTutor conversation runs on the MetLibrary RAG — a curated knowledge base of 15,000+ metrology standards chunks spanning ISO/IEC 17025, NIST GUM, VIM, NCSLI Recommended Practices, A2LA reference guides, ANSI/NCSL Z540.3, and the ASQ CCT Body of Knowledge.
MetLibrary, Concept, Problems, Exam Prep, ISO 17025, GUM:All plans
Document Navigator · Advanced standards corpus:Professional+
15,000+ curated standards chunks. One ground truth.
MetLibrary is the difference between an AI that guesses and one that knows. Every response cites the source standard and clause, so you always know exactly where the information comes from.
- 15,000+ semantically indexed chunks for precise retrieval
- Every answer includes source document and clause reference (APA format)
- Covers ISO, NIST, NCSLI, A2LA, JCGM, ASQ CCT, VIM, and more
- Core standards (ISO 17025, GUM, CCT BoK) available to all plans
- Advanced corpus (NCSLI RP, A2LA, Z540.3, JCGM 106) on Professional+
MetTutor · Concept ModeMetLibrary RAG
U
What does ISO 17025 require for measurement traceability?
MT
ISO/IEC 17025:2017 §6.5 requires that measurement results are traceable to the SI through an unbroken chain of calibrations…
⟩ ISO/IEC 17025:2017 §6.5 · JCGM 200:2012 §2.41
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MetLibrary RAG (15,000+ chunks)
Curated standards knowledge base powering every MetTutor response with cited, authoritative answers.
All plans💡
Concept Coach Mode
Explore metrology concepts with standards-grounded explanations at any depth.
All plans🔢
Problem Solver Mode
Step-by-step numerical problem solving — uncertainty, TUR, unit conversions, and more.
All plans📄
Document Navigator Mode
Structured exploration of standards — navigate ISO 17025 clauses, GUM sections, NCSLI RPs.
Professional+🔍
Standards-Grounded Citations
Every answer includes source standard, clause, and APA-format citation. Verify any claim.
All plans📎
Advanced Standards Corpus
NCSLI RP-1–12, A2LA R205/P102, Z540.3, JCGM 106 — the depth professionals need.
Professional+
§ 3.2
Exam Prep & Certification
MetTutor v3.0 includes a complete ASQ CCT preparation engine — a 125-question mock exam, BoK-aligned drills, SM-2 spaced repetition with goal-date pacing, mastery badges, and the Study Achievement Record.
Daily quiz (3 questions):Explorer
Unlimited quiz, mock exam, SRS, badges, Study Achievement Record:Student+
Timed exam simulation:Professional+
📝
Daily Quiz
3 questions/day on Explorer; unlimited on Student+. Covers all CCT Body of Knowledge domains.
All plans🎯
CCT Mock Exam (125Q)
Full-length 125-question mock exam across all BoK domains with domain-by-domain scoring.
Student+⏱️
Timed Exam Simulation
Exam-condition timed simulation with pacing and session management.
Professional+🔄
SM-2 Spaced Repetition
The proven algorithm that schedules reviews based on mastery. Topics you struggle with come back sooner.
Student+📅
Goal-Paced Review
Set your exam date and MetTutor paces SRS sessions to peak coverage by test day.
Student+🏅
Mastery Badges & Achievements
Visual progress tracking across all BoK domains. See what you’ve mastered and where to focus.
Student+📄
Study Achievement Record (PDF)
Downloadable PDF documenting your preparation journey — topics, performance, timeline.
Student+📊
BoK-Aligned Practice Drills
Domain-specific drills with adaptive difficulty across all CCT Body of Knowledge areas.
Student+📝
Exam Prep Mode
Dedicated learning mode for CCT preparation with practice questions and cited explanations.
All plans
§ 3.3
Skills & Calculators
Professional-grade metrology calculators and compliance tools. Free skills (SI converter, simplified TUR) are available to all plans. Advanced calculators require Professional+.
SI Converter, TUR/TAR (simplified):All plans
All advanced calculators and compliance tools:Professional+
📐
SI Unit Converter
Dimensional analysis and unit conversion across all SI base and derived units.
All plans🔧
TUR/TAR Calculator (Simplified)
Basic test uncertainty ratio evaluation for quick field calculations.
All plans📊
GUM Uncertainty Budget
Complete uncertainty budgets: Type A/B evaluation, sensitivity coefficients, combined and expanded uncertainty.
Professional+📈
Gage R&R (ANOVA → CMC)
ANOVA-based Gage R&R with %Study Variation, %Contribution, and CMC derivation.
Professional+⚖️
Decision Rules & Guard Banding
Simple, optimized, and standards-based guard banding. JCGM 106 conformity assessment.
Professional+🧮
Welch-Satterthwaite DOF
Effective degrees of freedom for combined uncertainty — determines the correct coverage factor.
Professional+📉
Type B Uncertainty Estimator
Rectangular, triangular, and U-shaped distributions for Type B uncertainty evaluation.
Professional+🔧
Advanced TUR Calculator
TUR calculation with multiple uncertainty contributors and detailed component analysis.
Professional+🔍
Calibration Procedure Validator
Upload procedures for automated compliance checking against ISO 17025 requirements.
Professional+✅
Compliance Checker Skills
Document compliance verification against quality system and calibration standards.
Professional+📄
Document Upload (PDF/DOCX)
Upload documents for AI-powered analysis, extraction, and compliance checking.
Professional+
§ 3.4
Document Generation (Artifacts)
Generate Word documents, Excel workbooks, and PDF exports directly from conversations. Upload documents for analysis. Professional+ feature.
All document generation and My Documents:Professional+
📝
Word Document Generation (.docx)
Professional-format Word documents — uncertainty budgets, procedures, reports.
Professional+📊
Excel Workbook Generation (.xlsx)
Formatted Excel workbooks for data analysis, budget templates, and calculations.
Professional+📄
Markdown / JSON / PDF Export
Multi-format export for integration with existing workflows and documentation systems.
Professional+📁
My Documents Library
Persistent document storage for generated artifacts, uploaded files, and exports.
Professional+🔗
Live Citations & Standards Refs
Generated documents include inline standards references and clause citations.
Professional+📎
Artifact Persistence (7-Day)
Generated artifacts remain accessible for 7 days for download and reference.
Professional+
§ 3.5
Conversation Persistence & Workspace
Saved conversations, the Context Panel, and “Use as Context” turn MetTutor from a chat interface into a persistent working environment. Professional+ feature.
Saved conversations, Context Panel, Use as Context:Professional+
💾
Saved Conversations (50 Slots)
Save up to 50 conversations with sidebar navigation for quick access.
Professional+📌
Context Panel
Attach documents and artifacts to conversations as persistent reference context.
Professional+🔄
Use as Context
Reference previous conversation outputs and artifacts in new sessions.
Professional+📂
Saved Chats Sidebar
Sidebar navigation for quick access to all saved conversations.
Professional+
§ 3.6
Export Formats
Professional plans export to Word (.docx), Excel (.xlsx), PDF, Markdown, JSON, CSV, and TXT formats. Students can export basic chat transcripts.
Full document export (.docx, .xlsx, PDF, Markdown, JSON):Professional+
§ 3.7
Speech & Accessibility
Mic input, per-message read-aloud, and light/dark themes are available on all plans — no upgrade required for accessibility features.
All speech and accessibility features:All plans
🎙️
Mic Input (Speech-to-Text)
Speak your questions using the microphone button on desktop and mobile browsers.
All plans🔊
Read-Aloud Per Message (TTS)
Click to hear any MetTutor response read aloud — full text-to-speech support.
All plans🌓
Light + Dark Themes
Choose your preferred visual mode across all plans and all devices.
All plans
§ 3.8
Team & Organization
Team Manager and Organization are management licenses that add oversight, reporting, and team structure. Member licenses (Student or Professional) are purchased separately — à la carte licensing lets you match each license to each person’s role.
Team roster, invites, oversight, reports:Team Manager+
Multi-team hierarchy, aggregate reporting, multi-admin:Organization
À la carte licensing — management + separate member licenses
Team Manager and Organization are management licenses, not seat bundles. Each team member purchases their own Student or Professional license. Mix and match to fit your team.
- Team Manager includes 1 Professional seat for the admin
- Organization includes 1 Professional seat + multi-team hierarchy
- Member licenses (Student or Professional) purchased separately
- Add licenses as you hire, remove when people leave — no minimums
Team Dashboard · Team Manager8 members
RMR. MartinezProfessionalActive
JOJ. OkonkwoProfessionalActive
ACA. ChenStudentActive
SPS. ParkStudentInvited
👥
Team Roster & Invites
Invite and remove members by email. Real-time stat cards for total, active, and pending members.
Team Manager+📊
Member Progress Oversight
Per-member training activity metrics — questions asked, engaged days, last active, drill-down timeline.
Team Manager+🔄
SRS Engagement Monitoring
Track each member’s spaced-review progress — topics in review, retention, domain coverage.
Team Manager+📝
Quiz Activity Tracking
Monitor quiz completion, daily streaks, mock exam attempts, and BoK domain performance.
Team Manager+📄
Training Activity Report (PDF)
Exportable PDF with date range filtering — individual or whole-team scope. §6.2.2 evidence.
Team Manager+🏛️
ISO 17025 §6.2.2 Scope
Training reports designed as objective evidence for competence assessment records.
Team Manager+🏗️
Multi-Team Hierarchy
Create named sub-teams. Assign Team Managers. Aggregate cross-team reporting.
Organization👁️
Cross-Team Visibility
Organization admin sees every member across all sub-teams. TMs see only their own group.
Organization👥
Multi-Admin Support
Multiple administrators for shared responsibility across shifts, locations, or reporting structures.
Organization
© 2026 AI Metrologist, LLC · MetTutor v3.0
NCSL International (NCSLI), the American Association for Laboratory Accreditation (A2LA), the American Society for Quality (ASQ), the American National Standards Institute (ANSI), the International Organization for Standardization (ISO), the International Electrotechnical Commission (IEC), the Joint Committee for Guides in Metrology (JCGM), and the National Institute of Standards and Technology (NIST) are trademarks or registered marks of their respective organizations. MetTutor is not affiliated with or endorsed by these organizations.
