MetTutor — AI-Powered Metrology Learning · v2.0
MetTutor v2.0 · ContextPanel · Document Generation · Saved Chats

The AI metrology tutor
that knows the standards.

MetTutor is an AI-powered learning assistant built on 983 authoritative metrology standards — delivering cited, standards-grounded answers for calibration professionals, students, lab managers, and educators. The new v2.0 workspace adds document generation, the ContextPanel, and Saved Chats on every Metrologist seat and above.

983
Standards · 26,018 chunks
7
Plans · free to institution
4
Generated formats · v2.0
Free
Explorer · no card · forever
MetTutor · Metrologist Workspace v2.0 · ContextPanel
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Generate a calibration procedure for a 0–100 psig pressure gauge to ISO 17025 requirements.
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Drafting the procedure with traceability, uncertainty budget, and acceptance criteria per ISO 17025 §7.6 and §7.8.
ISO 17025 §7.6 · §7.8 · JCGM 100
📄 pressure_gauge_cal_procedure.docx
Word · 18.4 KB · saved to My Documents
💡 Concept 🔢 Problems 🎯 Exam Prep 📄 Documents
📐ISO 17025:2017
📊NIST GUM · JCGM 100
📖VIM · JCGM 200:2012
🏆ASQ CCT BoK
ANSI/NCSL Z540.3
🏛️NCSLI RP-1–12
⚖️JCGM 106 · A2LA
Why MetTutor

Not general AI. MetTutor.

General-purpose AI tools guess at metrology. MetTutor is built on the documents the industry actually runs on — and cites every answer.

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Answers grounded in 983 standards
Every MetTutor response draws from MetLibrary — a curated, version-controlled knowledge base of 983 ISO, NIST, NCSLI, A2LA, JCGM, ASQ CCT, and VIM documents indexed across 26,018 chunks. Not the internet. The standards.
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Citations on every answer
MetTutor tells you exactly where each answer comes from — the document, section, and clause. So you can verify it yourself, reference it in your QMS, or cite it in a calibration procedure.
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A real workspace, not just chat
The MetTutor v2.0 workspace adds document generation in four formats, a ContextPanel showing live citations alongside your conversation, and Saved Chats with Use as Context — turning every Metrologist seat into a full metrology workbench.
Four Learning Modes

Ask it anything. It knows metrology.

Every MetTutor query runs through one of four focused modes — each tuned to produce the right type of answer for your goal.

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Concept
Understand the science — traceability, uncertainty, calibration principles, ISO 17025 clauses, VIM definitions, and more.
What is traceability?
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Problems
Step-by-step numerical solutions — uncertainty budgets, TUR, unit conversions, GUM calculations with every step shown.
Calculate TUR for this DMM
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Exam Prep
ASQ CCT preparation aligned to all 7 BoK domains — practice questions, explanations, mock exams, and readiness analytics.
Drill me on §6.6 traceability
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Documents
Ask about specific MetLibrary standards by document and clause — ISO 17025, NIST GUM, VIM, NCSLI RPs, and more.
Explain ISO 17025 §7.8
MetLibrary

Answers from standards, not the internet.

MetLibrary is MetTutor’s dedicated RAG knowledge base — 983 metrology documents indexed across 26,018 semantic chunks, curated and version-controlled so every answer comes from a recognized source.

  • ISO/IEC 17025:2017 — full clause library
  • JCGM 100:2008 GUM · NIST TN 1297 — full uncertainty framework
  • VIM (JCGM 200:2012) — authoritative metrology vocabulary
  • NCSLI RP-1–12 · A2LA R101/R205 · ASQ CCT BoK
  • ANSI/NCSL Z540.3 · JCGM 106 · ISO 6789-1 (Metrologist+)
  • Every answer includes the source document and clause
Explore MetLibrary
MetLibrary · 983 Documents · 26,018 ChunksRAG · Semantic Search
ISOISO/IEC 17025:2017§6–§8
GUMJCGM 100:2008 · NIST TN 1297Type A/B
VIMJCGM 200:2012Vocabulary
Z540ANSI/NCSL Z540.3TUR · risk
NCSLIRecommended Practices RP-1–1212 RPs
A2LAR101 · R205Accred.
JCGMJCGM 106 Decision RulesGuard bands
CCTASQ CCT Body of Knowledge7 domains
New in v2.0 · Metrologist+

A real workspace for serious metrology work.

MetTutor v2.0 introduces the Advanced Plan differentiators — the four capabilities that define the Metrologist tier and above: document generation, the ContextPanel, Saved Chats with Use as Context, and the advanced standards corpus. Together they turn the chat into a workbench.

  • Document generation — .docx · .xlsx · .md · .json artifacts in My Documents
  • ContextPanel — live citations & related standards beside the conversation
  • Saved Chats — 50-conversation sidebar + dedicated /account/saved-chats page
  • Use as Context — attach any generated artifact back into a conversation
  • Document upload — PDF, DOCX, XLSX, CSV with validators & compliance checkers
  • JSON / Markdown thread exports for QMS records or peer review
Metrologist plan details
MetTutor v2.0 · Metrologist Workspace ContextPanel · Saved · Attached
Conversation
Generate the uncertainty budget worksheet for this calibration.
Here’s the GUM-compliant budget at k=2, 95% with Welch-Satterthwaite degrees of freedom.
📊 uncertainty_budget.xlsx
Excel · 12.7 KB
✓ Attached as context
Open Artifact
uncertainty_budget.xlsx
Standards
ISO 17025 §7.6
JCGM 100 GUM
Welch-Satterthwaite
Saved Chats
Pressure cal procedure
CCT Exam Preparation

The most complete ASQ CCT prep available.

From BoK-aligned study through a full 110-question timed mock exam with domain-by-domain readiness scoring — MetTutor gives CCT candidates a systematic, measurable path to exam day. Available on Cal Tech, Metrologist, and Institution.

  • CCT Exam Prep mode covering all 7 BoK domains
  • 110-question timed mock exam · unlimited sessions
  • Readiness score & pass probability after every session
  • SM-2 spaced repetition — optimal review scheduling
  • Personalized CCT study calendar
  • Timed exam simulation under live countdown
CCT prep details
CCT Mock Exam · Session 2⏱ 1:52:08
According to ISO 17025:2017 §6.6, metrological traceability shall be established to:
The laboratory’s most recently calibrated reference standard
SI units through an unbroken chain of calibrations
The national laboratory of the country of operation
A 4:1 TUR as defined in ANSI/NCSL Z540.3
Question 64 of 110 · Domain II Readiness: 76%
Teams & Institutions

For labs, managers, and educational programs.

Lab Manager gives you 10 team seats baseline with member invite/remove, team project organization, and report exports. Institution adds multi-instructor classroom support and student cohort management on annual contracts — Starter ($1,495/yr) for small programs and Standard ($2,995/yr) for established programs.

  • Lab Manager — 10 seats, full Metrologist features per seat
  • Member invite / remove · team project organization
  • Seat expansion packs — +5 ($99) / +10 ($179) / +25 ($249), stackable
  • Institution Starter — 2 instructors + 40 students at $1,495/yr
  • Institution Standard — 5 instructors + 100 students at $2,995/yr
  • Enterprise — custom seats, white-label, SSO (contact sales)
Team & institution plans
Team Seat Management5 / 10 seats
5
Active
247
Questions
18
Sessions
RM
R. Martinez
Active
JO
J. Okonkwo
Active
TN
T. Nguyen
Active
SP
S. Park
Invited
Calibration Procedure Validator · ISO 17025 §7.8 · Z540.3 — running on uploaded document
Plans for Every Level

From a free first quiz to a full Institution license

Six self-serve tiers plus Institution and Enterprise — MetTutor v2.0 has a plan designed for where you are and where you’re going. Metrologist is the v2.0 workhorse tier.

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Explorer
Anyone curious about measurement science
Free · forever
No credit card · no expiry
  • All 4 tutor modes · unlimited messages
  • MetLibrary citations (983 docs)
  • Metrology Skills Matrix
  • Daily quiz (3/day) · Concept of the Day
  • Export: Word · Excel · PDF · CSV · TXT
  • Voice input & read-aloud
Start Free Explorer plan details →
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Student
University & engineering students (.edu)
$9/mo
No trial · .edu email required
  • Everything in Explorer
  • Unlimited daily quiz
  • Document Navigator mode
  • 110Q CCT mock exam · readiness score
  • BoK-aligned practice drills
  • Uncertainty budget (Type B simplified)
Get Student Access Student plan details →
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Cal Tech
Working calibration technicians & CCT candidates
$29/mo
14-day free trial · no card
  • Everything in Student
  • SM-2 spaced repetition · CCT study calendar
  • Timed exam simulation
  • Advanced TUR calculator (Z540.3-aligned)
  • Uncertainty budget — Type A/B, k=2, 95%
  • Spreadsheet upload (.xlsx / .csv)
Start Free Trial Cal Tech plan details →
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Metrologist
Senior metrologists & serious CCT candidates
$49/mo
14-day free trial · no card
  • Everything in Cal Tech
  • NCSLI RP-1–12 · A2LA R101/R205 · Z540.3 deep
  • MSA/GR&R · JCGM 106 · ISO 6789-1
  • Full GUM with Welch-Satterthwaite
  • Document generation — .docx · .xlsx · .md · .json V2.0
  • ContextPanel + Saved Chats V2.0
  • Document upload (PDF/DOCX) + validators V2.0
  • Ad-free experience
Start Free Trial Metrologist plan details →
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Lab Manager
Calibration lab managers & teams
$199/mo
14-day free trial · no card
  • 10 team seats — full Metrologist tier per seat
  • Team seat management & member invite/remove
  • Team project organization (sidebar)
  • Team report exports for §6.2 evidence
  • Seat packs +5 ($99) · +10 ($179) · +25 ($249)
  • No CCT mock / SM-2 (deliberate)
Start Free Trial Lab Manager plan details →
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Institution
Colleges, technical schools & training programs
From $1,495/yr
Standard $2,995/yr · Enterprise custom
Annual contract · two tiers + Enterprise
  • Starter — 2 instructors + 40 students
  • Standard — 5 instructors + 100 students
  • Full Metrologist tier on every seat
  • Full CCT prep — mock, SM-2, study calendar
  • Multi-instructor classroom support
  • Student cohort management & team reports
Contact Sales Institution plan details →
Who uses MetTutor

Metrology knowledge for every role

From first-year students to lab directors and educators — MetTutor meets you where you are and grows with you.

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Students
Explorer · Student
🔧
Calibration Technicians
Cal Tech
🏢
Lab Managers
Lab Manager
🏛️
Educators & Institutions
Institution

Start learning metrology
the right way.

Explorer is free, forever — no credit card, no expiry. Cal Tech, Metrologist, and Lab Manager include 14-day free trials with no card required. The MetLibrary is waiting.

mettutor.ai · AI Metrologist, LLC · v2.0 · info@aimetrologist.com