Find the structure your AI needs.
A live registry of versioned meta-model specifications and clearly labelled research profiles. Search by family, category, industry, domain, name or tags; storage formats and interfaces remain independent.
Process, procedure and execution
Process definition, steps, procedure and a specific execution instance. A methodology sets the rules of work, not a new process instance.
Procurement and supplier selection
Need, purchase request, procedure, bids, evaluation and decision. The order and the contract use the commercial models.
Product and service portfolio
Management overview of offerings, lifecycles, consumers and economics.
Product, design and bill of materials
Product class, SKU, engineering revision, EBOM/MBOM, components and allowed substitutions. The software image and the serial instance have separate identities.
Product, Offering and Roadmap
The product as a managed outcome for a consumer, offering variants, prices and development intents. The physical instance, the software and the actual delivery have separate bound…
Production order and its execution
Give planners, supervisors and agents one record of what was authorized to be made, against which definitions, and what actually happened at each operation.
Program and Benefits Management
Coordinated projects and other work pursued for joint benefits, with management of the transition and the sustainability of the effect.
Project and Project Change Management
The business project, charter, plan, milestones, deliverables, acceptance and baseline changes. The product and the tracking system have separate identities.
Provenance, trust and assertions
Enable users to assess and correct individual assertions through traceable origins, evidence, uncertainty and preserved correction history.
Quality inspection plan and inspection result
Record what was checked, how, against which limits and with what outcome, so that release decisions rest on evidence.
Recruitment and Hiring
The approved need, the vacancy, the candidacy, selection stages and the offer. Person, position, budget and the employment relationship have external owners.
Reliability, SLO and observability
SLI specification, SLO target, evaluation window, error budget and reaction rules. Metric definitions and observations are reused from the analytics foundation.
Report definition and release instance
Report specification, parameters, run, publication and artifact. A dashboard is a set of permitted projections or a view of an explicitly modeled aggregate.
Requirements and expected behavior
Requirements, constraints, acceptance criteria and traceability to the solution. An implementation task references a requirement.
Research, hypothesis and experiment
Research question, hypothesis, experiment design, run and interpretation of the result. AI training and evaluation use specialized child models.
Return, exchange and refund
Handle returns so that refunds, exchanges and the returned goods are each decided and recorded, with a clear link to what was sold.
Risk and compliance landscape
Links between requirements, risks, controls, assessments and findings over an explicit perimeter.
Risk, control and execution assessment
Risk in context, assessment, mitigation measure, control and execution. Requirement, policy and evidence are imported by reference.
Routing and operation card
Keep one approved, versioned description of how an item is made, so that orders, operators and inspections use the same steps and limits.
Sales and marketing interactions
Lead, opportunity, quote, campaign and attribution. Counterparty relationships and concluded contracts have their own owners.
Selling location and sales channel
Give every channel and store one stable identity with its trading rules and services, so that assortment, prices, sales and returns refer to the right place.
Service and Service Model
The service, the expected outcome, the terms of provision and consumption. The running service instance and the service level agreement are delegated.
Services and infrastructure landscape
Support incident response, change planning and continuity decisions by connecting services to operational dependencies, responsible owners and evidence of resilience.
Sites and assets landscape
Placement, ownership, usage and maintenance of assets in space.
Software product and AISMM engineering context
Software identity, architecture, components, repositories, builds, releases and delivered artifacts. Research delegation to specialized models within the full AISMM product contex…
Software product landscape
Support cross-product upgrade, retirement and security response decisions using accountable ownership, assessed criticality and evidence-bounded dependency impact.
Sources, bindings and synchronization
Description of a master system, physical binding, extraction, snapshot, watermark and conflict. Local addresses and credentials are not published in the shared library.
Stakeholder and Engagement
The contextual relationship of a person or organization to a decision subject, with interests, influence and mode of engagement.
Strategic landscape
Support strategic prioritization, capability investment and benefit review by exposing alignment, constraints and the evidence behind expected outcomes.
Strategy, Business Model and Value Streams
Choice of markets, value proposition, the mechanism of producing outcomes, strategic hypotheses and the value stream. Projects do not substitute for strategy.
Tax profile, liability and filing
Jurisdictional tax profile, period, computation, filing and settlements with the authority. Specific rates and rules are researched against current primary sources.
Technologies and architecture standards
Technology catalog, adoption stages, architecture standard, adoption and conformance assessment. ADR reuses the decision model.
Test, verification and defect
Test specification, run, result, evidence and defect as a nonconformity claim. The remediation work item has an independent lifecycle.
Time, states and versions
Support reproducible historical interpretation and traceable corrections while keeping object state, object revision and schema version distinct.
Units, money, locale and calendars
Reusable types for quantities, currencies, ranges, dates, calendars and localized labels.
Vulnerability, affectedness and remediation
Vulnerability description, affectedness assessment, priority and remediation confirmation. A discovered weakness is not identical to its exploitation.
Work center and production line
Give planning, execution and performance records one stable identity for each place where production work is done, separate from the machines inside it.
Work Items and Delivery Flow
Tasks and typed work items, backlog, iterations, workflow, estimates and completion criteria. Jira types are adapters, not a universal ontology.
Work Relationships and Assignments
Employment, contractor and agency relationships, the employee profile at the employer, assignments and entry/exit events. The onboarding process references process and access as l…
Workforce landscape
Support workforce planning and staffing decisions with comparable counts, assignment capacity and availability within an authorized reporting scope.
English
Let an agent handle English by variety, register, usage, learning and plain-language practice, respecting varieties and learners.
German
Let an agent handle German by varieties, standards, identifiers, learning and translation, respecting national standard varieties and dialects.
French
Let an agent handle French by variety, grammar, usage, learning resources and official status, respecting regional and national varieties.
Spanish
Let an agent handle Spanish by varieties, standards, identifiers, learning and translation, respecting regional usage and self-designations.
mathematics
Let an agent treat mathematics as a discipline with fields, proofs and conventions, and state mathematical claims with their assumptions.
Islam
Let an agent describe Islam accurately and neutrally, using the tradition own sources and scholarship, respecting diversity within it and avoiding stereotypes.
dog
Let an agent treat a dog as an individual animal with a temperament, a legal status and a living situation that may or may not include a keeper, because decisions about a dog depe…
water
Let an agent treat water as a substance with a source and a quality rather than an undifferentiated supply, and decide whether a particular water may be drunk, used or discharged.
science
Let an agent handle science by field, method, evidence strength and consensus, and separate it from pseudoscience.
Christianity
Let an agent describe Christianity neutrally and respectfully by tradition, beliefs, practices and history, attributing beliefs to adherents and presenting diversity fairly.
cat
Let an agent handle cats as animals with breed, health, welfare, identification and legal status, whether owned, stray or feral.
history
Let an agent handle historical claims with their sources, dates, evidence and interpretations, and separate established facts from contested interpretations.
music
Let an agent explain music as an art and practice, describe its elements, genres and traditions, support learning, listening and creating music, and describe its social, cultural …
animal
Let an agent handle animals as the kingdom-level concept, routing to specific taxa and covering welfare, conservation and safety.
Russian
Let an agent handle Russian by grammar, script, varieties, learning resources and status, attributing positions on language policy to their sources.
physics
Let an agent handle physics as a discipline with branches, established theories and open questions, and separate established physics from speculation.
astronomy
Let an agent handle astronomy by branch, methods, instruments, data and public engagement, separating it from astrology.
biology
Let an agent treat biology as a discipline with fields, methods, evidence standards and institutions, separate from the organisms it studies.
January
Let an agent explain January, relay its calendar history, name origin, observances and seasonal associations from calendar and historical sources, and distinguish January from the…
geography
Let an agent treat geography as a discipline with branches, methods and data, and link places, maps and spatial analysis.