Framework Name: PDCA (Plan-Do-Check-Act)

Framework Category: Continuous Improvement

Description: Iterative four-step management method for continuous improvement of processes and products.

Stages: Plan; Do; Check; Act

Use Cases: Ops excellence, quality, service improvement

Notes: confidence=0.92 | sources=SRC-000005;SRC-000007 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public domain management method widely documented in quality literature. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: DMAIC

Framework Category: Six Sigma / Quality

Description: Define-Measure-Analyze-Improve-Control problem-solving framework for process variation reduction.

Stages: Define; Measure; Analyze; Improve; Control

Use Cases: Quality, manufacturing, process excellence

Notes: confidence=0.91 | sources=SRC-000007;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Standard Six Sigma methodology taught in industry quality programs. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: ITIL Service Value System (overview)

Framework Category: IT Service Management

Description: IT service management framework emphasizing value co-creation through practices and governance.

Stages: Guiding principles; Governance; Service value chain; Practices; Continual improvement

Use Cases: IT operations, service desks, AMS

Notes: confidence=0.90 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public ITSM framework concepts used globally in IT ops. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: COBIT (governance objectives overview)

Framework Category: IT Governance

Description: Governance and management objectives framework for enterprise IT governance alignment.

Stages: Evaluate-Direct-Monitor; Align-Plan-Organize; Build-Acquire-Implement; Deliver-Service-Support; Monitor-Evaluate-Assess

Use Cases: IT governance, risk, compliance

Notes: confidence=0.88 | sources=SRC-000005;SRC-000010 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public ISACA COBIT conceptual structure for IT governance. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: NIST Cybersecurity Framework (core)

Framework Category: Cybersecurity

Description: Identify-Protect-Detect-Respond-Recover functions for cybersecurity risk management.

Stages: Identify; Protect; Detect; Respond; Recover

Use Cases: Security programs, SOC design

Notes: confidence=0.93 | sources=SRC-000010;SRC-000004;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public NIST CSF structure widely referenced in security programs. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Zero Trust Architecture principles

Description: Never trust, always verify access model with continuous validation.

Stages: Identity; Device; Network; Application; Data; Visibility & analytics

Use Cases: ZTNA programs, hybrid cloud security

Notes: confidence=0.90 | sources=SRC-000010;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public zero trust principles from standards bodies and security guidance. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: ISO 9001 quality management principles (overview)

Framework Category: Quality Management

Description: Customer focus, leadership, engagement, process approach, improvement, evidence-based decisions, relationship management.

Stages: Process approach; Risk-based thinking; PDCA; Documented information

Use Cases: QMS design for manufacturers/services

Notes: confidence=0.91 | sources=SRC-000007;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public ISO 9001 principle-level concepts (not a substitute for licensed full text). | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: ISO 27001 ISMS cycle (overview)

Framework Category: Information Security

Description: Plan-implement-check-act cycle for information security management systems.

Stages: Context; Leadership; Planning; Support; Operation; Performance evaluation; Improvement

Use Cases: ISMS programs

Notes: confidence=0.90 | sources=SRC-000010;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public ISO 27001 high-level structure concepts. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: TOGAF ADM (high-level)

Framework Category: Enterprise Architecture

Description: Architecture Development Method phases for enterprise architecture practice.

Stages: Preliminary; A Vision; B Business; C Information Systems; D Technology; E Opportunities; F Migration; G Implementation Governance; H Change Management

Use Cases: EA programs, core modernization

Notes: confidence=0.87 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public TOGAF ADM phase names commonly referenced in EA practice. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Business Model Canvas

Framework Category: Strategy

Description: Nine-block canvas for describing business models.

Stages: Customer Segments; Value Propositions; Channels; Customer Relationships; Revenue Streams; Key Resources; Key Activities; Key Partnerships; Cost Structure

Use Cases: Strategy workshops, product discovery

Notes: confidence=0.90 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Widely published strategy canvas concept. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Jobs-to-be-Done (JTBD)

Framework Category: Product Strategy

Description: Customer progress framing for product and solution design.

Stages: Job statement; Forces of progress; Desired outcomes

Use Cases: Product discovery, solution design

Notes: confidence=0.86 | sources=SRC-000005;SRC-000009 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public product strategy framing used in industry practice. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: OKR

Framework Category: Performance Management

Description: Objectives and Key Results for goal alignment.

Stages: Objective; Key Results; Cadence; Check-ins

Use Cases: Strategy execution, transformation

Notes: confidence=0.89 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public goal-setting framework used by many organizations. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Balanced Scorecard (overview)

Description: Financial, customer, internal process, learning & growth perspectives.

Stages: Financial; Customer; Internal Process; Learning & Growth

Use Cases: Strategy maps, KPI systems

Notes: confidence=0.88 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public BSC perspectives widely taught in management. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: RACI

Framework Category: Governance / Roles

Description: Responsibility assignment matrix: Responsible, Accountable, Consulted, Informed.

Stages: R; A; C; I

Use Cases: Program governance, ops handoffs

Notes: confidence=0.92 | sources=SRC-000005;SRC-000014 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public project management responsibility matrix. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: SIPOC

Framework Category: Process Excellence

Description: Suppliers-Inputs-Process-Outputs-Customers high-level process map.

Stages: Suppliers; Inputs; Process; Outputs; Customers

Use Cases: Process discovery, DMAIC define

Notes: confidence=0.91 | sources=SRC-000007;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public lean/six sigma process framing tool. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Value Stream Mapping (VSM)

Framework Category: Lean

Description: Map material and information flow to expose waste and lead time.

Stages: Current state; Future state; Lead time; Process time; Waste types

Use Cases: Manufacturing and service process redesign

Notes: confidence=0.90 | sources=SRC-000007;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public lean method for flow improvement. | dps=v1.0 | overview_only_not_full_standard_text


Framework Category: Workplace Organization

Description: Sort, Set in order, Shine, Standardize, Sustain for workplace discipline.

Stages: Seiri; Seiton; Seiso; Seiketsu; Shitsuke

Use Cases: Plant floors, warehouses, offices

Notes: confidence=0.91 | sources=SRC-000007;SRC-000011 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public lean workplace method. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: FMEA

Framework Category: Risk / Quality

Description: Failure Mode and Effects Analysis for proactive risk prioritization.

Stages: Failure modes; Effects; Causes; Severity; Occurrence; Detection; RPN/action

Use Cases: Product/process risk, HSE, quality

Notes: confidence=0.90 | sources=SRC-000007;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public reliability/quality risk method. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Incident Response lifecycle

Framework Category: Cybersecurity Ops

Description: Prepare-Detect-Contain-Eradicate-Recover-Lessons learned for security incidents.

Stages: Preparation; Detection & analysis; Containment; Eradication; Recovery; Post-incident

Use Cases: SOC playbooks

Notes: confidence=0.92 | sources=SRC-000010;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public IR lifecycle consistent with common security guidance. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: BC/DR lifecycle

Framework Category: Resilience

Description: Business continuity and disaster recovery planning and exercise cycle.

Stages: BIA; Strategy; Plans; Exercise; Maintain

Use Cases: Resilience programs for regulated sectors

Notes: confidence=0.90 | sources=SRC-000010;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public continuity planning cycle concepts. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: CRISP-DM

Framework Category: Data Science

Description: Cross-Industry Standard Process for Data Mining.

Stages: Business Understanding; Data Understanding; Data Preparation; Modeling; Evaluation; Deployment

Use Cases: Analytics/AI project delivery

Notes: confidence=0.89 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public data mining process model. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: MLOps lifecycle (overview)

Framework Category: Data / ML

Description: Lifecycle for production machine learning systems.

Stages: Data; Train; Validate; Deploy; Monitor; Retrain

Use Cases: Model operations in enterprises

Notes: confidence=0.87 | sources=SRC-000005;SRC-000009 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public MLOps practice model used industry-wide. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: DevOps CALMS (overview)

Framework Category: Software Delivery

Description: Culture, Automation, Lean, Measurement, Sharing principles for DevOps.

Stages: Culture; Automation; Lean; Measurement; Sharing

Use Cases: Software delivery transformation

Notes: confidence=0.88 | sources=SRC-000005;SRC-000009 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public DevOps principles framing. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: SRE error budgets (overview)

Framework Category: Reliability Engineering

Description: Use SLO-derived error budgets to balance reliability and change velocity.

Stages: SLI; SLO; SLA; Error budget; Toil reduction

Use Cases: Platform reliability programs

Notes: confidence=0.88 | sources=SRC-000005;SRC-000009 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public SRE concepts popularized in industry literature. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Design Thinking (overview)

Framework Category: Innovation

Description: Empathize-Define-Ideate-Prototype-Test human-centered design cycle.

Stages: Empathize; Define; Ideate; Prototype; Test

Use Cases: Product/service innovation

Notes: confidence=0.87 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public design thinking process stages. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Porter Five Forces (overview)

Description: Industry structure analysis via rivalry, entrants, substitutes, buyer and supplier power.

Stages: Rivalry; Entrants; Substitutes; Buyer power; Supplier power

Use Cases: Industry and competitor strategy

Notes: confidence=0.88 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public strategy analysis framework. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: PESTLE

Framework Category: Strategy / Environment

Description: Political, Economic, Social, Technological, Legal, Environmental scan.

Stages: P; E; S; T; L; E

Use Cases: Market entry, risk scanning

Notes: confidence=0.90 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public macro-environment scan tool. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: SWOT

Description: Strengths, Weaknesses, Opportunities, Threats analysis.

Stages: S; W; O; T

Use Cases: Strategy workshops

Notes: confidence=0.91 | sources=SRC-000005;SRC-000001 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public strategy analysis tool. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Risk management process (ISO 31000 overview)

Framework Category: Risk

Description: Principles and process for managing risk: establish context, assess, treat, monitor.

Stages: Context; Risk assessment; Risk treatment; Monitoring & review; Communication

Use Cases: ERM programs

Notes: confidence=0.89 | sources=SRC-000005;SRC-000010 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public ISO 31000 high-level risk process concepts. | dps=v1.0 | overview_only_not_full_standard_text


Framework Category: Procurement

Description: High-level S2C process from need to contracted supplier.

Stages: Need; Market; RFx; Evaluate; Award; Contract

Use Cases: Procurement transformation

Notes: confidence=0.88 | sources=SRC-000014;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public procurement process framing. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Public procurement principles (overview)

Framework Category: Public Sector

Description: Transparency, competition, fairness, accountability principles for public buying.

Stages: Plan; Publish; Compete; Evaluate; Award; Manage

Use Cases: Public tender participation literacy

Notes: confidence=0.90 | sources=SRC-000014;SRC-000001 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public procurement principle-level knowledge from official procurement practice. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: ESG disclosure process (overview)

Framework Category: Sustainability

Description: Metric inventory → evidence → consolidate → disclose → assure.

Stages: Inventory; Collect; Validate; Disclose; Improve

Use Cases: Sustainability reporting ops

Notes: confidence=0.89 | sources=SRC-000004;SRC-000006;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public sustainability reporting operating process pattern. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: GHG Protocol scopes (overview)

Framework Category: Climate

Description: Scope 1, 2, 3 categorization for greenhouse gas inventories.

Stages: Scope 1; Scope 2; Scope 3

Use Cases: Carbon accounting programs

Notes: confidence=0.91 | sources=SRC-000004;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public GHG Protocol scope concepts widely used in carbon accounting. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: HSE hierarchy of controls

Framework Category: HSE

Description: Elimination → Substitution → Engineering → Administrative → PPE control hierarchy.

Stages: Eliminate; Substitute; Engineer; Administrate; PPE

Use Cases: Workplace safety programs

Notes: confidence=0.92 | sources=SRC-000011;SRC-000001 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public occupational safety control hierarchy. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Incident investigation 5-Why

Framework Category: HSE / Quality

Description: Root cause analysis by iterative why questions.

Stages: Problem; Why chain; Countermeasure; Verify

Use Cases: Incident learning systems

Notes: confidence=0.90 | sources=SRC-000011;SRC-000007 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public root cause analysis technique. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: SCOR model (overview)

Framework Category: Supply Chain

Description: Plan-Source-Make-Deliver-Return(-Enable) supply chain process framework.

Stages: Plan; Source; Make; Deliver; Return; Enable

Use Cases: Supply chain transformation

Notes: confidence=0.88 | sources=SRC-000004;SRC-000005 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public SCOR high-level process categories. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: DDMRP principles (overview)

Framework Category: Supply Chain Planning

Description: Demand-driven MRP using strategic buffers and demand signals.

Stages: Position; Protect; Pull

Use Cases: Inventory optimization programs

Notes: confidence=0.86 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public demand-driven planning concepts. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: RevPAR / hospitality commercial framework

Framework Category: Hospitality Commercial

Description: Occupancy × ADR commercial control with channel mix management.

Stages: Demand; Pricing; Inventory; Channels; Pickup

Use Cases: Hotel commercial ops

Notes: confidence=0.87 | sources=SRC-000001;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public hospitality revenue management KPIs/process framing. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: Contact center quality framework

Framework Category: CX Ops

Description: Monitor-score-calibrate-coach cycle for agent quality.

Stages: Sample; Score; Calibrate; Coach; Improve

Use Cases: BPO/CX quality programs

Notes: confidence=0.88 | sources=SRC-000011;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public contact center QA operating cycle. | dps=v1.0 | overview_only_not_full_standard_text


Framework Name: FinOps lifecycle (overview)

Framework Category: Cloud Financial Ops

Description: Inform-Optimize-Operate cycle for cloud cost management.

Stages: Inform; Optimize; Operate

Use Cases: Cloud cost governance

Notes: confidence=0.89 | sources=SRC-000005;SRC-000004 | retrieved=2026-07-10 | version=knowledge-v2.0-batch-007-framework | batch=Batch-007 | Public FinOps Foundation lifecycle concepts. | dps=v1.0 | overview_only_not_full_standard_text