QUALITY
SERVICE CONTRACT · VIEW: GOV
Axiom
Example
Constraints
MUST: Cite specific ISO clause or CFR section for quality claims MUST: Distinguish between voluntary standards and regulatory requirements MUST NOT: Present ISO certification as regulatory approval
COVERAGE: 255/255
SPEC
Domain Declaration
QUALITY = QUALITY_STANDARD × CANONIC
= Structure(quality) × (C1, C2, Temporal, Relational, C5)
= owned quality vertical
Lattice Formula
QUALITY = C1 ∩ C2 ∩ Temporal ∩ Relational ∩ C5 ∩ C6
= ENTERPRISE (#63)
Quality requires full Enterprise because:
- C1: Quality policy and objectives must be stated
- C2: Conformance must be demonstrated
- Temporal: Audit cycles, corrective action timelines
- Relational: Process boundaries, scope definition
- C5: Management review, auditors enforce
- C6: ISO/industry QMS standards
Axioms
1. Customer Focus
Quality systems MUST be oriented toward meeting customer requirements and enhancing satisfaction.
Example: A software product team collects customer feedback through support tickets, surveys, and usage analytics. Product requirements trace to customer needs. Release decisions consider customer impact.
2. Process Approach
Work MUST be managed as processes with defined inputs, activities, outputs, and controls.
Example: A manufacturing process defines: raw material specifications (input), machining steps (activities), finished part specifications (output), and inspection checkpoints (controls). Each element is documented and measured.
3. Continual Improvement
The organization MUST continually improve the effectiveness of the quality management system.
Example: Monthly quality metrics show defect rate trending upward. Root cause analysis identifies training gap. Corrective action: update training program. Verification: defect rate returns to baseline within two months.
4. Evidence-Based Decision Making
Decisions MUST be based on analysis of data and information.
Example: A decision to change suppliers requires: current supplier performance data, alternative supplier evaluation, cost-benefit analysis, risk assessment, and approval documentation. Opinion alone is insufficient.
5. Nonconformance Control
Nonconforming products or services MUST be identified, controlled, and prevented from unintended use.
Example: An inspection finds a batch of components out of specification. The batch is: physically segregated, labeled as nonconforming, evaluated for disposition (rework, scrap, use-as-is), and documented. Release requires authorized approval.
Subdomains
| Subdomain | Standard | Formula | Industry |
|---|---|---|---|
| General | ISO 9001 | ENTERPRISE | All industries |
| Medical Devices | ISO 13485 | ENTERPRISE | Healthcare |
| Automotive | IATF 16949 | ENTERPRISE | Automotive |
| Aerospace | AS9100 | ENTERPRISE | Aviation |
| Laboratory | ISO 17025 | ENTERPRISE | Testing/calibration |
| Pharmaceutical | GMP | ENTERPRISE | Drug manufacturing |
Pattern: All quality standards = ENTERPRISE (#63)
Regulatory Mapping
| Framework | Lattice | Scope |
|---|---|---|
| ISO 9001:2015 | 6 governance checks | Quality management system |
| ISO 13485:2016 | 6 governance checks | Medical device QMS |
| IATF 16949:2016 | 6 governance checks | Automotive QMS |
| AS9100D | 6 governance checks | Aerospace QMS |
| 21 CFR Part 820 | 6 governance checks | FDA QSR |
| 21 CFR Part 211 | 6 governance checks | FDA GMP |
Example: ISO 9001 Vertical
DECLARE(ISO9001) = ISO_9001 × CANONIC
Where:
ISO 9001 provides Structure:
- Context of organization (Clause 4)
- Leadership (Clause 5)
- Planning (Clause 6)
- Support (Clause 7)
- Operation (Clause 8)
- Performance evaluation (Clause 9)
- Improvement (Clause 10)
CANONIC provides Governance:
- C1: Quality policy as CANON
- C2: Records in COVERAGE
- Temporal: Audit schedules, review cycles
- Relational: Scope boundaries, process interactions
- C5: Management review, certification body
Result:
ISO9001 = ENTERPRISE (#63)
Certification Lifecycle:
Gap Assessment = COMMUNITY - Current state vs. standard
Documentation — QMS documented
Implementation — Processes operating
Internal Audit = BUSINESS - Self-assessment
Stage 1 Audit = BUSINESS - Documentation review
Stage 2 Audit = ENTERPRISE- Implementation audit
Certified — Certificate issued
Surveillance — Annual audits
Example: Corrective Action Process
DECLARE(CAPA) = FDA_CAPA × CANONIC
Where:
CAPA Framework:
- Identification of nonconformance
- Root cause analysis
- Corrective action
- Preventive action
- Verification of effectiveness
CANONIC provides Governance:
- C1: Problem statement, root cause
- C2: Investigation records, test results
- Temporal: Due dates, verification timeline
- C5: Approval, closure
Result:
CAPA = REGULATION (#27)
CAPA Lifecycle:
Identify — Nonconformance reported
Contain — Immediate action
Analyze — Root cause determined
Correct — Action implemented
Verify — Effectiveness confirmed
Close — CAPA completed
Quality Records
| Record Type | Lattice | Purpose |
|---|---|---|
| Quality Policy | D | Management commitment |
| Quality Manual | (#11) | QMS documentation |
| Procedure | (#31) | Process definition |
| Work Instruction | (#11) | Task guidance |
| Inspection Record | (#12) | Conformance evidence |
| Audit Report | BUSINESS | Assessment findings |
| Management Review | BUSINESS | Performance evaluation |
| CAPA Record | (#27) | Improvement documentation |
Validators
| Validator | Checks | Example Failure |
|---|---|---|
| C1 | Quality policy exists | Missing quality objectives |
| C2 | Records maintained | No inspection documentation |
| Temporal | Reviews conducted | Overdue management review |
| Relational | Scope defined | Unclear process boundaries |
| C5 | Actions implemented | Open CAPA past due date |
| C6 | Standard conformance | Missing required procedure |
Application
To create a CANONIC quality vertical:
- Select quality standard (ISO 9001, 13485, etc.)
- Create scope with CANON.md inheriting /QUALITY/
- Define quality policy and objectives
- Document processes (procedures, work instructions)
- Establish records (inspection, audit, review)
- Define process boundaries (scope, interactions)
- Implement management system (audits, reviews)
- Achieve certification (registrar audit)
Result: Owned quality vertical with certified QMS.
Cross-Domain Compositions
QUALITY × MEDICINE = Clinical quality, ISO 13485 (NCQA + ISO 9001)
QUALITY × AEROSPACE = Aviation quality, AS9100 (IAQG + ISO 9001)
QUALITY × AUTOMOTIVE = Automotive quality, IATF 16949 (IATF + ISO 9001)
QUALITY × MANUFACTURING = Manufacturing quality, GMP (ISA-95 + ISO 9001)
QUALITY × DEFENSE = Defense quality, MIL-Q-9858 (DoD + ISO 9001)
QUALITY × GENOMICS = Lab accreditation, CAP proficiency (CAP + ISO 15189)
QUALITY × ENERGY = Nuclear quality, NQA-1 (NRC + ISO 9001)
QUALITY × LOGISTICS = Supply chain quality, ISO 28000 (GS1 + ISO 9001)
QUALITY × FINANCE = Internal controls, SOC reporting (COSO + ISO 9001)
QUALITY × EDUCATION = Academic quality, accreditation (SACSCOC + ISO 21001)
10 cross-domain compositions. Each strengthens PROV-001 and PROV-004 patent claims.
Prior Art Landscape
| Competitor | Approach | MAGIC checkset Distinction |
|---|---|---|
| ETQ Reliance | Quality management software | Workflow tool, no governance language, no bitwise compliance |
| MasterControl | Document + quality management | Document control, no governance framework |
| Qualio | Cloud QMS for life sciences | SaaS QMS, no O(1) compliance checking |
| Veeva Vault Quality | Pharma-specific quality suite | Industry-specific, no cross-domain governance |
| SAP QM | ERP-integrated quality module | Enterprise module, no governance encoding |
Gap: No existing system provides governance-gated quality management with O(1) bitwise checking across ISO 9001, 13485, AS9100, and cross-domain composition.
Patent Mapping
| PROV | Relevance | Claims |
|---|---|---|
| PROV-001 | PRIMARY | MAGIC private-check encoding for quality governance verification |
| PROV-004 | PRIMARY | Transcompilation of ISO/GMP/AS standards to governed executables |
| PROV-002 | Supporting | COIN=WORK for audit attestation, CAPA evidence |
| PROV-003 | Supporting | Federated quality compliance across suppliers |
LEARNING
ROADMAP
VOCAB
| Term | Definition |
|---|---|
| APQR | Governed term in this scope vocabulary. |
| CAPA | Governed term in this scope vocabulary. |
| CFR | Governed term in this scope vocabulary. |
| DHF | Governed term in this scope vocabulary. |
| DHR | Governed term in this scope vocabulary. |
| DMAIC | Governed term in this scope vocabulary. |
| DMR | Governed term in this scope vocabulary. |
| EU | Governed term in this scope vocabulary. |
| FDA | Governed term in this scope vocabulary. |
| FTA | Governed term in this scope vocabulary. |
| GMP | Governed term in this scope vocabulary. |
| GUM | Governed term in this scope vocabulary. |
| ICH | Governed term in this scope vocabulary. |
| IEC | Governed term in this scope vocabulary. |
| ISO | Governed term in this scope vocabulary. |
| MDD | Governed term in this scope vocabulary. |
| MDR | Governed term in this scope vocabulary. |
| MSA | Governed term in this scope vocabulary. |
| PDCA | Governed term in this scope vocabulary. |
| PET | Governed term in this scope vocabulary. |
| QMS | Governed term in this scope vocabulary. |
| QMSR | Governed term in this scope vocabulary. |
| QUALITY | Governed term in this scope vocabulary. |
| SI | Governed term in this scope vocabulary. |
| SPC | Governed term in this scope vocabulary. |
| UDI | Governed term in this scope vocabulary. |
INHERITANCE CHAIN
INDUSTRIES
INDUSTRY is the variable. SERVICE = PRIMITIVE(s) + INDUSTRY. Each vertical defines INTEL, CHAT, COIN.
MUST: Every INDUSTRY wires INTEL + CHAT + COIN MUST: Standards mapped to governance dimensions MUST: LANGUAGE cascades from MAGIC — no per-industry DESIGN.md MUST NOT: Create INDUSTRY without SERVICE proof
MAGIC
INTEL. CHAT. COIN. — Three primitives. One governed economy.
MUST: CANON.md in every scope
MUST: Services compose primitives — never duplicate
MUST: Primitive structure is fixed — industry is the only variable
MUST: Primitives compose into services — never duplicate
MUST: Services connect through SHOP.md and VAULT.md projection files
MUST: SHOP.md = public projection file (filesystem-discoverable, UPPERCASE per LANGUAGE)
MUST: VAULT.md = private projection file (filesystem-discoverable, auth-gated, UPPERCASE per LANGUAGE)
MUST: Instance = service projected through user governance context
MUST: Instance directories live at USER scope ({USER}/{PLURAL}/), not nested in SERVICES/
MUST: Service directories (SERVICES/{SINGULAR}/) define schemas — instances hold content
MUST: Every .md compiles to .json with the same name (direct mapping)
MUST: CANON.md = axiom + universal constraints only (no service names, no paths, no implementation)
MUST: README.md = how to run the CANON only
MUST: {SCOPE}.md = SPEC — the interface (purpose, routes, projections, ecosystem)
MUST NOT: Hardcode service names in CANON constraints (law speaks universals)
MUST: Inheritance resolves upward — scopes compose by directories
MUST: Tier algebra is canonical — DESIGN.md is the single source (COMPLIANCE tier algebra)
MUST NOT: Expose dimension internals to users or developers
MUST NOT: Hardcode outside governed contracts
MUST: Nonprofits get enterprise for free
MUST: ORG is the container; USER is the repo (`github.com/{org}/{user}`; duplicates across orgs allowed)
MUST: MARKET/ SALES/ GTM/ exist (META self-closure; one primitive each)
MUST: Each META sub-scope maps exactly one primitive (INTEL, CHAT, COIN)
MUST NOT: Add META business knowledge outside MAGIC/ scope
MUST NOT: Remove META sub-scope without replacing its primitive coverage
MUST: `{SCOPE}.md` is the scope contract surface; it MUST NOT be treated as a generic filename placeholder
MUST: LEARNING.md is the terminal — governance evidence, patterns, epoch rotation
MUST: LEARNING/ is the IDF directory — machine-generated individual data files
MUST: LEARNING.md rotates at epoch boundaries — frozen epochs archive as LEARNING-{EPOCH}.md at scope root
MUST: LEARNING.md is always the current epoch — active, append-only
MUST: Epoch boundary = EVOLUTION signal in LEARNING.md (named, dated, sourced)
MUST NOT: Delete archived LEARNING epochs — append-only history
MUST: MAGIC defines the triad interface directly:
MUST: COMPLIANCE/ + GALAXY/ + SURFACE/
MUST NOT: Define conflicting tier algebra in downstream scopes; downstream must inherit this contract
FOUNDATION
SPEC = {SCOPE}. The LANGUAGE. The v0 discovery.
MUST: LANGUAGE defines all governance primitives MUST: Every scope inherits from FOUNDATION MUST: Triad (CANON.md + VOCAB.md + README.md) in every scope MUST NOT: Define terms outside VOCAB.md MUST NOT: Hardcode outside the kernel SHOULD: Vocabulary closure — every term resolves to a definition