Glossary • Bibliography • Controlled Vocabulary

Kalman | Systems+ Glossary

A searchable program glossary covering consultancy, business, contracts, law, partnerships, ethics, conflict resolution, education, design, technology, and risk within the Kalman | Systems+ Framework.

The bibliography is an extensible reference page for the source texts, standards, dictionaries, and technical works that inform the controlled vocabulary.

Glossary provenance and limits

The glossary is derived in part from Black’s Law Dictionary, 8th Edition, and from global standards. The entries are not expressed verbatim. They are declared because the glossary is intended to disclose Kalman | Systems+’ mental model, biases, and general vocabulary. The glossary is not enforceable against statute or case law.

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Program Glossary

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348 of 348 glossary items shown.

Glossary topic map

Use these topic groups to move through the controlled vocabulary by purpose, discipline, and risk context.

Consultancy

10 items

Structured advisory engagement terminology for complex environments.

Assignment

The transfer of contractual rights, property, or interest from one party (assignor) to another (assignee).

Collaboration Agreement

A contractual arrangement by which parties agree to cooperate in business or trade ventures, typically sharing risks and benefits.

Competition

The effort of two or more businesses to secure the same customers or market, subject to antitrust and fair-trade laws.

Consultant

An independent professional retained to provide expert advice or services in a specialised field, typically under a contract for services.

Due Diligence

The investigation and evaluation of the facts, risks, and obligations reasonably expected of a prudent businessperson before entering into a transaction.

Franchise

A contractual right granted by a franchisor to a franchisee to conduct business under the franchisor’s brand and system.

Licensing

The act of granting permission to use intellectual property, a brand, or technology under specified terms and conditions.

Outsourcing

The contracting out of a business function or process to an external provider, often for efficiency or cost savings.

Strategic Alliance

A formal or informal agreement between two or more firms to collaborate on shared objectives while remaining legally independent.

Syndicate

An association of persons or firms formed to carry out a joint business venture, typically in finance or large-scale projects.

Business

13 items

Operational language connecting strategy, markets, alliances, and execution.

Agreement

A mutual understanding between two or more persons about their relative rights and duties regarding past or future performance (Black's Law Dictionary, 11th ed.)

Corporation

An entity created by law that is separate from its owners, having rights, privileges, and liabilities distinct from those of its members (Black's Law Dictionary, 11th ed.)

Disclosure

The act or process of making known something that was previously unknown or hidden; in business, often refers to financial or corporate transparency obligations (Black's Law Dictionary, 11th ed.)

Governance

The act or process of governing, especially corporate governance; the manner in which directors and officers of a company direct and manage its affairs (Black's Law Dictionary, 11th ed.)

Liability

The quality or state of being legally obligated or accountable; legal responsibility to another or to society (Black's Law Dictionary, 11th ed.)

Merger

The absorption of one organisation into another, such that only one entity remains after the transaction (Black's Law Dictionary, 11th ed.)

Negligence

Failure to exercise the standard of care that a reasonably prudent person would have exercised in a similar situation (Black's Law Dictionary, 11th ed.)

Partnership

A voluntary association of two or more persons who jointly own and carry on a business for profit (Black's Law Dictionary, 11th ed.)

Profit

The excess of revenues over expenditures in a business transaction; the gain after all costs are deducted (Black's Law Dictionary, 11th ed.)

Risk

The possibility of loss, injury, disadvantage, or destruction; in business, often linked to uncertainty in financial, legal, or operational contexts (Black's Law Dictionary, 11th ed.)

Shareholder

One who owns or holds a share or shares in a company, especially a corporation (Black's Law Dictionary, 11th ed.)

Statute

A law passed by a legislative body; in corporate practice, refers to statutes governing incorporation, fiduciary duties, and compliance (Black's Law Dictionary, 11th ed.)

Tort

A civil wrong, other than breach of contract, for which a remedy may be obtained, usually in the form of damages (Black's Law Dictionary, 11th ed.)

Contracts

33 items

Obligations, remedies, trade instruments, and enforceable relationships.

Acceptance

Manifestation of assent to the terms of an offer, creating a binding contract once communicated to the offeror (Black’s Law Dictionary, 11th ed.)

Bailment

Delivery of goods by the bailor to the bailee for a specific purpose, with obligation to return or otherwise dispose of them (Black’s, 11th ed.)

Bill of Exchange

A written, unconditional order by one party directing another to pay a certain sum of money to a third party; an essential negotiable instrument in trade (Black’s, 11th ed.)

Bill of Lading

Document of title issued by a carrier acknowledging receipt of goods for shipment; evidences the contract of carriage (Black’s, 11th ed.)

Breach of Contract

Failure to perform a contractual duty, whether material or minor, entitling the nonbreaching party to remedies (Black’s, 11th ed.)

Carriage of Goods

The legal regime governing contracts for transport of goods by land, sea, or air; includes carrier’s duties and shipper’s obligations (Black’s, 11th ed.)

Caveat Emptor

Latin for “let the buyer beware”; principle that buyer assumes risk in a sale unless protected by warranty or statute (Black’s, 11th ed.)

Charter Party

A contract by which a shipowner agrees to lease a vessel or space to a charterer for transport of goods (Black’s, 11th ed.)

Consignment

A commercial arrangement where goods are delivered to an agent (consignee) for sale on behalf of the owner (consignor) (Black’s, 11th ed.)

Contract

A promise or set of promises enforceable by law; breach gives rise to a remedy; requires offer, acceptance, and consideration (Black’s, 11th ed.)

Customs Duty

A tariff or tax imposed on goods imported or exported; administered by customs authorities (Black’s, 11th ed.)

Damages

Monetary compensation awarded for loss or injury caused by breach of contract or tort; includes compensatory and consequential damages (Black’s, 11th ed.)

Delivery

Voluntary transfer of possession from one party to another; essential to sales and mercantile transactions (Black’s, 11th ed.)

Ex Works (EXW)

A mercantile term where the seller makes goods available at their premises; buyer bears all costs and risks thereafter (Black’s, 11th ed.)

Force Majeure

A clause excusing nonperformance due to extraordinary events beyond control, such as war, strikes, or natural disasters (Black’s, 11th ed.)

Guarantee

A contractual undertaking by a guarantor to answer for the debt or obligation of another if that party defaults (Black’s, 11th ed.)

Incoterms

Internationally recognised commercial terms published by ICC defining allocation of costs and risks in trade; referenced in Black’s (11th ed.)

Indemnity

An obligation to make good another’s loss; often arises from contractual allocation of risk (Black’s, 11th ed.)

Letter of Credit (LC)

Bank’s undertaking to pay a beneficiary on presentation of conforming documents; essential in international trade (Black’s, 11th ed.)

Liquidated Damages

A contractual sum agreed in advance as compensation for breach, enforceable if a reasonable forecast of harm (Black’s, 11th ed.)

Mercantile Law

The body of commercial law governing merchants and trade, including sales, negotiable instruments, insurance, and partnerships (Black’s, 11th ed.)

Misrepresentation

False statement of material fact made to induce contract; renders agreement voidable and may support damages (Black’s, 11th ed.)

Novation

Replacement of one contract with another, or substitution of a new party, extinguishing the original obligation (Black’s, 11th ed.)

Payment

Performance of a contractual monetary obligation; in trade, may be made by cash, negotiable instrument, or credit transfer (Black’s, 11th ed.)

Pledge

A bailment of goods as security for a debt or obligation; creditor has lien until repayment (Black’s, 11th ed.)

Price

The consideration paid or promised in exchange for goods or services; essential element of sale (Black’s, 11th ed.)

Rescission

Cancellation of a contract, restoring parties to their pre-contractual positions, often for fraud or mistake (Black’s, 11th ed.)

Sale of Goods

A contract whereby the seller transfers or agrees to transfer property in goods to the buyer for a price (Black’s, 11th ed.)

Security Interest

A property interest created by agreement to secure payment or performance of an obligation; includes liens and charges (Black’s, 11th ed.)

Setoff

A debtor’s legal right to reduce the amount of a claim by any sum the creditor owes to the debtor (Black’s, 11th ed.)

Surety

One who promises to answer for another’s debt or duty; differs from guarantor by being directly liable (Black’s, 11th ed.)

Title

Legal right of ownership in property; in mercantile law, refers to passage of title in goods from seller to buyer (Black’s, 11th ed.)

Warranty

A contractual assurance of fact, quality, or performance of goods; breach allows for damages or replacement (Black’s, 11th ed.)

Legal

35 items

Compliance, governance, obligations, and legal stewardship vocabulary; not legal advice.

Amendment

A contractual change agreed by the parties that alters terms or obligations; often documented as a written addendum (Black’s; 11th ed.)

Anti - Dumping Duty

A tariff imposed to counteract imports sold at less than fair value that injure domestic industry; trade-remedy measure (Black’s; 11th ed.)

Arbitration

Binding dispute resolution before neutral arbitrator(s) pursuant to an agreement to arbitrate; award is enforceable subject to limited review (Black’s; 11th ed.)

Boycott

Collective or governmental refusal to deal with a person; entity; or country; sometimes subject to anti - boycott laws and sanctions regimes (Black’s; 11th ed.)

Choice of Law Clause

A contractual provision selecting the governing law for interpretation and enforcement of the agreement (Black’s; 11th ed.)

CIF

Cost; Insurance; and Freight; a sale term under which the seller arranges carriage and minimum insurance to the named port; risk allocation defined by trade usage and instruments like UCC or Incoterms; term appears in Black’s (Black’s; 11th ed.)

Confidentiality Agreement

A contract obligating parties to protect and limit use or disclosure of non - public information; also called an NDA (Black’s; 11th ed.)

Consideration

Bargained - for exchange supporting a promise; a legal detriment or benefit that makes a contract enforceable (Black’s; 11th ed.)

Consignee

The person to whom goods are shipped and who is named in the bill of lading for delivery (Black’s; 11th ed.)

Consignor

The person who delivers goods to a carrier for shipment; shipper of record (Black’s; 11th ed.)

Due Diligence

A measure of prudence or investigation; commonly the inquiry undertaken before transactions to assess legal; financial; and compliance risks (Black’s; 11th ed.)

Embargo

A governmental prohibition or restriction on trade with a foreign nation or on specific goods; often enforced through sanctions (Black’s; 11th ed.)

Entire Agreement Clause

A merger clause stating that the written contract represents the whole agreement; superseding prior negotiations (Black’s; 11th ed.)

Force Majeure

A contractual clause excusing performance when extraordinary events beyond a party’s control prevent performance; e.g.; natural disasters; war; government action (Black’s; 11th ed.)

Forum Selection Clause

A contractual term designating the court or arbitral seat in which disputes must be brought; may be exclusive or nonexclusive (Black’s; 11th ed.)

Fraud

Knowing misrepresentation or concealment of material fact intended to induce reliance; causing damages; also covers deceit in commerce (Black’s; 11th ed.)

Governing Law

The body of law selected or applied to interpret a contract; resolve disputes; and determine remedies (Black’s; 11th ed.)

Injunction

A court order requiring a party to do or refrain from doing a particular act; used to prevent irreparable harm (Black’s; 11th ed.)

Insolvency

Financial condition in which liabilities exceed assets or debtor cannot pay debts as they come due; triggers bankruptcy or insolvency proceedings (Black’s; 11th ed.)

Intellectual Property

Intangible rights in creations of the mind; including patents; trademarks; copyrights; and trade secrets; frequently licensed in cross - border deals (Black’s; 11th ed.)

Jurisdiction

Power of a court to hear and decide a case; includes subject - matter and personal jurisdiction; significant in cross - border disputes (Black’s; 11th ed.)

Letter of Credit

A bank undertaking to pay the beneficiary upon compliant presentation of documents; facilitates international sales and allocates payment risk (Black’s; 11th ed.)

Limitation of Liability

A contractual cap or exclusion on damages or types of loss; subject to enforceability limits and public policy (Black’s; 11th ed.)

Most - Favored - Nation Treatment

A commitment to treat a party no less favorably than others; used in trade contexts and sometimes in commercial clauses (Black’s; 11th ed.)

Penalty Clause

A contractual sum intended to punish rather than compensate; generally unenforceable where characterised as a penalty rather than liquidated damages (Black’s; 11th ed.)

Representation; Warranty; Covenant

A representation states present or past fact; a warranty guarantees certain facts or quality; a covenant is a promise to act or refrain; each allocates risk and remedies (Black’s; 11th ed.)

Sanctions

Governmental measures; including trade; financial; and travel restrictions; used to influence or penalise states; entities; or persons (Black’s; 11th ed.)

Severability

A clause providing that if one provision is invalid; the remainder of the agreement continues in effect; preserving parties’ intent (Black’s; 11th ed.)

Specific Performance

An equitable remedy compelling performance of a contract; typically where goods or subject matter are unique; or damages are inadequate (Black’s; 11th ed.)

Subrogation

Substitution of one person in place of another with respect to a lawful claim; often insurers stepping into the insured’s rights after paying a loss (Black’s; 11th ed.)

Tariff; Customs Duty

A schedule of duties imposed on imported or exported goods; assessed by customs authorities; includes ad valorem and specific duties (Black’s; 11th ed.)

Termination for Convenience; for Cause

Contractual end of performance either without breach under a reserved right; or for specified breach; subject to notice; cure; and wind - down provisions (Black’s; 11th ed.)

Title; Risk of Loss

Legal ownership and the allocation of risk for damage to goods; often defined by shipment terms and delivery documents; reflected in commercial law usage captured in Black’s (Black’s; 11th ed.)

Trade Secret

Information deriving independent economic value from not being generally known and subject to reasonable secrecy measures; misappropriation is actionable (Black’s; 11th ed.)

Waiver

Intentional relinquishment of a known right; may be express or implied by conduct; often constrained by no - waiver clauses (Black’s; 11th ed.)

Partnerships

14 items

Collaborative structures, fiduciary duties, and value-sharing mechanisms.

Affiliate

A corporation or entity that is related to another by shareholdings or control, such as a parent, subsidiary, or common control company (Black’s Law Dictionary, 11th ed.)

Association

An organised body of persons joined together for a common purpose, without necessarily forming a corporation or partnership (Black’s, 11th ed.)

Consortium

A group of companies or financial institutions that participate jointly in a large project or loan, sharing risks and benefits (Black’s, 11th ed.)

Cooperation Agreement

An agreement where parties coordinate efforts on specific business or consultancy projects, without creating a separate legal entity (Black’s, 11th ed.)

Distribution Agreement

A contract by which a manufacturer or supplier authorises a partner to market and resell its goods or services in specified territories (Black’s, 11th ed.)

Fiduciary Relationship

A relationship in which one party is bound to act for the benefit of another, such as partners, trustees, or corporate officers, with duties of loyalty and care (Black’s, 11th ed.)

Independent Contractor

A person or entity engaged to perform services while maintaining control over the manner and means of performance, not an employee or partner (Black’s, 11th ed.)

Joint Venture

An association of persons or entities combining property, knowledge, and efforts to carry out a single business enterprise for profit, with shared risks (Black’s, 11th ed.)

Memorandum of Understanding (MoU)

A nonbinding record of terms between parties who intend to formalise a future agreement, often used in cross-border consultancy (Black’s, 11th ed.)

Service Agreement

A contract under which a consultant, contractor, or partner agrees to deliver specific services, with obligations defined by scope, fees, and performance standards (Black’s, 11th ed.)

Shareholder Agreement

An agreement among a company’s shareholders describing their rights, obligations, and management roles; used in joint ventures and consultancy entities (Black’s, 11th ed.)

Sponsorship Agreement

A partnership where one party supports another, financially or otherwise, in return for recognition or access to business opportunities (Black’s, 11th ed.)

Strategic Alliance

A cooperative arrangement between two or more independent firms to pursue agreed objectives while remaining separate legal entities (Black’s, 11th ed.)

Teaming Agreement

A pre-contract arrangement between companies to bid jointly on projects, setting out roles and responsibilities if the bid is successful (Black’s, 11th ed.)

Ethics

25 items

Normative concepts for integrity, stewardship, accountability, and public trust.

Altruism

Unselfish regard for or devotion to the welfare of others; contrasted with egoism (Black’s Law Dictionary, 11th ed.)

Care Ethics

An ethical perspective emphasising duties of care, empathy, and maintaining relationships, often contrasted with rule-based morality

Communitarianism

A political and moral theory that emphasises the responsibilities of the individual to the community, and prioritises shared values

Conflict of Interest

A situation in which a person’s duty to act in another’s interest is compromised by a competing personal or financial interest (Black’s, 11th ed.)

Confucian Ethics

A virtue-based philosophy stressing moral cultivation, harmony in social relations, and respect for roles and traditions

Contractualism

The ethical view that moral principles are those that free, rational individuals would agree to under fair conditions

Corporate Social Responsibility (CSR)

The concept that corporations have obligations beyond profit-making, including ethical duties to stakeholders, communities, and the environment

Cultural Relativism

The theory that moral judgments and norms are relative to cultural context and lack universal application

Divine Command Theory

The doctrine that what is morally right is what God commands, and what is wrong is what God forbids

Egoism

A theory holding that human conduct should be guided by self-interest; includes psychological and ethical egoism (Black’s, 11th ed.)

Ethical Pluralism

Recognition that more than one set of moral principles may be valid or applicable, depending on the context

Existentialist Ethics

Ethics emphasising freedom, authenticity, and responsibility of individuals in creating their own moral values

Fair Dealing

The duty to engage honestly and equitably in commercial transactions; often a standard in international trade law

Fiduciary Duty

The highest standard of care, requiring loyalty and good faith by fiduciaries such as directors or trustees toward beneficiaries (Black’s, 11th ed.)

Humanism

A philosophy prioritising human welfare, values, and dignity, grounded in reason rather than divine authority

Kantian Ethics

A deontological theory requiring actions to be based on duty and universal moral law rather than consequences

Libertarianism

A political philosophy prioritising individual liberty, free markets, and minimal governmental interference

Moral Particularism

The denial of absolute moral principles; judgments must depend entirely on context and circumstances

Pragmatic Ethics

A dynamic ethical approach assessing morality by its practical outcomes and adaptability to changing contexts

Professional Ethics

Standards governing conduct of members of a profession, emphasising integrity, competence, and avoidance of conflicts of interest

Research Integrity

Commitment to honesty, accuracy, transparency, and accountability in conducting and reporting scientific or academic research

Responsibility

A duty or obligation to act in accordance with law, morality, or contractual commitment; entails accountability for consequences (Black’s, 11th ed.)

Rule Utilitarianism

The doctrine that actions are right if they accord with rules whose general observance produces the greatest happiness

Utilitarianism

The doctrine that actions are right if they produce the greatest happiness for the greatest number

Virtue Ethics

An ethical system focused on the cultivation of virtuous character traits such as honesty, courage, and integrity

Conflicts

17 items

Negotiation, mediation, arbitration, settlement, and non-adversarial resolution.

Alternative Dispute Resolution (ADR)

A collective term for methods of resolving disputes outside courts, including negotiation, mediation, conciliation, and arbitration (Black’s, 11th ed.)

Arbitral Award

A final decision issued by an arbitral tribunal; may be subject to recognition or enforcement under treaties like the New York Convention (Black’s, 11th ed.)

Arbitration Agreement

A contract clause or separate agreement by which parties commit to resolve disputes by arbitration (Black’s, 11th ed.)

Bargaining

The process of discussion and compromise in order to reach terms of agreement (Black’s, 11th ed.)

Collective Negotiation

Negotiation between groups or representatives, common in labour and trade disputes, but also in joint ventures (Black’s, 11th ed.)

Conciliation

A nonbinding dispute-resolution process in which a neutral third party improves communication and proposes solutions, but parties decide outcome (Black’s, 11th ed.)

Counteroffer

A response to an offer that modifies terms, thereby rejecting the original offer and proposing new terms (Black’s, 11th ed.)

Enforcement of Award

The legal process by which an arbitral award or mediation agreement is recognised and executed in domestic or foreign courts (Black’s, 11th ed.)

Facilitation

A consensual process in which a neutral helps parties identify issues and explore solutions without imposing decisions (Black’s, 11th ed.)

Good Faith Negotiation

The duty to bargain honestly, fairly, and sincerely with the intent to reach agreement (Black’s, 11th ed.)

Letter of Intent (LOI)

A document recording parties’ preliminary agreement on major terms, often subject to negotiation and not binding unless expressly so (Black’s, 11th ed.)

Lien

A legal right or interest that a creditor has in another’s property, usually to secure payment of a debt (Black’s, 11th ed.)

Mediation

A method of dispute resolution involving a neutral third party who assists parties in reaching a voluntary, nonbinding agreement (Black’s, 11th ed.)

Mediation Settlement Agreement

A written record of parties’ resolution in mediation; enforceable in some jurisdictions by contract or statute (Black’s, 11th ed.)

Rescission

Cancellation of a contract and restoration of parties to pre-contract position, available for fraud, mistake, or misrepresentation (Black’s, 11th ed.)

Seat of Arbitration

The legal jurisdiction chosen as the procedural home of the arbitration, determining applicable law and court oversight (Black’s, 11th ed.)

Settlement Agreement

A negotiated resolution of a dispute; often includes releases, payments, or performance obligations (Black’s, 11th ed.)

Education

51 items

Knowledge, learning, cognition, mentoring, and systems thinking terms.

Adaptability

The capacity to adjust effectively to changing conditions, environments, or expectations

Adversity

A state of hardship or difficulty that requires resilience and adaptive response in learning or decision-making

Agency

The capacity of an individual to act independently, make choices, and influence outcomes

Awareness

Conscious perception and understanding of internal states, external context, or social environment

Biological Stress

The physiological and biochemical response of an organism to internal or external demands that disturb equilibrium

Bloom’s Taxonomy

A hierarchical classification of cognitive learning objectives (remembering, understanding, applying, analysing, evaluating, creating); widely used in educational design

Cognitive Load

The total amount of mental effort being used in working memory; important in instructional design

Comfort

A psychological state of ease, safety, or confidence in a given environment or activity

Community

A group of individuals bound by shared goals, mutual learning, or collective practice

Context

The circumstances or background that give meaning to an action, concept, or statement

Courage

The willingness to confront fear, difficulty, or uncertainty in pursuit of goals or learning

Creativity

The ability to generate original and valuable ideas or solutions

Critical Thinking

Disciplined reasoning that evaluates evidence, arguments, and assumptions to reach justified conclusions

Discipline

A field of study or practice; also self-control and adherence to standards

Empathy

The ability to recognise, understand, and share the feelings and perspectives of others

Epistemology

The philosophical study of knowledge, including its nature, sources, and limits

Experience

Practical knowledge or skill gained through participation and observation

Experimentation

A systematic process of testing hypotheses or procedures to observe, validate, or discover knowledge

Exploration

The investigation of unfamiliar ideas or environments to gain knowledge or insights

Friendship

A trusted interpersonal relationship based on mutual respect, support, and affinity

Grammar

The structural rules of language governing syntax, morphology, and expression

Hermeneutics

The methodology of interpretation, especially of texts, symbols, or discourse

Heuristics

Simplified strategies or mental shortcuts used for decision-making and problem-solving

Innovation

The process of creating and applying new ideas, methods, or technologies

Intellectual Mobility

The ability to adapt, transfer, and apply knowledge flexibly across different contexts or disciplines

Intuition

Immediate understanding without conscious reasoning, often grounded in experience

Learning Curve

A graphical representation of how performance improves with experience or practice

Literature

Written or oral works valued for intellectual, cultural, or artistic significance

Meaning

The significance, purpose, or sense derived from experiences or symbols

Mentor

An experienced individual who provides guidance, feedback, and encouragement

Mentoring

The interactive process of support and guidance between a mentor and mentee

Mentorship

The formal or informal relationship in which mentoring occurs

Metacognition

Awareness and regulation of one’s own thinking and learning processes

Ontology

The study or classification of entities and their relationships within a system of knowledge

Pathways

A structured educational programme offering sequential learning experiences

Philosophy

The systematic study of fundamental questions regarding existence, values, reason, and language

Prescience

Foresight; the ability to anticipate or predict future events

Presence

The state of being engaged and attentive, projecting awareness and confidence

Problem-Solving

The process of identifying, analysing, and resolving issues through reasoning or experimentation

Programme

A structured set of planned activities or curriculum designed to achieve learning goals

Project

A defined task or initiative undertaken to achieve specific learning or research outcomes

Psychology

The scientific study of mental processes and behaviour, including cognitive, emotional, and social dynamics

Resilience

The ability to recover quickly from setbacks and adapt to challenges

Science

The systematic pursuit of knowledge through observation, experimentation, and reasoning

Semantics

The study of meaning in language, symbols, and signs

Support

Resources, encouragement, or assistance provided to promote success

Syntax

The arrangement of words and structures in language to convey meaning

Systems Thinking

A holistic approach to problem-solving that views issues as parts of an interconnected system

Taxonomy

A systematic classification framework, often hierarchical, for organising concepts

Tests

Structured assessments used to evaluate knowledge, performance, or compliance

Values

Core moral or cultural principles guiding judgement and behaviour

Design / Mathematics

85 items

Mathematical structures, models, notation, and design reasoning objects.

Lp Space

Equivalence classes of measurable functions with finite p–norm; Banach for 1 ≤ p < ∞

σ–Algebra

A collection closed under complements and countable unions; supports measurable sets

Algebraic Structure

A set equipped with operations satisfying axioms; e.g. groups; rings; fields; modules

Analytic Function

Complex differentiable on a domain; power series expansion; rigidity phenomena

Banach Space

A complete normed vector space; supports Hahn–Banach; open mapping; and duality

Bifurcation

Qualitative change in solution structure as a parameter varies; folds; Hopf; period doubling

Bounded Operator

A continuous linear map between normed spaces; has finite operator norm

Brownian Motion

Continuous time Gaussian Markov process with independent increments; Ito integral foundation

Calculus of Variations

Extrema of functionals; Euler–Lagrange equations; basis for weak formulations

Category; Functor

Objects and morphisms with composition; functors preserve structure between categories

Cauchy Integral Formula

Values of an analytic function determined by boundary integral; yields estimates

Central Limit Theorem

Properly normalised sums converge in distribution to a normal law under broad conditions

Chaos

Sensitive dependence; topological mixing; dense periodic points; typical in nonlinear maps

Compact Operator

Maps bounded sets to relatively compact sets; discrete spectra in many settings

Compactness

Every open cover admits a finite subcover; yields extreme value and convergence results

Conditioning; Stability

Sensitivity of solutions to data; stability of algorithms under perturbations

Connectedness

A space not decomposable into two disjoint nonempty open sets; underlies path behaviour

Consistency; Convergence

Discretisations approximate continuous models; Lax equivalence for linear well posed problems

Convex Function

Epigraph is convex; subgradients; Jensen’s inequality; dual representations

Differentiable Manifold

A Hausdorff; second countable space locally like Rn with smooth transition maps

Distribution; Generalised Function

Continuous linear functional on test functions; extends differentiation and PDE solutions

Dominated Convergence Theorem

Interchanges limit and integral under domination by an integrable function

Duality

Primal–dual pairs; weak and strong duality; saddle points; certificates of optimality

Dynamic Programming

Optimal substructure; Bellman equations; value iteration in sequential decision problems

Eigenvalue; Eigenvector

Ax=λ x; spectral quantities governing stability; modes; and response

Entropy

Shannon measure of uncertainty; links to coding; inference; and statistical mechanics

Equivalence Relation

A relation that is reflexive; symmetric; transitive; partitions a set into equivalence classes

Ergodic Theorem

Time averages equal space averages under ergodicity; links dynamics and probability

Expectation; Variance

Mean and dispersion of a random variable; central to risk and uncertainty

Filtration; Stopping Time

Growing information sets; stopping times measurable with respect to filtrations

Finite Difference Method

Grid based approximations of derivatives; order; stability; CFL type conditions

Finite Element Method

Variational discretisation using basis on meshes; error estimates; adaptivity

Fourier Transform

Integral transform mapping convolution to multiplication; central in analysis and PDE

Fubini–Tonelli Theorems

Criteria for exchanging order of integration and summation on product spaces

Function

A rule assigning to each element of a domain exactly one element of a codomain

Game Theory; Nash Equilibrium

Strategic interaction; equilibria where no player gains by unilateral deviation

Geodesic

Curve locally minimising length with respect to a Riemannian metric; satisfies geodesic equation

Graph

Vertices and edges modelling pairwise relations; degree; paths; cycles; connectivity

Group

A set with associative operation; identity; inverses; symmetry and invariants

Hahn–Banach Theorem

Extends bounded linear functionals; yields separation and duality principles

Hausdorff Space

Any two distinct points have disjoint neighbourhoods; ensures separated limits

Hilbert Space

A complete inner product space; geometry via orthogonality; projections; spectral theorems

Iterative Solvers

Krylov subspace methods; preconditioning; multigrid for large sparse systems

Ito Calculus

Integration and stochastic differential equations with respect to semimartingales

KKT Conditions

First order optimality for constrained convex programmes; generalises Lagrange multipliers

Kullback–Leibler Divergence

Asymmetric measure of separation between probability laws; convexity and variational forms

Lagrange Multipliers

Stationarity with constraints via Lagrangian; primal feasibility; complementary slackness

Law of Large Numbers

Sample averages converge to the mean under mild assumptions; weak and strong forms

Lebesgue Integral

Integral defined via simple functions and measure; enables convergence theorems

Lie Group; Lie Algebra

Smooth group with compatible manifold structure; algebra from left invariant vector fields

Linear Operator

A linear map between vector spaces; often represented by a matrix in finite dimensions

Lyapunov Stability

Qualitative stability via Lyapunov functions; asymptotic and exponential variants

Markov Process

Future depends on present state only; transition semigroups; generators; equilibrium

Martingale

Adapted process with constant conditional expectation; optional stopping; inequalities

Max–Flow Min–Cut

Equality of maximum flow value and minimal cut capacity in networks; duality manifestation

Measurable Function

A function whose preimages of Borel sets are measurable; integrates via Lebesgue theory

Measure

A countably additive set function; generalises length; area; probability

Metric Space

A set with a distance satisfying positivity; symmetry; triangle inequality

Module

Generalises vector spaces by allowing scalars from a ring; central to linear representations

Monte Carlo Method

Random sampling for numerical integration and simulation; variance reduction schemes

Natural Transformation

A morphism between functors; expresses canonical comparison of constructions

Ordinary Differential Equation

Equation involving derivatives with respect to one variable; initial value problems

Partial Differential Equation

Relations among partial derivatives of multivariate functions; elliptic; parabolic; hyperbolic

Partial Order

A reflexive; antisymmetric; transitive relation; defines posets and lattices

Plancherel Theorem

Isometry of L2 under Fourier transform; energy preserved between domains

Probability Space

(Ω, F, P) with sample space; σ–algebra; probability measure

Random Variable

Measurable map from Ω to a measurable space; induces a distribution

Relation

A subset of a Cartesian product; encoding pairwise associations such as order or equivalence

Residue

Coefficient of 1/(z − z0) in Laurent expansion; computes contour integrals

Riemannian Metric

Smooth inner product on tangent spaces; geodesics; curvature; comparison theorems

Riesz Representation

Identifies duals of certain function spaces; e.g. H and H* via inner product

Ring; Field

A ring has two operations with distributivity; a field has multiplicative inverses for nonzero elements

Set

A well specified collection of objects; the basic carrier for mathematical structures

Singular Value Decomposition

Factorisation A=U V*; reveals rank; conditioning; principal directions

Sobolev Space

Function space with weak derivatives in Lp; controls regularity of PDE solutions

Spanning Tree

A cycle free connected subgraph containing all vertices; minimal connectors

Spectral Radius

r(A)=|λ|; key to convergence of iterations and stability of dynamical schemes

Spectral Theorem

Diagonalisation of normal operators on Hilbert spaces via spectral measures

State Space Control

Linear systems x=Ax+Bu; controllability; observability; feedback design

Subgradient; Proximal Map

Generalised gradients for nonsmooth convex functions; proximal operators for splitting

Tangent Space; Vector Field

Linearisation of a manifold at a point; derivations; flows of vector fields

Tensor; Tensor Product

Multilinear objects and their universal construction; encodes coupling of spaces

Topological Space

A set with a topology of open sets; capturing continuity abstractly

Vector Space

An abelian group with scalar multiplication over a field; supporting linear combinations

Weak Solution

Solution notion defined via testing against smooth functions; accommodates irregular data

Technical

26 items

Systems, software, standards, integration, and reliability vocabulary.

Access Control

Measures to ensure that only authorised users are allowed to use information systems, services, and resources (ISO~27001)

Asset

Anything that has value to the organisation and must therefore be protected, including information, software, hardware, services, and people (ISO~27001)

Audit

A systematic, independent, documented process for obtaining objective evidence and evaluating it against criteria (ISO~9001, ISO~27001)

Certification

Third-party attestation that an organisation’s management system conforms to requirements of a standard (ISO~9001, ISO~27001)

Competence

Ability to apply knowledge and skills to achieve intended results in processes and products (ISO~9001)

Continual Improvement

Recurring activity to enhance performance and management system effectiveness (ISO~9001, ISO~27001)

Corrective Action

Action to eliminate the cause of nonconformity and prevent recurrence (ISO~9001)

Information Security

Preservation of confidentiality, integrity, and availability of information (ISO~27001)

Integrity

Accuracy and completeness of information and assets (ISO~27001)

Interested Party

A person or organisation that can affect, be affected by, or perceive itself to be affected by a decision or activity (ISO~9001, ISO~27001)

Management System

A set of interrelated or interacting elements of an organisation to establish policies, objectives, and processes (ISO~9001, ISO~27001)

Monitoring

Determining the status of a system, process, or activity (ISO~9001, ISO~27001)

Nonconformity

Non-fulfilment of a requirement (ISO~9001, ISO~27001)

Objective Evidence

Data supporting the existence or verity of something (ISO~9001)

Performance Evaluation

Determination of the effectiveness of a management system through monitoring, measurement, analysis, and evaluation (ISO~9001)

Policy

Intentions and direction of an organisation as formally expressed by top management (ISO~9001, ISO~27001)

Preventive Action

Action taken to eliminate the cause of a potential nonconformity (ISO~9001)

Process

A set of interrelated or interacting activities that transforms inputs into outputs (ISO~9001)

Requirement

A need or expectation that is stated, generally implied, or obligatory (ISO~9001, ISO~27001)

Scope

Boundaries and applicability of the management system (ISO~9001, ISO~27001)

Statement of Applicability (SoA)

Documented statement describing control objectives and controls relevant to the organisation (ISO~27001)

Supplier

Organisation or person that provides a product or service (ISO~9001)

Top Management

Person or group of people who direct and control an organisation at the highest level (ISO~9001, ISO~27001)

Traceability

Ability to trace the history, application, or location of an item through recorded identification (ISO~9001)

Validation

Confirmation that requirements for a specific intended use or application have been fulfilled (ISO~9001)

Verification

Confirmation that specified requirements have been fulfilled (ISO~9001)

Risk

39 items

Uncertainty, hazard, assurance, safety, resilience, likelihood, and consequence.

Risk

Effect of uncertainty on objectives [ISO/IEC 15026-3:2015; ISO/IEC TS 24748-1:2016; ISO/IEC/IEEE 15288:2015]. Combination of the probability of an abnormal event or failure and the consequence(s) of that event or failure to a system’s components, operators, users, or environment [IEEE 1012-2012]. Combination of the probability of an event and its consequence [ISO/IEC 16085:2006]. Measure that combines both the likelihood that a system hazard will cause an accident and the severity of that accident [IEEE 1228-1994 (R2002)]. Function of the probability of occurrence of a given threat and the potential adverse consequences of that threat’s occurrence [ISO/IEC 25010:2011]. Combination of the probability of occurrence and the consequences of a given future undesirable event [IEEE 1012-2012]. Uncertain event or condition that, if it occurs, has a positive or negative effect on one or more project objectives [PMBOK Guide, Fifth Edition]. [SOURCE: ISO Guide 73:2009]

Risk Action Request

Recommended treatment alternatives and supporting information for one or more risks determined to be above a risk threshold [ISO/IEC 16085:2006]

Risk Analysis

Process of examining identified risk factors for probability of occurrence, potential loss, and potential risk-handling strategies

Risk Appetite

The degree of uncertainty an entity is willing to take on, in anticipation of a reward [PMBOK Guide, Fifth Edition]

Risk Audit

Examination and documentation of the effectiveness of risk responses in dealing with identified risks and their root causes, as well as the effectiveness of the risk management process [PMBOK Guide, Fifth Edition]

Risk Avoidance

Course of action that removes a risk factor from further consideration. A risk response strategy whereby the project team acts to eliminate the threat or protect the project from its impact [PMBOK Guide, Fifth Edition]

Risk Breakdown Structure (RBS)

A hierarchical representation of risks according to their risk categories [PMBOK Guide, Fifth Edition]

Risk Categorisation

Organisation by sources of risk (e.g., using the RBS), the area of the project affected (e.g., using the WBS), or other useful category (e.g., project phase) to determine the areas of the project most exposed to the effects of uncertainty [PMBOK Guide, Fifth Edition]

Risk Category

A group of potential causes of risk [PMBOK Guide, Fifth Edition]

Risk Criteria

Terms of reference by which the significance of risk is assessed [ISO/IEC 16085:2006]. Terms of reference against which the significance of a risk is evaluated [ISO/IEC 15026-3:2015]

Risk Data Quality Assessment

Technique to evaluate the degree to which the data about risks is useful for risk management [PMBOK Guide, Fifth Edition]

Risk Exposure

Potential loss presented to an individual, project, or organisation by a risk [ISO/IEC 16085:2006]. Function of the likelihood that the risk will occur and the magnitude of the consequences of its occurrence [ISO/IEC 16085:2006]. Product of probability times potential loss for a risk factor

Risk Factor

Potential problem that would be detrimental to a planned activity, project, or program, characterised by the probability of problem occurrence and a potential loss if the problem occurs

Risk Handling

Course of action taken in response to a risk factor, including acceptance, avoidance, transfer, and mitigation

Risk Identification

Organised, systematic approach to determining the risk factors associated with a planned activity, project, or program

Risk Leverage Factor (RLF)

RLF = (REB – REA)/RMC, where REB is risk exposure before mitigation, REA is risk exposure after mitigation, and RMC is the mitigation cost

Risk Management

Organised process for identifying and handling risk factors. Analytic process to identify what might cause harm or loss; assess and quantify risks; and develop or implement approaches to prevent or handle causes of risk [ISO/IEC 16085:2006; PMBOK Guide, Fifth Edition]

Risk Management Plan

Description of how the elements and resources of the risk management process will be implemented within an organisation or project [ISO/IEC 16085:2006]. Component of the management plan that describes how risk management activities will be structured and performed [PMBOK Guide, Fifth Edition]

Risk Management Process

Continuous process for systematically identifying, analysing, treating, and monitoring risk throughout the life cycle of a product or service [ISO/IEC 16085:2006]

Risk Management System

Set of elements of an organisation’s management system concerned with managing risk [ISO/IEC 16085:2006]

Risk Metric

Objective measure associated with a risk factor to be mitigated

Risk Mitigation

A risk response strategy whereby the project team acts to reduce the probability of occurrence or impact of a risk [PMBOK Guide, Fifth Edition]

Risk Monitoring and Control

Tracking identified risks, monitoring residual risks, identifying new risks, executing response plans, and evaluating effectiveness throughout the project life cycle

Risk Profile

Chronological record of a risk’s current and historical state information [ISO/IEC 16085:2006]

Risk Reassessment

Identification of new risks, reassessment of current risks, and the closing of outdated risks [PMBOK Guide, Fifth Edition]

Risk Reduction

Reducing the probability and/or potential impact of a risk factor

Risk Reduction Measure

Steps taken to reduce or mitigate risk [ISO/IEC 15026-3:2015]

Risk Register

Document in which the results of risk analysis and risk response planning are recorded [PMBOK Guide, Fifth Edition]

Risk Source

Element that, alone or in combination, has the intrinsic potential to give rise to risk [ISO/IEC 15026-3:2015]

Risk State

Current project risk information relating to an individual risk [ISO/IEC 16085:2006]

Risk Threshold

Measure of the level of uncertainty or impact at which a stakeholder may have a specific interest [PMBOK Guide, Fifth Edition; ISO/IEC 16085:2006]

Risk Tolerance

The degree, amount, or volume of risk that an organisation or individual will withstand [PMBOK Guide, Fifth Edition]

Risk Transfer

Transferring responsibility for managing a risk factor to another organisation or functional entity better able to mitigate it

Risk Transference

Risk response strategy whereby the project team shifts the impact of a threat to a third party, together with ownership of the response [PMBOK Guide, Fifth Edition]

Risk Treatment

Process of selection and implementation of measures to modify risk [ISO/IEC 16085:2006]. Means of modifying risk. Process to eliminate risk or reduce it to a tolerable level [ISO/IEC 15026-3:2015]

Risk Trigger

Predetermined threshold value of a risk metric that triggers invocation of a contingency plan when the metric crosses the threshold

Risk Urgency Assessment

Review and determination of the timing of actions which may need to occur sooner than other risk items [PMBOK Guide, Fifth Edition]

Risk-Based Testing

Testing in which the management, selection, prioritisation, and use of testing activities and resources are consciously based on analysed risk [ISO/IEC/IEEE 29119-1:2013]

Risk-Free MARR

Minimum attractive rate of return (MARR) that has not been adjusted to address risk, because the risk is considered insignificant in the decision analysis