Absolute Business Value Units
ABVUAn analytical lens focusing on the total scale of value generated by a team to identify where net value is actually created across the enterprise.
Full glossary of operational terms, methodologies, and framework definitions.
An analytical lens focusing on the total scale of value generated by a team to identify where net value is actually created across the enterprise.
The specific conditions that a product or service must meet to be accepted by a customer or stakeholder. Acceptance criteria define what is necessary for a project to be considered complete and successful.
A software team documents that a new login feature must load within two seconds, support MFA, and pass all QA checks before it is accepted.
The specific pressures (metrics, rewards, punishments) for which a leader is held personally responsible, which directly shape their risk calculus and decision-making, often prioritizing short-term proxy optimization over long-term systemic health.
A company's obligation to pay off short-term debts to its creditors or suppliers. Recorded as a liability on the balance sheet and includes invoices and bills the company needs to pay.
An A2 is the M&A breakdown of a customer order. A1s are individual components or project goals that contribute to the overall customer specification (C2). All 2-level specifications are based upon the customer specification (C2) and are components of the C2 they support.
The process of acquiring new companies or assets and integrating them into the existing organizational structure. The focus is on aligning operations, cultures, and systems to ensure a seamless transition and maximize value from the acquisition.
The strategic mechanism of using BVU analysis to identify high-volume, low-value work efforts within a team's mandate. This allows management to surgically shift resources away from inefficient processes to focus strictly on activities that deliver the greatest BVU return.
A team uses BVU analysis to discover that 40% of its effort goes to low-value reporting tasks, then reallocates that capacity to higher-return client-facing work.
The financial and operational model within higher education where capital allocation is directed toward non-instructional administrative functions, physical amenities, and managerial overhead, inflating costs while diluting the instructional mission.
A specification for the encryption of electronic data established by the National Institute of Standards and Technology (NIST) in 2001. AES is a symmetric-key algorithm used globally, with the same key employed for both encrypting and decrypting data.
All post-call activities that call center agents engage in after completing an interaction with a customer. This includes updating systems, completing forms, and any other administrative tasks required before taking the next call. Also known as Wrap-Up Time or Post-Call Work.
View After-Call WorkThe desired end-state of effective Incentive Architecture, where the most personally beneficial course of action for a Rational Actor is also the course of action that creates the greatest value, resilience, and strategic advancement for the organization as a whole.
A subsidiary of Amazon providing on-demand cloud computing platforms and APIs to individuals, companies, and governments. AWS offers a variety of services including computing power, storage, and databases.
The cognitive process of breaking down complex information, systems, or problems into constituent parts to understand their structure, relationships, and underlying principles. This skill enables leaders to identify critical leverage points, deconstruct competitor strategies, and diagnose root causes.
View AnalysisThe amount of predictable and recurring revenue that a company expects to generate on an annual basis from its customers. ARR is a key metric for subscription-based businesses.
The structural property of the I-O system where operational failures are isolated, ensuring the overall architecture becomes more resilient by confining local issues and preventing cascading system failure.
View Antifragile ArchitectureThe cognitive process of utilizing existing knowledge, theories, or models in new, unfamiliar, or practical contexts. This skill allows leaders to transfer lessons from one domain to another and implement solutions effectively.
A set of practices and tools used to monitor and manage the performance and availability of software applications. APM aims to detect and diagnose complex application issues to maintain optimal user experience.
View Application Performance ManagementThe marginalization of experiential, hands-on learning within the core curriculum, where initiatives like internships or capstones are treated as supplementary activities assessed by academic rather than real-world performance rubrics.
The formal documentation of Input-Output (I-O) Model boundaries between teams, including defined Work Units, Quality Bars, and prioritization rules.
The state of an organization's operating model resulting from a historical accumulation of ad-hoc decisions rather than intentional design. This lack of a coherent blueprint is the primary barrier to implementing parallel career tracks like the Mastery Track.
View Architectural IncoherenceGeographic region designation for Asia and the Pacific, used in organizational and reporting structures.
View Asia-PacificA manufacturing process in which parts are added to a product in a sequential manner using a conveyor system. Designed to be efficient and standardized, enabling mass production.
The series of steps in the assembly line where each worker or machine performs a specific task repeatedly, contributing to the final product. PMG uses an ALP to assign tasks across administrative or QA teams.
View Assembly Line ProcessThe average amount of time it takes for customer support to resolve a ticket. Also known as Average Time to Resolution or Mean Time to Resolution (MTTR), calculated by dividing total resolution time by the number of tickets solved.
A metric used to measure the average revenue generated per user or unit. Commonly used in the telecommunications and technology sectors to assess the financial performance of services and products.
One of the two dimensions defining a leadership role, representing the degree of formal control an individual has over resources, people, and decision-making.
View Axis of AuthorityOne of the two dimensions defining a leadership role, representing the horizon of time for which an individual is held accountable for outcomes and strategic consequences.
View Axis of Temporal ResponsibilityA financial statement that summarizes a company's assets, liabilities, and shareholders' equity at a specific point in time, providing insights into the financial position of the business.
Questions used in the hiring process to determine if a candidate's skills, experience, and values align with the company's needs and culture.
The mistaken belief that widely adopted, standardized methods represent an optimal, final, and universally applicable solution. In reality, these are average solutions from a past context that ensure baseline compliance but actively hinder innovation and strategic differentiation.
A firm mandates a single project management methodology across all engagements, preventing teams from adapting to client-specific contexts and suppressing higher-value approaches.
The operational drive within large institutions to prioritize administrative scalability, risk mitigation, and procedural uniformity, resulting in standardized outcomes that incentivize compliance over intellectual exploration.
Refers to the standard day-to-day operations within a business. BAU activities are routine tasks that maintain the business's ongoing functions.
View Business As UsualIn the context of HIPAA regulations in the U.S., a BAA is a contract between a HIPAA-covered entity and a vendor that ensures the vendor will protect sensitive patient health information according to HIPAA requirements.
A division within a company that operates semi-independently, often focusing on a specific market or product line. Each business unit has its own strategy and objectives. PMG operates different BUs either as a result of their commercial strategy or by location, generally denoted in the format PMG [Region].
View Business UnitThe estimated worth or benefit that a project, product, or service brings to an organization. Business value can be measured in terms of financial gain, market share, customer satisfaction, or other key performance indicators.
View Business ValueThe fundamental, normalized metric that represents a single, abstracted unit of organizational value. The BVU serves as the common denominator for all outputs across the enterprise, transforming support functions from generalized cost centers into measurable, auditable value producers.
A legal team's BVU output is calibrated so that one contract reviewed equals one BVU, making its contribution directly comparable to a sales team's revenue-generating activities.
The arbitrary base unit (e.g., $100 or 1 personnel hour) chosen during the calibration phase to anchor a Business Value Unit model.
View BVU DenominationA key operational metric that quantifies performance by dividing total BVU output by the team's total operational spend or time. This calculation accounts for disparities in staff cost and utilization, precisely identifying where personnel investment yields the highest measurable return.
The mechanism within the PMG Intelligence Platform that updates organization-specific variables from real project outcomes over time.
View Calibration LoopThe error of conflating the skills required to perform an organization's core professional work (e.g., medicine, engineering) with the entirely distinct skills required to lead and synthesize across the entire organization as an executive.
A document that provides evidence of insurance coverage.
The live record of what a consultant is authorized to deliver based on their completed certifications for specific PMG Work Units and skills.
A CIV Problem represents a significant challenge faced by a customer, categorized into three parts: Challenging Problems (difficult to address independently), Important Problems (critical issues influencing competitive decisions), and Valuable Problems (whose solutions provide direct financial benefits).
A one-on-one meeting between an individual contributor and their manager to discuss performance metrics, goals, and plans, along with other relevant topics.
PMG's unified platform for managing learning paths, training modules, and certification records for all consultants and licensees.
Short for Client, used as a prefix to indicate that a specification is related to a customer product. Specifications are categorized by abstraction level: C3 (Strategy/Guidance), C2 (Architectural Decisions), C1 (Implementation Decisions).
Refers to the end of the business day, typically 5pm, depending on the business.
The essential process in leadership development where an individual must shift their mindset from task execution and personal achievement to systemic synthesis, temporal discipline, and owning collective outcomes.
View Cognitive ReframingThe deliberate design and application of mental models, frameworks, and higher-order thinking skills to process information, solve problems, and make decisions. It positions advanced cognition as a core competitive advantage and organizational infrastructure.
View Cognitive StrategyThe performance limit imposed by an over-reliance on Standard Practices. While ensuring regulatory and operational safety, this focus creates an artificial ceiling that prevents an organization from achieving true strategic differentiation or market leadership.
A document prepared by M&A advisory firms or investment bankers in sell-side engagements. It markets a business to potential buyers and includes financial analyses, historical results, and future projections, guiding the buyer's decision-making process.
A dysfunctional cultural behavior where the appearance of agreement and collaboration is maintained to avoid conflict or accountability, while genuine dissent, critical feedback, or hard truths are suppressed.
A system of geographically distributed servers that deliver web content to users based on their location, enhancing availability and performance by bringing content closer to end-users.
A framework for visualizing software architecture through hierarchical abstractions and diagrams. Includes software systems, containers, components, and code. Supports communication, onboarding, architecture reviews, risk identification, and threat modeling.
An ongoing effort to enhance products, services, or processes. These improvements can be incremental over time or breakthrough changes.
The revenue that a company expects to receive every month from ongoing contractual agreements.
View Contracted Monthly Recurring RevenueIn computer science, an entity that manages other objects. Can range from simple objects to complex systems like PID control loops, fuzzy logic inference engines, expert systems, neural network simulators, state-based systems, or algorithmic systems.
The property of a system or series of actions where incremental, directionally aligned efforts compound over time to produce a stable, finite, and positive outcome. Represents sustainable growth, risk containment, and the achievement of strategic goals through disciplined consistency.
Proven methodologies, frameworks, or architectures that solve universal systemic problems and are transferable across industry domains, but are often ignored due to an overemphasis on industry-specific domain experience.
View Convergent SolutionsPMG's commitment to intervene at the corporate level if an Active Management engagement fails to meet its defined KPIs.
View Corporate Performance GuaranteeA cost optimization specification focuses on identifying cost-saving opportunities for a customer or business. It typically involves resource allocation, process adjustments, and automation efforts across the organization to reduce costs.
View Cost Optimization SpecificationA cost reduction specification focuses on identifying opportunities to reduce expenses for a single product or unit. This typically involves optimizing resource allocation or migration without requiring changes to core processes, infrastructure, or code.
View Cost Reduction SpecificationA metric for comparing investment efficiency, calculated as the total operational cost for a period divided by the total BVUs produced.
The initial financial calculation derived by dividing a team's total operational cost over a defined period by the total number of normalized BVUs produced. Establishes the baseline cost efficiency for comparative analysis across different functional areas.
View Cost-Per-BVU BaselineThe strategic practice of importing methodologies, technologies, or mental models from unrelated sectors to solve persistent problems or create new opportunities within one's own industry. This bypasses the isomorphic constraints of sector-specific best practices.
View Cross-Industry InnovationMeasures the total expense incurred to acquire a new customer. Includes costs related to sales, marketing, property, and equipment used to attract customers to purchase a product or service.
View Customer Acquisition CostEncompasses all interactions a customer has with a company and its products or services throughout the customer lifecycle.
Involves strategies and technologies used by companies to oversee and track all interactions with a customer to improve their overall experience.
View Customer Experience ManagementStrategies, practices, and technologies used by companies to manage and analyze customer interactions and data throughout the customer lifecycle, with the goal of improving customer service relationships and retaining customers.
A metric that indicates how satisfied customers are with a company's products or services, measured through customer feedback and expressed as a percentage.
An X2 is the customer breakdown of a customer order. X1s are individual components or project goals that contribute to the overall customer specification (C2). All 2-level specifications are based upon the customer specification (C2) and are components of the C2 they support.
View Customer SpecificationThe function responsible for managing customer relationships post-sale, resolving issues, and ensuring long-term customer success.
A precise juncture in time when existing processes, playbooks, technologies, or systems are deprecated. Based on the principle that a singular, radical change moment followed by a brief period of uncertainty is less disruptive than numerous ongoing instances of small changes.
View Cut-Off MomentA defined, singular point in time when old systems, policies, or practices are officially deprecated and new, intentionally designed ones are launched enterprise-wide. This strategy forces adaptation and creates a clean baseline, avoiding the friction of a gradual transition.
An organization sets a firm date on which its legacy ticketing system is shut down and the new I-O-aligned platform goes live for all teams simultaneously.
A facility used to house computer systems and associated components, such as telecommunications and storage systems.
View Data CenterThe compounding effect where the longer an organization uses the PMG platform, the more accurately it models their behavior, increasing switching costs.
Ways of organizing and storing data in a computer to be accessed and used efficiently. Classified into linear data structures (arrays, stacks, queues) and non-linear data structures (trees, graphs).
The date on which an asset or company is acquired.
View Date of AcquisitionThe constraining financial mechanism where significant student debt systematically reduces the risk tolerance of learners, prioritizing safe, grade-optimizing behaviors over deep, exploratory intellectual engagement.
The architectural practice of minimizing interdependency between work units, ensuring that failure or modification in one unit does not affect the operation of any other unit.
An extensive and thorough investigation into a problem. Covers how the problem originated, its effects on its environment, possible solutions, and how those solutions will further affect the environment. Conducted after a short analysis proves further investigation is warranted.
A consulting team conducts a Deep Dive on a client's elevated ticket resolution times, mapping root causes across staffing, tooling, and process design before recommending targeted interventions.
The federal department charged with coordinating and supervising all agencies and functions of the government related to national security and the armed forces.
The fundamental nature of a promotion in leadership, which is not a vertical step but a simultaneous increase in both Authority and Temporal Responsibility. Selection systems often fail to account for this shift.
Coined by Apple, refers to the person accountable for the success or failure of a project. Each project is assigned a DRI who ensures that objectives are met.
A structured approach to innovation that pairs the bold pursuit of Next Practices with rigorous hypothesis testing, defined success metrics, and controlled risk. It separates productive risk-taking from recklessness.
The property of a system or series of actions where small errors, misalignments, or negative feedback loops compound uncontrollably, leading to systemic failure, chaos, or infinite loss. Models the snowball effect of unaddressed risks or strategic decay.
The pedagogical and structural failure where knowledge is compartmentalized into discrete academic silos, actively discouraging the transfer of frameworks, principles, and problem-solving methodologies across disciplinary boundaries.
The investigation or exercise of care that a reasonable business or person is expected to take before entering into an agreement or contract with another party. Can be a legal obligation or voluntary investigation.
Eastern Standard Time (UTC-5), used as a time zone reference in scheduling and business operations.
View Eastern Standard TimeIterative, adaptive methods that improve upon standard practices. They offer incremental advantage by incorporating new learnings, technologies, or market feedback, and serve as a bridge between standardization and true innovation.
A metaphor describing the absence of true strategic navigation and ultimate accountability in an executive role, even when the position is physically occupied by a titled individual. Represents a design failure in the leadership pipeline.
The time at which physical offices close, typically referring to 5pm New York Time. Can be used interchangeably with EOD in some contexts.
The end of the business day, usually considered to be 5pm local time. At distributed businesses, EOD means the literal end of the day at 11:59pm.
View End of DayThe end of a fiscal quarter, used as a reporting and planning milestone.
View End of QuarterRefers to a complete process or system from start to finish, often encompassing the entire workflow or lifecycle of a project or product.
A professional role focused on the blueprint of the organization itself, moving beyond technical components to design the core operating model and value streams for sustained performance. Used as a synonym for System Architect in this context.
View Enterprise ArchitectThe complete organizational workflow seen through the lens of BVU generation, allowing leadership to map and analyze which functional areas and specific activities generate the highest return on enterprise value.
A graphical representation of a data structure that shows important entities and their relationships.
View Entity-Relationship DiagramLaws and policies that prohibit discrimination against employees and job applicants based on characteristics like race, color, religion, sex, national origin, age, disability, or genetic information.
Geographic region designation for Europe, the Middle East, and Africa, used in organizational and reporting structures.
The cognitive process of critically judging the value, validity, reliability, and relevance of information, arguments, or proposals against defined criteria. Essential for assessing business viability, weighing risks, and making informed strategic choices.
A proposed competency-based hiring criterion focused on a candidate's documented ability to navigate unstructured problems, synthesize disparate and conflicting information, and deliver outcomes in conditions of uncertainty.
A recommended replacement term for Best Practice, explicitly signaling that any methodology is temporary, context-dependent, and subject to continuous improvement and obsolescence.
The senior executives responsible for the overall strategic direction and management of an organization.
A graduate profile characterized by high proficiency in bounded, rule-based academic tasks but a critical deficit in applying knowledge to novel, unstructured problems requiring synthesis and judgment.
An objective list of customer requirements that a product or service must meet.
View External Quality BarA measure indicating that an input has not met the required quality standards.
The frequency of Input Quality Bar failures; used as the primary metric for detecting Procedural Drift and contract instability.
Adjectives used to describe desired qualities in test cases, test plans, and similar elements.
An individual who has risen to a senior leadership position through a system that rewards past functional excellence or political savvy, but who lacks the capacity to perform the essential Bridge and Buck functions of their role. This results in strategic noise and accountability evasion.
An F2 is the financial breakdown of a customer order. F1s are individual components or project goals that contribute to the overall customer specification (C2). All 2-level specifications are based upon the customer specification (C2) and are components of the C2 they support.
A metric that measures a call center's effectiveness in resolving customer issues during the first interaction, eliminating the need for follow-up contacts.
The duration from when a customer first submits a case to when a contact center agent responds to it. Calculated as the total first response times during a specific hour divided by the total number of resolved tickets.
View First Response TimeThe percentage of work units that pass a quality gate on their first attempt.
View First Time Acceptance RateAn iterative interrogative technique used to explore the cause-and-effect relationships underlying a particular problem. The primary goal is to determine the root cause of a defect or issue by repeatedly asking why five times.
When customer complaints spike, a team applies the Five Whys and traces the issue through five layers of cause-and-effect, identifying a misconfigured intake form as the true root cause rather than the superficially apparent staffing shortage.
A discrete, decoupled organizational or technical capability defined by a specific, narrow set of inputs and guaranteed outputs. The fundamental building block of the I-O Model.
View Fixed-Scope Work UnitOpen-ended questions used in the hiring process to gather detailed responses from candidates.
A unit that indicates the workload of an employed person in a way that makes workloads comparable across various contexts.
A specific department or division within an organization responsible for a particular set of functions.
View Functional AreaA person responsible for overseeing a specific functional area within a project or organization.
A specification of a system's behavior, features, or functions.
A detailed description of features or the functional requirements of a product or project.
The projected way an organization or system will operate in the future.
View Future Mode of OperatingA regulation by the European Parliament, the Council of the European Union, and the European Commission intended to strengthen and unify data protection for all individuals within the European Union.
A complete record of the financial transactions of a company.
View General LedgerThe process of ensuring that two sets of records (the balances of the general ledger) are in agreement.
U.S. legislation that provides data privacy and security provisions for safeguarding medical information.
An operational state characterized by exceptional outcomes produced by a small number of elite performers, resulting in a high standard deviation of quality across the organization and creating extreme dependency and systemic fragility.
View High-Variance ExcellenceA set of advanced cognitive processes that go beyond basic recall to include analysis, synthesis, evaluation, creation, and metacognition. These skills transform raw information into strategic insight, enabling proactive decision-making, innovative problem-solving, and the generation of sustainable value.
An organizational environment whose default systems, processes, and cultural norms are structurally antagonistic to the cognitive styles and working methods of deep problem-solvers and exceptional individual contributors, leading to their frustration and attrition.
View Hostile HabitatA developer and marketer of software products for inbound marketing, sales, and customer service.
The division of an organization that deals with hiring, training, and employee benefits.
A summary of the steps and processes required to implement a project or system.
View Implementation OverviewA critical decision made during the design phase of a project that has significant implications.
A document that explains a technical decision, the options considered, and the impact of the decision.
A suggestion for enhancing a process, system, or product.
View Improvement ProposalThe intentional design and engineering of an organization's complete incentive ecosystem, encompassing metrics, compensation, recognition, career paths, and cultural signals, to ensure that the rational, self-interested actions of individuals naturally produce outcomes that advance the organization's strategic objectives.
A company redesigns its support team metrics from tickets closed per hour to resolution quality scores paired with team NPS, realigning individual incentives with genuine customer outcomes.
A diagnostic framework conducted by leadership to identify misaligned metrics. Involves: 1) Identifying key performance proxies, 2) Tracing the professional peril associated with missing them, and 3) Mapping the rational, system-damaging behaviors this fear triggers.
The ongoing process of testing, measuring, and adjusting the components of the Incentive Architecture. Involves observing the outputs and behaviors of Rational Actors to ensure their utility-maximizing path remains congruent with the organization's strategic objectives.
View Incentive CalibrationThe condition where formal or informal reward structures within an organization guide the Rational Actor toward behaviors that optimize for local, personal, or short-term gains while undermining collective, long-term, or strategic organizational goals.
A person who contributes to a project individually, without supervisory responsibilities, or a person who works independently rather than as an employee.
A contract outlining the terms and conditions between an independent contractor and a company.
India Standard Time (UTC+5:30), used as a time zone reference in scheduling and business operations.
A conceptual model depicting the evolution of organizational methods from Standard Practices (baseline compliance), through Emerging Practices (incremental improvement), to Next Practices (disruptive innovation). Leadership's role is to deliberately move the organization along this continuum.
A validation rule defining what a team or Work Unit is willing to accept from an upstream source; failure results in immediate rejection.
A proprietary enterprise architecture framework that defines organizational teams as APIs with specific inputs, work units, and outputs. Built on fixed-scope work units that drive consistency, specialization, and automation, resulting in superior quality control and reduced failure rates.
A consulting team maps its intake, analysis, and delivery stages as distinct work units, each with defined Input Quality Bars and Output Quality Bars, so that failure at any stage is isolated and traceable.
The reluctance of established organizations or institutions to embrace change, persisting in maintaining their current structures, processes, and practices despite external pressures or opportunities for enhancement.
The process by which organizations in the same field become increasingly similar in structure, process, and output, driven by the professional validation of adopting ubiquitous best practices rather than by proven efficacy.
The capacity to rapidly learn, adapt, and apply different mental models and cognitive frameworks to novel, ambiguous, or complex situations. The practical outcome of cultivating higher-order thinking and a diverse mental model toolkit.
Creations of the mind protected in law by patents, copyright, and trademarks, enabling people to earn recognition or financial benefit from what they invent or create.
View Intellectual PropertyThe combination of psychological and material conditions required for learners to engage in high-risk, high-reward intellectual exploration, including the tolerance for productive failure.
View Intellectual Safety NetA U.S. regulatory regime to control the export of defense and military-related technologies to safeguard national security.
The limitation imposed on an organization's strategic thinking by the unconscious adoption of industry-standard models, personnel, and metrics. Leads to homogeneity and blocks the import of Convergent Solutions from other sectors.
A repetitive process that involves examining, reviewing, and refining a solution or set of actions through multiple cycles. Requires making adjustments based on insights gained from previous iterations.
View Iterative AnalysisConcrete, measurable results crucial for a project or organization's success.
A quantifiable measure used to evaluate the success of an organization, employee, or process in meeting objectives. KPIs provide a focus for strategic and operational improvement and create an analytical basis for decision making.
A collection of articles or information designed to provide help and support.
View Knowledge BaseAn article within a knowledge base that provides information or solutions to common problems.
The practice of exchanging information, skills, or expertise within an organization.
View Knowledge SharingThe process of transferring knowledge from one part of an organization to another.
A principle stating that for a change initiative to succeed, Investment plus Scope must be proportional to Gap plus Timeline Compression plus Impact.
View Law of Change ProportionalityThe systemic error of promoting individuals into leadership roles based on mastery of their previous, execution-focused work, under the mistaken assumption that this excellence prepares them for the fundamentally different disciplines of strategic synthesis and ultimate accountability.
A cultural orientation, in contrast to a know-it-all mindset, that prioritizes curiosity, humility, and continuous learning. Creates psychological safety for experimentation and is a prerequisite for the development of Next Practices.
A software application for the administration, documentation, tracking, reporting, and delivery of educational courses or training programs.
PMG's first principle: apply the least-change-demanding method that will achieve a goal. Proprietary models are reserved for the toughest problems; simpler, proven frameworks are always assessed first to minimize change, cultural impact, and organizational rebuilding.
A document outlining the preliminary understanding between parties who intend to enter into a contract or agreement.
View Letter of IntentAn arrangement between a financial institution and a customer that establishes a maximum loan balance that the customer can access as needed.
A detailed design phase in which the system's components and modules are designed.
An operational state characterized by consistent, predictable, but mediocre outputs, achieved through rigid, bureaucratic processes that eliminate both errors and the capacity for innovation or exceptional performance.
View Low-Quality StabilityA pre-scheduled period during which maintenance tasks are performed.
A service model in which a company outsources the responsibility for maintaining and anticipating the need for a range of processes and functions.
An M2 is the operational breakdown of a customer order focused on marketing. M1s are individual components or project goals that contribute to the overall customer specification (C2). All 2-level specifications are components of the C2 they support.
View Marketing SpecificationA parallel career progression pathway, distinct from the management track, designed to retain and advance deep technical or problem-solving experts by compensating and promoting them based on systemic impact and architectural contribution, not headcount managed.
The process of consolidating companies or assets through various types of financial transactions.
The practice of thinking about one's thinking. A self-regulatory cognitive skill involving the awareness and deliberate management of one's own thought processes, assumptions, and biases to improve decision-making and learning outcomes.
View MetacognitionThe degree to which a chosen metric accurately and reliably represents the true, often latent, strategic goal or outcome it is intended to measure. High fidelity ensures that optimizing for the metric genuinely advances the mission.
A systemic dysfunction where quantifiable operational metrics become the primary objectives, displacing the development of complex, non-quantifiable cognitive skills or true organizational goals.
Tools or individuals responsible for gathering data used to measure performance.
The absolute minimum functionality a product must have to be useful to the customer.
View Minimum Viable ProductMountain Standard Time (UTC-7), used as a time zone reference in scheduling and business operations.
Japanese word meaning futility, uselessness, or wastefulness. A key concept in lean process thinking.
The hierarchical structure of accountability where each level of leadership is responsible not only for their direct output but also as the ultimate guarantor for the outputs and systemic conditions of all levels beneath them. Higher authority absorbs, not sheds, lower-level responsibilities.
View Nested OwnershipWhen a company's allowable tax deductions are greater than its taxable income, resulting in a negative taxable income.
A market research metric based on a single survey question asking respondents to rate the likelihood that they would recommend a company, product, or service to a friend or colleague.
Untested, potentially disruptive methods that challenge core industry assumptions. Not yet proven at scale but represent novel approaches that have the potential to create new markets, redefine value propositions, and establish significant competitive separation.
A consulting firm pilots an AI-driven intake and scoping process across three engagements before adopting it as an Emerging Practice, having validated it as a genuine market differentiator.
A legal contract establishing a confidential relationship between parties to protect shared information from being disclosed to others.
Requirements that specify criteria used to judge the operation of a system, rather than specific behaviors.
Geographic region designation for North, Central, and South America, used in organizational and reporting structures.
A framework for defining and tracking objectives and their outcomes.
Refers to software or hardware installed and running on the premises of the organization using it.
A password that is valid for only one login session or transaction, typically used for security purposes.
View One Time PasswordSee First Call Resolution. A metric that measures whether a customer issue is resolved in a single interaction without the need for follow-up.
View One-Touch ResolutionAn O2 is the operational breakdown of a customer order. O1s are individual components or project goals that contribute to the overall customer specification (C2). All 2-level specifications are based upon the customer specification (C2) and are components of the C2 they support.
The minimum acceptable level of performance, quality, and compliance guaranteed by diligently following Standard Practices. It is the foundation upon which higher-value Emerging and Next Practices must be built.
View Operational FloorPMG's internally developed careers, talent management platform, HRIS system, and client-facing project management system containing Deep Dives, C2 and all 2-level specs, and all client projects.
View OriginIndicates that an individual is not available to work, typically due to vacation, sick leave, or other reasons.
A validation rule defining the standard a team's work must meet before it is passed downstream; failure results in mandatory rework.
Pacific Standard Time (UTC-8), used as a time zone reference in scheduling and business operations.
View Pacific Standard TimeAn institutional bias in academic hiring, promotion, and validation that systematically favors formal educational lineage and theoretical publication records over demonstrated expertise gained through professional practice and application.
Per year.
View Per AnnumAn organizational state cultivated by leadership, characterized by a culture and systems that are inherently adaptive, always questioning current methods, and prepared to rapidly iterate or pivot in response to new information or market shifts.
View Perpetual ReadinessAny data that could potentially identify a specific individual. Any information that can be used to distinguish one person from another and can be used for de-anonymizing previously anonymous data.
A specific rule or reward within the incentive architecture that, while logical in isolation, creates a Rational Actor response that damages the system. Classic examples include rewarding support teams for tickets closed (which incentivizes haste over resolution) or software teams for lines of code (which incentivizes volume over quality).
A systemic flaw where measurable activity (a proxy) is incentivized and becomes the target, displacing the true organizational goal. This creates rational individual behaviors that optimize for the metric while undermining the mission. See Goodhart's Law.
A document capturing the purpose, processes, and common strategies of a team.
View PlaybookThe service line providing productized, self-service entry points to PMG methodology through off-the-shelf toolkits.
An AI-powered SaaS platform that encodes PMG's proprietary consulting methodology into software for consistent, expert-level application.
View PMG Intelligence PlatformThe rationale for selecting leaders from within a core professional group based on their domain credibility and the cultural stability it promises, despite it being a poor predictor of executive leadership capability.
View Political Appeal of the Faux-ExecutiveThe dominant operational logic where the educational system's core output and valued product is the certification itself, functioning primarily as a gatekeeping token within the labor market rather than a validated signal of capability.
View Primacy of the CredentialA specific manifestation of incentive misalignment where an agent, acting as a Rational Actor, pursues their own interests to the detriment of the interests of the principal who delegated authority to them.
View Principal-Agent ProblemPMG's foundational methodology focused on identifying the smallest strategic adjustments required to unlock exponential value with minimal disruption.
A system for categorizing the urgency of tasks, with P1 being the most critical, followed by P2 and P3.
The tendency in monolithic systems for workflows, error handling, and quality checks to change arbitrarily due to individual discretion, leading to unpredictable, inconsistent outputs. Also defined as the operational failure occurring when the Output Quality Bar of one team no longer matches the Input Quality Bar of the downstream team. The I-O Model is designed to eliminate this.
A document detailing the functional and non-functional requirements of a product.
The engineered state of a workforce where recruitment, promotion, and socialization prioritize candidates whose backgrounds, credentials, and mental models mirror the existing leadership, creating a self-replicating guild resistant to divergent thinking.
View Professional HomogeneityNon-physical products or services provided by individuals or companies to help manage or improve specific business areas.
A financial statement summarizing revenues, costs, and expenses incurred during a specific period.
A group or department within an organization that defines and maintains project management standards.
View Project Management OfficeA demonstration to verify that certain concepts or theories have the potential for real-world application.
View Proof of ConceptA proposed selection principle for leadership roles, focusing on a candidate's demonstrated aptitude for the specific Bridge and Buck functions of the next role (proximity) and their inherent ability to perform them (capacity), rather than past performance in a different function.
A measurable indicator used to represent an intangible or difficult-to-measure core objective. Goodhart's Law warns of the breakdown in the relationship between the proxy and the latent variable when the proxy becomes a targeted incentive.
The dysfunctional state that arises when Rational Actors, responding to perverse incentives, engage in competition or effort directed entirely at manipulating a measurable proxy rather than improving the underlying reality the proxy is meant to represent.
View Proxy WarfareThe cognitive state induced by labeling a method as best, which creates an illusion of optimality and completion. This discourages further inquiry, experimentation, and challenge to the underlying assumptions of the practice.
View Psychological FinalityThe process of ensuring that a product or service meets specified requirements and standards.
The explicit, measurable standard that an input must meet for a work unit to accept it, or that an output must meet to be considered complete. Failure to meet the QB requires rejection and a return to the team that submitted it.
A QA team's Quality Bar for a submitted report requires that all data sources be cited, findings be summarized within two pages, and no open action items remain before the report is passed to the client team.
The process of ensuring products and services meet consumer expectations and standards.
The team responsible for reviewing work and applying quality standards.
View Quality EnforcementThe documented method (e.g., FIFO or contract value) used to order Work Units within a team's queue for assignment.
A conversational opener often used to introduce a brief query.
View Quick QuestionA consulting approach focused on delivering tangible results and building client capability without unnecessary fanfare or disruption. The spotlight remains on the client's success, not the consultant's presence.
A foundational economic and behavioral model describing any participant within a system as a utility-maximizing agent who makes rational choices based on the explicit and implicit incentives, rewards, and penalties presented to them. Their observable behavior is the most reliable diagnostic of the system's true operational priorities.
When a team consistently submits reports just before deadline regardless of workload, the Rational Actor Model suggests the incentive structure rewards timing compliance over quality, prompting a review of the relevant metric.
A task or project given to assess someone's capability in a real-world context.
View Real Work AssignmentA selection criterion for leadership promotions that values a candidate's future strategic flexibility and potential to handle unknown future challenges, sometimes over a candidate with superior current performance metrics.
An R2 is the recruiting breakdown of a customer order. R1s are individual components or project goals that contribute to the overall customer specification (C2). All 2-level specifications are based upon the customer specification (C2) and are components of the C2 they support.
View Recruiting SpecificationAn analytical lens focusing on how efficiently a team converts cost into value output, measuring efficiency per dollar.
View Relative Business Value UnitsThe time taken for a person or system to react to a given stimulus or event.
View Response TimeThe ratio between the net profit and the cost of investment resulting from an investment of resources.
The predictable behavior of a Rational Actor in an environment where the penalties for failure are severe and immediate, while the rewards for ambitious success are distant or uncertain. Leads to the systematic preference for safe, incremental, and proxy-optimizing actions over bold, innovative, or architecturally sound ones.
A specific incentive structure where the cost of failing to meet a metric is so high that it rationally triggers self-preserving behaviors that optimize for avoiding the metric's downside, often at the expense of broader organizational goals.
View Risk-Aversion EngineThe fundamental reason for a problem or issue. Must be identified by performing an RCA.
A collective term describing a wide range of approaches, tools, and techniques used to uncover causes of problems. The root cause is the core issue that sets in motion the entire cause-and-effect reaction that ultimately leads to the problem.
A role focused on managing the delivery of sales solutions and services.
A cloud-based software company specializing in customer relationship management (CRM).
A decision that significantly impacts the scope of a technical project.
The extent to which a team or company will support a product.
View Scope of SupportA document detailing the work to be performed under a contract or project and the limits of responsibility or expectations.
An agreement between a service provider and a customer outlining the expected level of service. Can be a legally binding formal or informal contract between separate organizations or different teams within one organization.
A measure of the service level provided by a service provider to a customer, forming the basis for SLOs and SLAs.
A target value or range of values for a service level measured by an SLI. A key element of a service-level agreement between a service provider and a customer.
A variant of an ITD that narrows or limits the scope of a specification, often by postponing changes to future specifications.
A methodology for continuous improvement.
View Simplify Internalize Repeat IterateA developmental technique where a senior leader delegates a specific, bounded challenge to a potential successor, granting them incremental authority to experience the demands of leadership while the delegator retains ultimate accountability. Tests readiness without premature transfer of responsibility.
View Simulation of AuthorityA part of a system that, if it fails, will stop the entire system from working. Undesirable in any system with a goal of high availability or reliability.
Operational practices related to managing and optimizing SaaS applications.
View Software as a Service OperationsAn article in a knowledge base providing solutions to common problems.
The end-state goal of systemic redesign: a self-adapting organizational architecture that learns, elevates the capability of its participants, and produces high-quality outcomes as an inherent property of its design, reducing dependency on heroic intervention.
The comprehensive scope of outcomes for which a leader is responsible, extending beyond direct oversight to include all ripple effects created by the system, environment, and authority structures they design or permit.
View Sphere of ConsequenceA set of step-by-step instructions compiled by an organization to help workers carry out routine operations.
Documented, repeatable methods that provide operational safety, efficiency, and regulatory compliance. Renamed from Best Practices. They represent a necessary baseline or floor for performance but offer no competitive advantage.
A unique identifier for a specific product or version of a product.
The unique value or market position achieved by moving beyond Standard Practices to develop and implement proprietary Emerging or Next Practices that competitors cannot easily replicate.
The capacity of an organization or leader to anticipate, prepare for, respond to, and adapt to incremental change and sudden disruptions. Built through higher-order thinking, enabling foresight, robust system design, and adaptive decision-making.
View Strategic ResilienceAn individual with deep knowledge and expertise in a particular area.
The cognitive process of combining disparate elements, ideas, or domains to form a novel, coherent whole. The foundation of innovation, enabling the creation of groundbreaking products, unique go-to-market strategies, and original solutions to complex challenges.
View SynthesisA formal organizational role responsible for the forensic mapping and intentional redesign of work, information, and decision-making flows. The core deliverable is a new, scalable organizational capability.
A suggestion for enhancing a system's functionality or performance.
View System Improvement ProposalThe high-order cognitive skill of identifying a core principle, model, or logical framework from one domain and consciously testing, adapting, and applying it to understand or solve problems in a fundamentally different domain.
The target operational state where high-quality outcomes are a consistent, inherent property of the system's design, achieved by codifying exceptional insight into the environment, thereby raising the performance floor for all participants.
The specific goals or outcomes that a project aims to achieve. Predefined and measurable objectives used to set clear expectations and provide a benchmark for success. Target metrics are typically subjective outputs such as Customer Satisfaction or Net Promoter Score.
The core leadership function of synthesis and translation. Involves creating a coherent path that connects an organization's or team's present reality to its necessary future across time and complexity.
The core leadership principle of ultimate, non-delegable accountability. The obligation to own all outcomes, intended or not, produced by the system or environment one has authority over.
Analysis of how much time an individual or team spends on various tasks.
A measure over time of volume, capabilities, etc. Trailing 1 Week, 4 Weeks, 3 Months, or 6 Months means the measurement covers the last X weeks or months.
View Trailing PeriodsThe process of educating and certifying employees on products and processes.
View Training and CertificationThe process of tying operational expenses directly to the specific outputs of a work unit, replacing generalized cost centers with transparent, auditable, unit-based cost analysis.
A specification targeting cost reduction for a single unit, project, or account by examining detailed, low-level aspects that may require code changes, providing comprehensive recommendations for implementing these changes.
View Unit Level Cost ReductionIn the context of the Rational Actor Model, the set of weighted values a person seeks to maximize, which typically includes job security, financial reward, social status, autonomy, and avoidance of punishment or blame. The organization's incentive architecture directly shapes this internal calculus.
View Utility FunctionThe foundational mathematical process of normalizing the diverse, tangible outputs of all teams into a single, unified, and quantifiable metric. This abstraction establishes a common currency, allowing objective, cross-organizational investment decisions.
The principle that, after the initial calibration process, one BVU generated by a commercial team is treated as equivalent in organizational importance to one BVU generated by a non-commercial team.
The strategic dilemma where organizations oscillate between two failure states: unsustainable High-Variance Excellence (reliant on heroes) and stagnant Low-Quality Stability (enforced by bureaucracy), unable to achieve consistent, high-quality systemic performance.
Software-based simulations of physical computers.
A standard for high-speed wireless communication for mobile phones and data terminals.
View Voice over LTEA visual representation used to illustrate concepts, processes, or ideas.
A deliberate, documented decision to deviate from a standard process to achieve a better outcome in an unusual client situation. Related to stigmergic organization design, where individuals are allowed to deviate from a process to work towards the right outcome, with the deviation made within a specific process.
An arrangement where employees can perform their job duties from their home.
Work that is partially completed but not yet fully finished.
The order of work for any given group within an organization. The primary mechanism for workload management where all requests enter a shared system and are actioned in sequence.
View Work QueueThe fundamental building blocks of the I-O Model; predefined methods for completing a single, actionable type of work. One unit of work defined by a work unit design.
A company offering software-as-a-service products related to customer support, sales, and other customer communications, notably Zendesk CRM.
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An analytical lens focusing on the total scale of value generated by a team to identify where net value is actually created across the...
The specific conditions that a product or service must meet to be accepted by a customer or stakeholder. Acceptance criteria define what is necessary...
The specific pressures (metrics, rewards, punishments) for which a leader is held personally responsible, which directly shape their risk calculus and decision-making, often prioritizing...
A company's obligation to pay off short-term debts to its creditors or suppliers. Recorded as a liability on the balance sheet and includes invoices...
An A2 is the M&A breakdown of a customer order. A1s are individual components or project goals that contribute to the overall customer specification...
The process of acquiring new companies or assets and integrating them into the existing organizational structure. The focus is on aligning operations, cultures, and...
The strategic mechanism of using BVU analysis to identify high-volume, low-value work efforts within a team's mandate. This allows management to surgically shift resources...
The financial and operational model within higher education where capital allocation is directed toward non-instructional administrative functions, physical amenities, and managerial overhead, inflating costs...
A specification for the encryption of electronic data established by the National Institute of Standards and Technology (NIST) in 2001. AES is a symmetric-key...
All post-call activities that call center agents engage in after completing an interaction with a customer. This includes updating systems, completing forms, and any...
The desired end-state of effective Incentive Architecture, where the most personally beneficial course of action for a Rational Actor is also the course of...
A subsidiary of Amazon providing on-demand cloud computing platforms and APIs to individuals, companies, and governments. AWS offers a variety of services including computing...
The specific goals or outcomes that a project aims to achieve. Predefined and measurable objectives used to set clear expectations and provide a benchmark for success. Target metrics are typically subjective outputs such as Customer Satisfaction or Net Promoter Score.