The canonical reference for the vocabulary across our site, deliverables, and engagements. Every acronym spelled out, every entry with a stable link.
Reference
Why we keep a glossary.
This page is the canonical reference for the vocabulary used across the C Infinity site, our deliverables, and the engagements we run. If a term appeared on another page and you wondered what it meant, the definition is here. Where a term originates outside C Infinity, we cite the source and explain how we use it.
It is the Clarity pillar of our methodology applied to our own language: we define what we mean before we ask anyone else to use it.
Every acronym used on the site has its own entry here, spelled out in full. Every entry has a stable link, so you can cite a definition directly.
This is also a practice we utilize on every product or engagement we work on, or Client we work with. It helps drive clarity, enhances communication, and leads to more valuable relationships between our teams and our product's users.
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A word is not a crystal, transparent and unchanged; it is the skin of a living thought and may vary greatly in color and content according to the circumstances and the time in which it is used.
Oliver Wendell Holmes Jr.U.S. Supreme Court, Towne v. Eisner, 1918
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The difference between the almost right word and the right word is really a large matter — 'tis the difference between the lightning bug and the lightning.
Mark TwainLetter to George Bainton, 1888
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If names be not correct, language is not in accordance with the truth of things. If language be not in accordance with the truth of things, affairs cannot be carried on to success.
ConfuciusAnalects 13.3
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The limits of my language mean the limits of my world.
Ludwig WittgensteinTractatus Logico-Philosophicus, 1921
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If you call a dog's tail a leg, how many legs does it have? Four. Calling a tail a leg doesn't make it a leg.
Often attributed to Abraham Lincoln
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There are only two hard things in Computer Science: cache invalidation and naming things.
Phil Karlton
A to Z
The full glossary.
Advisory Fixed-Scope Workshop.
A short, bounded engagement (typically two to six weeks) priced as a single fee, delivering a defined output: a strategy, an assessment, a roadmap, a recommendation.
A C Infinity sub-capability under Implement. The deployment uses AI agents for configuration, integration, and validation work that would otherwise be manual. The agents are a method; people decide what gets shipped.
A software development philosophy first articulated in the Agile Manifesto (2001) by seventeen practitioners including Kent Beck and Martin Fowler. Agile prioritizes individuals and interactions, working software, customer collaboration, and responding to change. At C Infinity, agile principles are embedded in the Clarity, Collaboration, Craftsmanship, Value (C³V) methodology. We adapt the principles to spec-driven delivery rather than treat Agile as a process to follow ceremonially.
A strategy document or deck that names AI as the answer without naming the method, the data, or the operating model that would make AI actually work. We name this as a counter-position on the Strategize page.
The practice of structuring content so AI answer engines and assistants cite it accurately when users ask questions, the successor concern to classic search ranking. C Infinity applies AEO alongside SEO in content and publishing engagements.
A federal accreditation that authorizes an information system to operate within an agency's risk environment. The package includes a security plan, a risk assessment, and continuous monitoring requirements. C Infinity supports agency ATO processes.
A C Infinity outcome category covering automation of repetitive, document-heavy, and data-reconciliation work. Includes process automation, document automation, AI-augmented automation, data automation, and operational automation.
Software platforms built so generically to accommodate every customer that they serve none of them well, taxing every user for the cost of every theoretical use case. We name this as a counter-position on the Build page.
A software development practice that expresses requirements as testable behaviors before code is written. The term was coined by Dan North in 2003. For a definitive treatment, see John Smart's BDD in Action (Manning, 2014). At C Infinity, BDD is integrated into the C³V methodology.
Replacing a system in a single all-at-once cutover. The pattern has a poor success record because the cutover risk compounds with every dependency. We name this as a counter-position on the Modernize page.
A C Infinity outcome category covering net-new software product engineering: greenfield platforms, custom applications, agency-grade web experiences, and the engineering work behind them.
A Delivery Center structure in which C Infinity builds and runs a dedicated team and facility for a Client, and ownership transfers to the Client when they are ready.
Contracting an operational business function to an external provider, typically priced per seat or per transaction. Named on the Engagement Models page for contrast: a Delivery Center is a dedicated delivery organization held to the Client's standard, not generic BPO.
The firm's stated commitment to Clients: "If we cannot see real value for you in the work you want and how we deliver it, we will tell you. Before you sign. Before you spend." It applies firm-wide, on every engagement.
The legal name of the firm. C Infinity is the short form used throughout the brand. The firm is a digital product and technology firm headquartered in the Bay Area of California, with Smoothies across the United States, Canada, Mexico, and Latin America, and in Asia and Europe as well.
The mathematical origin of the firm's name. In mathematical analysis, a function of class C-infinity is infinitely differentiable: smooth at every order, with no kinks and no discontinuities. The property is the firm's operating standard.
C Infinity's product development methodology. Three phases (Define and Align, Develop with Precision, and Measure, Monitor, and Improve) cycled iteratively against four pillars. AI is integrated into the loop; people decide what gets shipped.
The executive accountable for an organization's information technology strategy and operations. In agency engagements, the CIO is often the sponsor for AI strategy and modernization work.
A direct customer of C Infinity Solutions: the people and organizations who engage the firm to develop products and solutions for their users. A Client may hold any role within their company that has the direction to develop products and solutions, whether the users are internal employees or external customers. Always capitalized when referring to a C Infinity Client.
A so-called cloud migration that lifted and shifted on-premise systems to cloud infrastructure without changing the operating model, leaving the Client paying cloud prices for non-cloud architecture. We name this as a counter-position on the Modernize page.
A five-character identifier assigned by the Defense Logistics Agency to entities doing business with the federal government. C Infinity's CAGE code is available on request.
Software products purchased rather than custom-built. C Infinity implements major COTS platforms (HubSpot, Salesforce, SAP, Oracle, ArcXP, ServiceNow, Workday) for commercial and Government Clients.
An implementation that ended in so many platform customizations that the Client cannot upgrade without re-doing the work, defeating the purpose of buying the platform. We name this as a counter-position on the Implement page.
C Infinity's AI-native delivery platform. Conntinuum captures intent as a testable specification, generates and validates code against that specification, traces every line back to its originating requirement, and provides the operating scaffolding (workflows, observability, governance) that engagements run on, with security and traceability built in. Its specialized AI agents are called Splines. Our spec-driven team of AI agents accelerates the build, orchestrated by our senior product managers, designers, and product engineers, who hold final approval before anything ships. Conntinuum also has its own public surface at conntinuum.com, including Spark Lab.
A US federal designation for information that requires safeguarding or dissemination controls but is not classified. Handling CUI safely is a core constraint in federal delivery, and a named risk in ungoverned AI tool use.
Cybersecurity Maturity Model Certification (CMMC).
A United States Department of Defense framework that requires defense contractors to meet specified cybersecurity practices. C Infinity's CMMC posture is in pursuit at the level appropriate for the defense engagements the firm supports.
The first of the three C³V phases. The phase scopes the problem, aligns the stakeholders, and produces the specification the rest of the engagement runs against.
A C Infinity engagement model: a fully dedicated team and office in a specific geography, created when a Client needs a new capability or capacity. C Infinity handles the setup, hiring, and operations; engagements are long-term, with Build-Operate-Transfer (BOT) options.
The second of the three C³V phases. The phase ships software against the specification, with continuous quality assurance integrated through agent-orchestrated review and human craft.
A State of California certification for businesses owned by disabled veterans, used in state procurement and supplier diversity programs. C Infinity holds the certification.
A US federal certification program for small businesses owned by socially and economically disadvantaged individuals, tracked on federally assisted contracts. Named on the site where Client work involves DBE tracking and certified payroll.
See: Clients & Industries.
Endless Patch Job.
A modernization that proceeded through perpetual patches and refactors without ever reaching a state the Client can confidently say is "done." We name this as a counter-position on the Modernize page.
A principle articulated by restaurateur Danny Meyer in Setting the Table (HarperCollins, 2006). Enlightened Hospitality is the practice of prioritizing care for the people inside a business (the team) ahead of the people the business serves, on the principle that people who feel cared for take better care of the people they serve. C Infinity adopts Enlightened Hospitality as one of our Guiding Principles.
Software that runs core business operations: finance, inventory, manufacturing, procurement, and more. C Infinity implements and integrates ERP platforms, including SAP and Oracle.
A Commercial Off-The-Shelf (COTS) platform implementation that went live but did not deliver the outcomes the Client was sold. We name this as a counter-position on the Implement page.
Federal Risk and Authorization Management Program (FedRAMP).
A federal program that standardizes the security assessment and authorization of cloud service offerings used by United States government agencies. C Infinity operates within the authorization boundaries of FedRAMP-authorized platforms on relevant engagements.
The C Infinity offering for small and medium businesses and startups that are ready to take advantage of custom software and AI solutions that are more financially accessible from the efficiencies created by agentic tools. Forge has its own tier structure - Automate, Build, Build+.
The lightest Forge tier. Covers automation work for small and medium business and startup Clients, typically scoped against a defined operational outcome.
A C Infinity engagement model: a small, named team of product engineers and operators embedded with the Client's team. Distinct from traditional Time and Materials (T&M) staffing because the pod is a team, not a roster.
A software stack accumulated as a patchwork of disconnected systems that do not talk to each other, integrated by manual handoffs and tribal knowledge. We name this as a counter-position on the Build page.
General Services Administration Multiple Award Schedule (GSA MAS).
A federal contract vehicle that pre-qualifies vendors for sale to federal customers. C Infinity's GSA MAS posture is documented on the Government property's Capabilities and Codes page.
A C Infinity outcome category covering Commercial Off-The-Shelf (COTS) platform implementations: configuration, integration, customization, and the work behind a deployment that actually delivers.
An operating model that depends on a small number of internal heroes who carry the system's institutional knowledge in their heads. The model is fragile to attrition. We name this as a counter-position on the Operate page.
An operating environment where data reconciliation between systems is performed manually because the integrations never reached full completeness, creating a recurring tax on the people doing the reconciliation. We name this as a counter-position on the Automate page.
A Microsoft framework for building cross-platform applications from a single .NET codebase. Named in modernization case work where a legacy stack was rebuilt to a modern MAUI stack.
The third of the three C³V phases. The phase measures the outcome, monitors the product in operation, retires what is not earning its place, and feeds learnings back into the next iteration.
The buying, selling, and combining of companies or their assets. Named on the Engagement Models page: an Acquisitions conversation with C Infinity is an operator conversation, not a substitute for a serious M&A advisor when a formal sale process is underway.
The smallest version of a software product that demonstrates the bet the build is designed to test. At C Infinity, MVPs are scoped to ship as production software (not throwaway prototypes), and the engagement plans for the scale build to follow without forcing a rewrite.
A Government outcome category. The Government version of Build plus Modernize. Covers mission system builds and modernizations for federal and State, Local, and Education (SLED) agencies.
A Managed Services Provider (MSP) operating arrangement that is opaque to the Client, where the MSP holds the knowledge of how the system actually runs. We name this as a counter-position on the Operate page.
North American Industry Classification System (NAICS).
A federal classification system used to identify the industry codes a business operates under. C Infinity's primary NAICS codes are listed on the Government property's Capabilities and Codes page.
A C Infinity outcome category covering ongoing software operations: sustainment, platform operations, customer-facing delivery, and the operating models that make software dependable over time.
A C Infinity engagement model in which the firm shares in the outcome rather than billing for the work: taking over Product, Engineering, and Customer Support for an underperforming product (Operating Partnership), co-developing something both parties own a portion of (Joint Venture), or acquiring a software capability a company wants to divest (Acquisition).
A federal contracting category that covers ongoing operations and maintenance of a deployed system. C Infinity delivers Sustainment and Operations under O&M contracts for Government Clients.
A C Infinity engagement model in which the commercial agreement is priced against a defined outcome rather than against hours or seats. Includes milestones, acceptance criteria, and either a fixed total or a deliverable-keyed payment schedule.
A proof of value or proof of concept that succeeds technically but never graduates to a funded program. We name this as a counter-position on the Strategize page.
A short engagement in which the technical feasibility of an approach is tested. POCs answer the question "can this work?" Often confused with Proof of Value; the distinction matters because the two engagements have different success criteria.
A short engagement in which a strategy or technical proposition is tested against real conditions before broader investment. POVs answer the question "is this worth funding at scale?" POVs at C Infinity are scoped to graduate or to be honestly retired.
An automation effort that scaled RPA bots against fragile user-interface workflows that break with every upstream change, creating more maintenance burden than the bots replaced. We name this as a counter-position on the Automate page.
An operating environment that accumulated so many overlapping Software-as-a-Service (SaaS) subscriptions that the Client is paying multiple vendors for redundant capability, with the integration cost on top. We name this as a counter-position on the Operate page.
The practice of structuring content and sites so search engines rank them well. Paired on the site with Answer Engine Optimization (AEO), its successor concern for AI-mediated search.
See: Answer Engine Optimization (AEO).
Service-Disabled Veteran-Owned Small Business (SDVOSB).
A federal certification recognizing businesses majority-owned and operated by service-disabled veterans of the United States Armed Forces. C Infinity holds the certification.
The dollar ceiling, set by the Federal Acquisition Regulation (FAR), under which agencies may use simplified acquisition procedures. Work within the SAT can be put on contract faster and is a common first engagement path with a new vendor.
The federal agency that administers small business programs, including the veteran small business certification program under which C Infinity holds its Service-Disabled Veteran-Owned Small Business (SDVOSB) status.
Small Business Innovation Research / Small Business Technology Transfer (SBIR/STTR).
US federal programs that fund small-business research and development through phased awards. C Infinity pursues SBIR/STTR work under its R&D NAICS registration.
The internal name for the C Infinity team. The name ties to the firm's mathematical origin: a C-infinity function is smooth, and the team holds the work to that property. Always capitalized.
The C Infinity practice of building from a specification that has been re-litigated against the actual outcome the Client needs, before code is written. Distinct from speculative or ticket-driven delivery.
A C Infinity term used within Conntinuum for an AI agent or named capability that performs specific work in a delivery workflow. Splines are the operational building blocks that compose a Conntinuum-powered engagement.
The non-federal government Client category covering state agencies, local government, and educational institutions. C Infinity's Government property serves SLED Clients alongside federal Clients under a single property with an internal lens.
State Risk and Authorization Management Program (StateRAMP).
A state-government program that standardizes the security assessment and authorization of cloud service offerings used by state and local agencies, modeled on the federal FedRAMP program.
The contract document that defines scope, deliverables, timeline, and acceptance for an engagement. At C Infinity, the SOW is grounded in a testable specification rather than a vague scope narrative.
A C Infinity outcome category covering technology strategy, AI strategy, product strategy, and the senior advisory work that informs investment decisions.
A strategy delivered as a polished deck that does not translate into operational decisions, funded work, or accountability. We name this as a counter-position on the Strategize page.
A Government outcome category. The Government version of Operate. Covers Operations and Maintenance (O&M) contracts, platform sustainment, and ongoing mission system support.
A software development practice that writes tests before code is written. The practice was popularized by Kent Beck, who described it in Test-Driven Development: By Example (Addison-Wesley, 2002). At C Infinity, TDD is one of the disciplines integrated into the C³V methodology.
The twelve-character identifier issued through SAM.gov that uniquely identifies an entity doing business with the federal government. The UEI replaced the DUNS number in 2022. C Infinity's UEI is available on request.
A Commercial Off-The-Shelf (COTS) platform purchase made on a vendor's promise that did not survive contact with the Client's actual operating environment. We name this as a counter-position on the Implement page.
Descriptor of C Infinity's operating posture: the founders are veterans, the firm carries the Service-Disabled Veteran-Owned Small Business (SDVOSB) certification, and the veteran ethos (accountability, mission orientation, follow-through) is engineered into how the firm operates.
A pattern named by Andrej Karpathy in February 2025, describing software production that runs on intuition and "what feels right" without specification, test, or acceptance criteria. The work is often produced rapidly with AI tools but without the discipline to catch what the AI got wrong. C Infinity treats Vibe Coding as the counter-position to spec-driven delivery.
A structured output produced in the early phase of a C Infinity engagement (often through Conntinuum's Spark Lab) that captures the Client's intent, audience, problem space, and success measures before specification work begins.
A software build that shipped on time and on budget but did not deliver the strategic outcome the build was funded to produce. We name this as a counter-position on the Build page.
Software that runs warehouse operations: receiving, inventory location, picking, and shipping. Named in automation work reconciling data across ERP, WMS, and order management.
The international standard for making web content usable by people with disabilities. C Infinity design deliverables include WCAG accessibility audits.
Partially completed goods on a production floor. Named in manufacturing work where dashboards show WIP, capacity, and schedule in real time.
See: Clients & Industries.
Zapier Sprawl.
An environment with hundreds of point-to-point automations built in lightweight tools (Zapier, Make, similar) that have accumulated without governance, where no one person knows what runs where. We name this as a counter-position on the Automate page.
The Glossary updates as our vocabulary evolves. If a term you encountered on the site is missing, tell us (hello@cinfinitysolutions.com) and we will add it.
