# AI Fabrix

> Knowledge base documentation for AI Fabrix.

## v1

- [When AI Fabrix Makes Sense](https://docs.aifabrix.ai/docs/understanding-ai-fabrix-when-ai-fabrix-makes-sense.md): When AI Fabrix fits your organization — governed work across systems, roles, policies, and evidence, not chat-only AI pilots.
- [When AI Fabrix Does Not Make Sense](https://docs.aifabrix.ai/docs/understanding-ai-fabrix-when-ai-fabrix-does-not-make-sense.md): When AI Fabrix is not the right fit — honest criteria for chat-only use, single-app work, experiments, and autonomous agents before you commit budget.
- [Why Enterprise AI Fails](https://docs.aifabrix.ai/docs/understanding-ai-fabrix-why-enterprise-ai-fails.md): Why enterprise AI stalls — answers vs accountable work, the question-to-outcome chain, and failure modes leaders recognize before funding pilots.
- [Enterprise Reality](https://docs.aifabrix.ai/docs/understanding-ai-fabrix-enterprise-reality.md): Enterprise Reality is what your organization already runs on — systems, roles, policies, and evidence AI must understand before it can complete governed work.
- [The AI Fabrix Operating Model](https://docs.aifabrix.ai/docs/understanding-ai-fabrix-ai-fabrix-operating-model.md): Business-first operating model — Enterprise Reality through four capabilities to outcomes, with technical pillars as how the platform makes governed AI real.
- [What Makes Enterprise AI Different](https://docs.aifabrix.ai/docs/understanding-ai-fabrix-what-makes-enterprise-ai-different.md): Enterprise AI is not chat plus documents. Governed work needs human authority, roles, context, approvals, evidence, and measurable outcomes.
- [From Assistants to Outcomes](https://docs.aifabrix.ai/docs/understanding-ai-fabrix-from-assistants-to-outcomes.md): Organizations buy outcomes, not chatbots. Role Assistants connect business roles to governed tasks, measurable results, evidence, and improvement.
- [Typical Customer Journeys](https://docs.aifabrix.ai/docs/understanding-ai-fabrix-typical-customer-journeys.md): Which AI Fabrix journeys to sell first? Meeting→Action and Proposal Factory prove value in weeks; workforce and customer risk expand after proof.
- [Business Value Examples](https://docs.aifabrix.ai/docs/understanding-ai-fabrix-business-value-examples.md): Measure AI Fabrix value by completed work, not chat. Journey metrics, 60-day proof cases, and pilot scorecards for Meeting→Action and Proposal Factory.
- [Ask AI About AI Fabrix](https://docs.aifabrix.ai/docs/understanding-ai-fabrix-ask-ai-about-ai-fabrix.md): Use external AI to evaluate AI Fabrix properly. Structured prompts for fit, first journeys, 60-day proof, CFO/security challenge, and how to judge AI answers.
- [Evaluation criteria and checklist](https://docs.aifabrix.ai/docs/foundation-evaluation-guide-evaluation-criteria-checklist.md): Platform evaluation dimensions, security checklist, and architecture review questions. See related articles for prerequisites, validation, and next steps.
- [Proof-of-concept framework](https://docs.aifabrix.ai/docs/foundation-evaluation-guide-proof-of-concept-framework.md): 30-day enterprise PoC with full governance fidelity and production carry-forward. See related articles for prerequisites, validation, and next steps.
- [What is AI Fabrix?](https://docs.aifabrix.ai/docs/foundation-what-is-ai-fabrix.md): Product definition — Enterprise Reality usable by AI, operating model, four pillars, and business value. How this fits AI Fabrix governed Role Assistants
- [From Pilots to Production](https://docs.aifabrix.ai/docs/enterprise-ai-architecture-from-pilots-to-production.md): Enterprise AI governance layer, dataplane, lifecycle, and how AI Fabrix inserts controlled access between AI and systems of record.
- [Azure Marketplace installation](https://docs.aifabrix.ai/docs/foundation-azure-marketplace-installation.md): Deploy AI Fabrix from Azure Marketplace and capture controller URLs for tenant activation. See related articles for prerequisites, validation, and next steps.
- [Tenant activation wizard](https://docs.aifabrix.ai/docs/foundation-tenant-activation-wizard.md): Complete controller portal tenant activation from consent through validation until ACTIVE. See related articles for prerequisites, validation, and next steps.
- [First session checklist](https://docs.aifabrix.ai/docs/foundation-first-session-checklist.md): Platform admin portal checks after tenant activation — access, environments, and handoff to integrators. Practical adoption guidance with checkpoints for
- [Connect assistant channels](https://docs.aifabrix.ai/docs/foundation-connect-assistant-channels.md): Platform admin steps to activate role Assistants and connect Teams, Slack, and other channels. Practical adoption guidance with checkpoints for platform
- [Azure services created](https://docs.aifabrix.ai/docs/foundation-azure-services-created.md): Typical Azure resources provisioned when you deploy AI Fabrix from Marketplace — App Services, database, Key Vault, storage, and monitoring for platform admins.
- [Users, groups, and roles](https://docs.aifabrix.ai/docs/operational-trust-users-groups-roles.md): How identity, groups, and business roles create the operating boundary for governed AI work. See related articles for prerequisites, validation, and next steps.
- [Dimensions and protection](https://docs.aifabrix.ai/docs/operational-trust-dimensions-protection.md): Business boundaries and enforceable protection rules that scope AI-assisted work. See related articles for prerequisites, validation, and next steps.
- [Validation and certification](https://docs.aifabrix.ai/docs/operational-trust-validation-certification.md): Prove integrations behave correctly and certify readiness for AI-assisted work. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Authentication for trust](https://docs.aifabrix.ai/docs/operational-trust-authentication-for-trust.md): Architect and security view of authentication methods, credential boundaries, and what AI never receives. How this fits AI Fabrix governed Role Assistants
- [Business entities and resource types](https://docs.aifabrix.ai/docs/operational-trust-business-entities-resource-types.md): Trust lens on resource types — business entity catalog, capabilities, and governance alignment. How this fits AI Fabrix governed Role Assistants, Operational
- [Operate document approval](https://docs.aifabrix.ai/docs/operational-trust-operate-document-approval.md): Operator guide for the Document Approval queue, validation blockers, stewards, and sign-off signals. Practical adoption guidance with checkpoints for platform
- [Governed capabilities](https://docs.aifabrix.ai/docs/build-ai-ready-systems-publish-certify-capabilities.md): Business actions AI may request — checked by Operational Trust before execution. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Business metadata](https://docs.aifabrix.ai/docs/enterprise-knowledge-business-metadata.md): How field mappings and resource types turn system data into business context for AI. See related articles for prerequisites, validation, and next steps.
- [Cross-system relationships](https://docs.aifabrix.ai/docs/enterprise-knowledge-cross-system-relationships.md): Link business entities across systems into unified context for AI. How this fits AI Fabrix governed Role Assistants, Operational Trust, and certifiable AI work.
- [Enterprise MCP](https://docs.aifabrix.ai/docs/enterprise-knowledge-enterprise-mcp.md): Governed MCP interface to business context and capabilities for AI. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Record, document, and service contracts](https://docs.aifabrix.ai/docs/enterprise-knowledge-record-document-service-contracts.md): Business view of record, document, vector, and message storage contracts in Enterprise Knowledge. How this fits AI Fabrix governed Role Assistants, Operational
- [Data sync and freshness](https://docs.aifabrix.ai/docs/enterprise-knowledge-data-sync-freshness.md): Concept view of sync modes, operational freshness, and certification impact for Enterprise Knowledge. How this fits AI Fabrix governed Role Assistants
- [Document approval and governance](https://docs.aifabrix.ai/docs/enterprise-knowledge-document-approval-governance.md): Business view of human review for document storage — queue, governed metadata, required links, and audit. How this fits AI Fabrix governed Role Assistants
- [Records search and AI context](https://docs.aifabrix.ai/docs/enterprise-knowledge-records-search-ai-context.md): Cross-datasource search, ABAC-first policy, intents, and when to combine records search with RAG. How this fits AI Fabrix governed Role Assistants, Operational
- [Static data for dimensions](https://docs.aifabrix.ai/docs/enterprise-knowledge-static-data-for-dimensions.md): When and why integrators add static reference datasources for ABAC dimensions and cross-system joins. How this fits AI Fabrix governed Role Assistants
- [Agent metadata and trust](https://docs.aifabrix.ai/docs/build-ai-ready-systems-publish-certify-agent-metadata-trust.md): Five metadata layers, trust before automation, and how business knowledge gates AI-assisted use. How this fits AI Fabrix governed Role Assistants, Operational
- [What is a Role Assistant?](https://docs.aifabrix.ai/docs/role-assistants-what-is-a-role-assistant.md): Human-owned, role-scoped assistants that complete recurring work through governed capabilities. How this fits AI Fabrix governed Role Assistants, Operational
- [Business context replaces prompts](https://docs.aifabrix.ai/docs/role-assistants-business-context-replaces-prompts.md): Role Assistants use business context, not prompts — operationalizing enterprise knowledge for consistent, auditable AI work.
- [Governed capabilities, not agents](https://docs.aifabrix.ai/docs/role-assistants-governed-capabilities-not-agents.md): Why role assistants request governed capabilities instead of calling systems directly. See related articles for prerequisites, validation, and next steps.
- [Tasks and outcomes](https://docs.aifabrix.ai/docs/role-assistants-tasks-outcomes.md): Tasks as the unit of Role Assistants work — objectives, outcomes, and evidence. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Governed work execution](https://docs.aifabrix.ai/docs/role-assistants-governed-work-execution.md): How role-scoped work passes through capabilities, policy, approval, and evidence. See related articles for prerequisites, validation, and next steps.
- [Skill levels and promotion](https://docs.aifabrix.ai/docs/role-assistants-skill-levels-promotion.md): How role assistants show maturity through evidence — without gaining new authority. See related articles for prerequisites, validation, and next steps.
- [Assistant channels](https://docs.aifabrix.ai/docs/role-assistants-assistant-channels.md): Business view of role-based Assistants, channel types, delivery flow, and admin vs integrator responsibilities. How this fits AI Fabrix governed Role
- [How role assistants are created](https://docs.aifabrix.ai/docs/role-assistants-how-role-assistants-are-created.md): Platform-generated role assistants — admin availability, user activation, and what users do not configure. How this fits AI Fabrix governed Role Assistants
- [Role Assistant examples](https://docs.aifabrix.ai/docs/role-assistants-role-assistant-examples.md): Role Assistant examples for Sales, Customer Success, Project, Finance, Procurement, and Data Quality pilots — planning patterns, not product SKUs.
- [Evidence vs conversation history](https://docs.aifabrix.ai/docs/evidence-fabrix-evidence-vs-conversation-history.md): Why completed-work evidence replaces chat history for learning and audit. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Operational memory](https://docs.aifabrix.ai/docs/evidence-fabrix-operational-memory.md): Reusable enterprise knowledge derived from completed governed work. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Learning from completed work](https://docs.aifabrix.ai/docs/evidence-fabrix-learning-from-completed-work.md): How evidence from task outcomes improves role assistants without expanding authority. See related articles for prerequisites, validation, and next steps.
- [Audit and regulatory readiness](https://docs.aifabrix.ai/docs/evidence-fabrix-audit-regulatory-readiness.md): How evidence from governed work supports audit and AI governance review. Part of AI Fabrix governed enterprise AI — see related articles below.
- [AI Wizard overview](https://docs.aifabrix.ai/docs/build-ai-ready-systems-get-started-wizard-basics-ai-wizard-overview.md): Guided external system generation from OpenAPI or MCP. Practical adoption guidance with checkpoints for platform admins, architects, and operators.
- [Create an integration](https://docs.aifabrix.ai/docs/build-ai-ready-systems-get-started-wizard-basics-create-integration.md): Scaffold integration folder and application manifest. Step-by-step for integrators — prerequisites, validate commands, and links to concept pages.
- [Create an enterprise external system](https://docs.aifabrix.ai/docs/build-ai-ready-systems-get-started-create-enterprise-external-system.md): End-to-end walkthrough — make an enterprise system AI-ready with wizard, metadata, governance, and certification. Step-by-step for integrators — prerequisites
- [Developer journey](https://docs.aifabrix.ai/docs/build-ai-ready-systems-get-started-developer-journey.md): End-to-end developer process for making enterprise reality usable by AI. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Quickstart: new external system](https://docs.aifabrix.ai/docs/build-ai-ready-systems-get-started-quickstart-new-external-system.md): CLI-first path from create to upload, test, and certify a new external system. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Developer workstation setup](https://docs.aifabrix.ai/docs/build-ai-ready-systems-get-started-developer-workstation-setup.md): Install Node, Builder CLI, editor, Git, and connect to an ACTIVE tenant for integration work. Step-by-step for integrators — prerequisites, validate commands
- [Minimum viable external system checklist](https://docs.aifabrix.ai/docs/build-ai-ready-systems-build-reference-minimum-viable-manifest-checklist.md): Index checklist linking schema mandatory fields, CLI matrix, and build path pages for one recordStorage integration. Section index with navigation
- [External systems](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-external-systems.md): External system JSON, auth, and contract configuration. How this fits AI Fabrix governed Role Assistants, Operational Trust, and certifiable AI work.
- [Datasources](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-datasources.md): Model business entities with field mappings, sync, and CIP. How this fits AI Fabrix governed Role Assistants, Operational Trust, and certifiable AI work.
- [Field mappings and business metadata](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-field-mappings.md): Map system fields to business metadata and resource types. Step-by-step for integrators — prerequisites, validate commands, and links to concept pages.
- [External system types](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-external-system-types.md): Choose openapi, mcp, or custom type and record vs document posture in system JSON. See related articles for prerequisites, validation, and next steps.
- [Datasource entity types](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-datasource-entity-types.md): Set recordStorage, documentStorage, vectorStore, messageService, or none per datasource. See related articles for prerequisites, validation, and next steps.
- [Resource types](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-resource-types.md): Declare resourceType on datasources and align capability and RBAC names. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Build a record storage datasource](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-build-record-storage-datasource.md): CLI-first checklist for entityType recordStorage — primaryKey, externalId, sync, fieldMappings, exposed. Step-by-step for integrators — prerequisites, validate
- [Build a document storage datasource](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-build-document-storage-datasource.md): CLI-first checklist for entityType documentStorage — sync ingestion, metadata, exposed document capabilities. Step-by-step for integrators — prerequisites
- [Build a vector store datasource](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-build-vector-store-datasource.md): Configure entityType vectorStore for semantic search and RAG with governed metadata. See related articles for prerequisites, validation, and next steps.
- [Records search integration](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-records-search-integration.md): Configure record:search permission, request shape, and ABAC-aware cross-datasource queries. See related articles for prerequisites, validation, and next steps.
- [Build a static datasource](https://docs.aifabrix.ai/docs/build-ai-ready-systems-model-system-build-static-datasource.md): Create, validate, and upload a static reference datasource for ABAC dimensions using Builder CLI. Step-by-step for integrators — prerequisites, validate
- [Authentication](https://docs.aifabrix.ai/docs/build-ai-ready-systems-govern-protect-authentication.md): Configure trusted credentials for external systems. Step-by-step for integrators — prerequisites, validate commands, and links to concept pages.
- [Dimensions and access model](https://docs.aifabrix.ai/docs/build-ai-ready-systems-govern-protect-dimensions-access-model.md): Define ABAC dimensions and business visibility boundaries. Step-by-step for integrators — prerequisites, validate commands, and links to concept pages.
- [Linking foreign keys and protection](https://docs.aifabrix.ai/docs/build-ai-ready-systems-govern-protect-linking-foreign-keys-protection.md): Cross-system relationships and protection rules. Step-by-step for integrators — prerequisites, validate commands, and links to concept pages.
- [Business roles and RBAC](https://docs.aifabrix.ai/docs/build-ai-ready-systems-govern-protect-business-roles-rbac.md): Configure business role names, rbac.yaml, and capability mapping for external systems. See related articles for prerequisites, validation, and next steps.
- [Platform developer access](https://docs.aifabrix.ai/docs/build-ai-ready-systems-govern-protect-platform-developer-access.md): Miso controller and dataplane personas for Builder CLI and online integration work. See related articles for prerequisites, validation, and next steps.
- [Authentication methods catalog](https://docs.aifabrix.ai/docs/build-ai-ready-systems-govern-protect-authentication-methods-catalog.md): Configure vendor API auth and Builder CLI session methods for integrations. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Protection manifests and upload](https://docs.aifabrix.ai/docs/build-ai-ready-systems-govern-protect-protection-manifests-upload.md): Create, validate, and upload protection manifests under integration/.protection/. See related articles for prerequisites, validation, and next steps.
- [Test protection and governance](https://docs.aifabrix.ai/docs/build-ai-ready-systems-govern-protect-test-protection-governance.md): Run verify-governance and governance scenario packs to certify ABAC visibility. Part of AI Fabrix governed enterprise AI — see related articles below.
- [Validation, schemas, and repair](https://docs.aifabrix.ai/docs/build-ai-ready-systems-validate-test-validation-schemas-repair.md): Validate configs, repair drift, and run test ladder. Step-by-step for integrators — prerequisites, validate commands, and links to concept pages.
- [CLI workflow reference](https://docs.aifabrix.ai/docs/build-ai-ready-systems-validate-test-cli-workflow.md): Builder CLI command ladder for integration development. Authoritative field reference — cross-check anchor schemas before upload and certification.
- [Test ladder and protection](https://docs.aifabrix.ai/docs/build-ai-ready-systems-validate-test-test-ladder-protection.md): When to run validate, integration, E2E, verify-operations, verify-trust, and verify-governance. Step-by-step for integrators — prerequisites, validate
- [CIP execution](https://docs.aifabrix.ai/docs/build-ai-ready-systems-publish-certify-cip-execution.md): Composable Integration Pipelines for governed runtime execution. How this fits AI Fabrix governed Role Assistants, Operational Trust, and certifiable AI work.
- [OpenAPI and MCP contracts](https://docs.aifabrix.ai/docs/build-ai-ready-systems-publish-certify-openapi-mcp-contracts.md): Published REST and Enterprise MCP surfaces after upload. How this fits AI Fabrix governed Role Assistants, Operational Trust, and certifiable AI work.
- [Deployment and upload](https://docs.aifabrix.ai/docs/build-ai-ready-systems-publish-certify-deployment-upload.md): Upload to dataplane and deploy through controller when required. Step-by-step for integrators — prerequisites, validate commands, and links to concept pages.
- [Certification](https://docs.aifabrix.ai/docs/build-ai-ready-systems-publish-certify-certification.md): Verify trust and governance readiness for AI-assisted use. Step-by-step for integrators — prerequisites, validate commands, and links to concept pages.
- [Download, repair, and show online](https://docs.aifabrix.ai/docs/build-ai-ready-systems-operate-lifecycle-download-repair-show-online.md): Maintain integration lifecycle against published online state. Step-by-step for integrators — prerequisites, validate commands, and links to concept pages.
- [Configure document approval](https://docs.aifabrix.ai/docs/build-ai-ready-systems-operate-configure-document-approval.md): Manifest checklist for document-storage approval — foreign keys, dimensions, processing flags, validate ladder. Step-by-step for integrators — prerequisites
- [Executive overview](https://docs.aifabrix.ai/docs/adopt-executive-overview.md): Business outcomes, four pillars, and adoption framing for executives and architects. See related articles for prerequisites, validation, and next steps.
- [Architect overview](https://docs.aifabrix.ai/docs/adopt-architect-overview.md): Adoption guide for enterprise architects — pillars, trust boundaries, integration standards, and certification gates. How this fits AI Fabrix governed Role
- [AI Fabrix operating model](https://docs.aifabrix.ai/docs/adopt-role-assistants-operating-model.md): Architect adoption journey across four pillars, integration, certification, and operations. See related articles for prerequisites, validation, and next steps.
- [Adoption roadmap](https://docs.aifabrix.ai/docs/adopt-adoption-roadmap.md): Phased adoption from pilot through certification, Role Assistant pilot, and scale. How governed Role Assistants fit Operational Trust and Enterprise Knowledge.
- [Operating model](https://docs.aifabrix.ai/docs/adopt-operating-model.md): Day-to-day roles, cadence, decision gates, and trust boundaries for running AI Fabrix. See related articles for prerequisites, validation, and next steps.
- [Installation and onboarding](https://docs.aifabrix.ai/docs/adopt-installation-onboarding.md): Business path from Azure Marketplace through tenant activation to first platform work. See related articles for prerequisites, validation, and next steps.
- [Platform architecture](https://docs.aifabrix.ai/docs/architecture-platform-architecture.md): Four pillars and enabling layers — Miso, Dataplane, MCP. How this fits AI Fabrix governed Role Assistants, Operational Trust, and certifiable AI work.
- [Trust boundaries](https://docs.aifabrix.ai/docs/architecture-trust-boundaries.md): Enforcement zones for identity, policy, execution, evidence. How this fits AI Fabrix governed Role Assistants, Operational Trust, and certifiable AI work.
- [Platform sizing and environments](https://docs.aifabrix.ai/docs/architecture-platform-sizing-environments.md): Sizing presets, environment progression, and scale-out without architectural rework. See related articles for prerequisites, validation, and next steps.
- [External system schema](https://docs.aifabrix.ai/docs/reference-external-system-schema.md): Field reference for external-system-schema (schema version 1.8.0 — verify in source file). See related articles for prerequisites, validation, and next steps.
- [External datasource schema](https://docs.aifabrix.ai/docs/reference-external-datasource-schema.md): Field reference for external-datasource-schema (schema version 2.7.2 — verify in source file). Authoritative field reference — cross-check anchor schemas
- [Application schema](https://docs.aifabrix.ai/docs/reference-application-schema.md): Field reference for application-schema (schema version 1.4.0 — verify in source file). See related articles for prerequisites, validation, and next steps.
- [Enterprise MCP reference](https://docs.aifabrix.ai/docs/reference-enterprise-mcp-reference.md): MCP tools, enterprise capability keys, datasource selector. Authoritative field reference — cross-check anchor schemas before upload and certification.
- [CLI reference](https://docs.aifabrix.ai/docs/reference-cli-reference.md): Builder CLI command index for integration lifecycle. Authoritative field reference — cross-check anchor schemas before upload and certification.
- [Is AI Fabrix suitable for my company?](https://docs.aifabrix.ai/docs/ai-evaluation-guide-is-ai-fabrix-suitable-for-my-company.md): Company fit signals with suitable-when and not-suitable-when facts plus a template answer for AI-assisted evaluation. For executives and procurement teams.
- [Best first use cases](https://docs.aifabrix.ai/docs/ai-evaluation-guide-best-first-use-cases.md): First Role Assistants by industry—professional services, manufacturing, financial services, healthcare—with links to the outcome library for pilots.
- [How customers start](https://docs.aifabrix.ai/docs/ai-evaluation-guide-how-customers-start.md): How enterprises scope a first pilot: company size, systems order, business problem, first assistant, outcomes, and 30-day value framing for evaluation.
- [Business outcome library](https://docs.aifabrix.ai/docs/ai-evaluation-guide-business-outcome-library.md): Problem, Role Assistant, outcome, and typical KPI table with twelve or more examples for sales, finance, compliance, and data quality planning frames.
- [How AI Fabrix differs from alternatives](https://docs.aifabrix.ai/docs/ai-evaluation-guide-how-ai-fabrix-differs-from-alternatives.md): How AI Fabrix compares to Copilot, ChatGPT Enterprise, agent platforms, automation, and iPaaS using is-is-not framing—no feature wars—for procurement review.
- [Ask AI about AI Fabrix (prompts)](https://docs.aifabrix.ai/docs/ai-evaluation-guide-ask-ai-about-ai-fabrix-prompts.md): Copy-paste prompts for suitability, first assistants, 30-day pilot, systems order, and alternatives. Use with external AI plus the public documentation site.

## v1-api (API Reference)

- [Introduction](https://docs.aifabrix.ai/apidocs/introduction.md)
- [List all template applications](https://docs.aifabrix.ai/apidocs/list-all-template-applications.md)
- [Register new template application](https://docs.aifabrix.ai/apidocs/register-new-template-application.md)
- [Get template application detail](https://docs.aifabrix.ai/apidocs/get-template-application-detail.md)
- [Update template application](https://docs.aifabrix.ai/apidocs/update-template-application.md)
- [Remove template application](https://docs.aifabrix.ai/apidocs/remove-template-application.md)
- [Register external system RBAC and generate credentials](https://docs.aifabrix.ai/apidocs/register-external-system-rbac-and-generate-credentials.md)
- [Get current configuration](https://docs.aifabrix.ai/apidocs/get-current-configuration.md)
- [Update configuration](https://docs.aifabrix.ai/apidocs/update-configuration.md)
- [Get feature flags](https://docs.aifabrix.ai/apidocs/get-feature-flags.md)
- [Get specific feature flag](https://docs.aifabrix.ai/apidocs/get-specific-feature-flag.md)
- [Get maintenance mode status](https://docs.aifabrix.ai/apidocs/get-maintenance-mode-status.md)
- [Reset configuration to defaults](https://docs.aifabrix.ai/apidocs/reset-configuration-to-defaults.md)
- [Validate configuration](https://docs.aifabrix.ai/apidocs/validate-configuration.md)
- [Get controller status](https://docs.aifabrix.ai/apidocs/get-controller-status.md)
- [Update controller settings](https://docs.aifabrix.ai/apidocs/update-controller-settings.md)
- [Health check](https://docs.aifabrix.ai/apidocs/health-check.md)
- [Readiness check](https://docs.aifabrix.ai/apidocs/readiness-check.md)
- [Liveness check](https://docs.aifabrix.ai/apidocs/liveness-check.md)
- [Detailed health check](https://docs.aifabrix.ai/apidocs/detailed-health-check.md)
- [Debug environment variables](https://docs.aifabrix.ai/apidocs/debug-environment-variables.md)
- [Onboarding status check](https://docs.aifabrix.ai/apidocs/onboarding-status-check.md)
- [Get dashboard summary](https://docs.aifabrix.ai/apidocs/get-dashboard-summary.md)
- [Get license summary](https://docs.aifabrix.ai/apidocs/get-license-summary.md)
- [Get environment cards](https://docs.aifabrix.ai/apidocs/get-environment-cards.md)
- [Get recent deployment activity](https://docs.aifabrix.ai/apidocs/get-recent-deployment-activity.md)
- [Get access overview](https://docs.aifabrix.ai/apidocs/get-access-overview.md)
- [Get audit feed](https://docs.aifabrix.ai/apidocs/get-audit-feed.md)
- [Get current user information](https://docs.aifabrix.ai/apidocs/get-current-user-information.md)
- [Initiate login flow](https://docs.aifabrix.ai/apidocs/initiate-login-flow.md)
- [Initiate OAuth2 Device Code Flow](https://docs.aifabrix.ai/apidocs/initiate-oauth2-device-code-flow.md)
- [OAuth2 callback endpoint](https://docs.aifabrix.ai/apidocs/oauth2-callback-endpoint.md)
- [Validate authentication token](https://docs.aifabrix.ai/apidocs/validate-authentication-token.md)
- [Generate x-client-token](https://docs.aifabrix.ai/apidocs/generate-x-client-token.md)
- [Generate x-client-token for frontend application](https://docs.aifabrix.ai/apidocs/generate-x-client-token-for-frontend-application.md)
- [Generate x-client-token for frontend application](https://docs.aifabrix.ai/apidocs/generate-x-client-token-for-frontend-application-1.md)
- [Refresh user access token](https://docs.aifabrix.ai/apidocs/refresh-user-access-token.md)
- [Logout user](https://docs.aifabrix.ai/apidocs/logout-user.md)
- [Get user roles](https://docs.aifabrix.ai/apidocs/get-user-roles.md)
- [Refresh user roles](https://docs.aifabrix.ai/apidocs/refresh-user-roles.md)
- [Get user permissions](https://docs.aifabrix.ai/apidocs/get-user-permissions.md)
- [Refresh user permissions](https://docs.aifabrix.ai/apidocs/refresh-user-permissions.md)
- [Get cache statistics](https://docs.aifabrix.ai/apidocs/get-cache-statistics.md)
- [Get cache performance metrics](https://docs.aifabrix.ai/apidocs/get-cache-performance-metrics.md)
- [Get cache efficiency metrics](https://docs.aifabrix.ai/apidocs/get-cache-efficiency-metrics.md)
- [Clear authentication cache](https://docs.aifabrix.ai/apidocs/clear-authentication-cache.md)
- [Invalidate cache entries](https://docs.aifabrix.ai/apidocs/invalidate-cache-entries.md)
- [Device code login diagnostics](https://docs.aifabrix.ai/apidocs/device-code-login-diagnostics.md)
- [Poll for device code token](https://docs.aifabrix.ai/apidocs/poll-for-device-code-token.md)
- [Refresh device code access token](https://docs.aifabrix.ai/apidocs/refresh-device-code-access-token.md)
- [Exchange external OAuth token for Keycloak token](https://docs.aifabrix.ai/apidocs/exchange-external-oauth-token-for-keycloak-token.md)
- [Start OAuth link flow](https://docs.aifabrix.ai/apidocs/start-oauth-link-flow.md)
- [OAuth callback handler](https://docs.aifabrix.ai/apidocs/oauth-callback-handler.md)
- [Mint access token](https://docs.aifabrix.ai/apidocs/mint-access-token.md)
- [List my delegated credentials](https://docs.aifabrix.ai/apidocs/list-my-delegated-credentials.md)
- [Revoke my delegation](https://docs.aifabrix.ai/apidocs/revoke-my-delegation.md)
- [List all delegated credentials (Admin)](https://docs.aifabrix.ai/apidocs/list-all-delegated-credentials-admin.md)
- [Revoke delegation by ID (Admin)](https://docs.aifabrix.ai/apidocs/revoke-delegation-by-id-admin.md)
- [List all environments](https://docs.aifabrix.ai/apidocs/list-all-environments.md)
- [Create new environment](https://docs.aifabrix.ai/apidocs/create-new-environment.md)
- [Get environment by key](https://docs.aifabrix.ai/apidocs/get-environment-by-key.md)
- [Update environment by key](https://docs.aifabrix.ai/apidocs/update-environment-by-key.md)
- [Get environment status](https://docs.aifabrix.ai/apidocs/get-environment-status.md)
- [List roles for environment](https://docs.aifabrix.ai/apidocs/list-roles-for-environment.md)
- [Add role mapping to groups](https://docs.aifabrix.ai/apidocs/add-role-mapping-to-groups.md)
- [Register application with minimal schema](https://docs.aifabrix.ai/apidocs/register-application-with-minimal-schema.md)
- [Rotate client secret](https://docs.aifabrix.ai/apidocs/rotate-client-secret.md)
- [List applications in environment](https://docs.aifabrix.ai/apidocs/list-applications-in-environment.md)
- [Create application in environment](https://docs.aifabrix.ai/apidocs/create-application-in-environment.md)
- [Get application details](https://docs.aifabrix.ai/apidocs/get-application-details.md)
- [Update application](https://docs.aifabrix.ai/apidocs/update-application.md)
- [Remove application (soft delete)](https://docs.aifabrix.ai/apidocs/remove-application-soft-delete.md)
- [Get application status (without configuration)](https://docs.aifabrix.ai/apidocs/get-application-status-without-configuration.md)
- [Update own application status (self-service)](https://docs.aifabrix.ai/apidocs/update-own-application-status-self-service.md)
- [List application deployments](https://docs.aifabrix.ai/apidocs/list-application-deployments.md)
- [List deployments for an environment](https://docs.aifabrix.ai/apidocs/list-deployments-for-an-environment.md)
- [Deploy an application to an environment](https://docs.aifabrix.ai/apidocs/deploy-an-application-to-an-environment.md)
- [Rollback application to a previous deployment](https://docs.aifabrix.ai/apidocs/rollback-application-to-a-previous-deployment.md)
- [Deploy environment infrastructure](https://docs.aifabrix.ai/apidocs/deploy-environment-infrastructure.md)
- [Get deployment with jobs and logs](https://docs.aifabrix.ai/apidocs/get-deployment-with-jobs-and-logs.md)
- [Get deployment job logs](https://docs.aifabrix.ai/apidocs/get-deployment-job-logs.md)
- [Get Keycloak configuration status](https://docs.aifabrix.ai/apidocs/get-keycloak-configuration-status.md)
- [Manually trigger Keycloak installation](https://docs.aifabrix.ai/apidocs/manually-trigger-keycloak-installation.md)
- [Assign controller service account roles](https://docs.aifabrix.ai/apidocs/assign-controller-service-account-roles.md)
- [Update Keycloak configuration](https://docs.aifabrix.ai/apidocs/update-keycloak-configuration.md)
- [Update Keycloak client to public](https://docs.aifabrix.ai/apidocs/update-keycloak-client-to-public.md)
- [Create log entry](https://docs.aifabrix.ai/apidocs/create-log-entry.md)
- [Create multiple log entries in batch](https://docs.aifabrix.ai/apidocs/create-multiple-log-entries-in-batch.md)
- [List general logs](https://docs.aifabrix.ai/apidocs/list-general-logs.md)
- [Get general log by ID](https://docs.aifabrix.ai/apidocs/get-general-log-by-id.md)
- [List audit logs](https://docs.aifabrix.ai/apidocs/list-audit-logs.md)
- [Get audit log by ID](https://docs.aifabrix.ai/apidocs/get-audit-log-by-id.md)
- [List job logs](https://docs.aifabrix.ai/apidocs/list-job-logs.md)
- [Get job log by ID](https://docs.aifabrix.ai/apidocs/get-job-log-by-id.md)
- [Get log statistics summary](https://docs.aifabrix.ai/apidocs/get-log-statistics-summary.md)
- [Get error statistics](https://docs.aifabrix.ai/apidocs/get-error-statistics.md)
- [Get user activity statistics](https://docs.aifabrix.ai/apidocs/get-user-activity-statistics.md)
- [Get application statistics](https://docs.aifabrix.ai/apidocs/get-application-statistics.md)
- [Export logs](https://docs.aifabrix.ai/apidocs/export-logs.md)
- [List audit logs](https://docs.aifabrix.ai/apidocs/list-audit-logs-1.md)
- [Get audit statistics](https://docs.aifabrix.ai/apidocs/get-audit-statistics.md)
- [Get entity audit trail](https://docs.aifabrix.ai/apidocs/get-entity-audit-trail.md)
- [Check audit logging health](https://docs.aifabrix.ai/apidocs/check-audit-logging-health.md)
- [Verify audit log integrity](https://docs.aifabrix.ai/apidocs/verify-audit-log-integrity.md)
- [Pipeline health check](https://docs.aifabrix.ai/apidocs/pipeline-health-check.md)
- [Validate deployment configuration](https://docs.aifabrix.ai/apidocs/validate-deployment-configuration.md)
- [Deploy application](https://docs.aifabrix.ai/apidocs/deploy-application.md)
- [Get deployment status](https://docs.aifabrix.ai/apidocs/get-deployment-status.md)
- [Create service user](https://docs.aifabrix.ai/apidocs/create-service-user.md)
- [List all service users](https://docs.aifabrix.ai/apidocs/list-all-service-users.md)
- [Get service user by ID](https://docs.aifabrix.ai/apidocs/get-service-user-by-id.md)
- [Delete service user](https://docs.aifabrix.ai/apidocs/delete-service-user.md)
- [Regenerate service user secret](https://docs.aifabrix.ai/apidocs/regenerate-service-user-secret.md)
- [Update service user groups](https://docs.aifabrix.ai/apidocs/update-service-user-groups.md)
- [Update service user redirect URIs](https://docs.aifabrix.ai/apidocs/update-service-user-redirect-uris.md)
- [Health check for Keycloak sync service](https://docs.aifabrix.ai/apidocs/health-check-for-keycloak-sync-service.md)
- [Full sync all users and groups](https://docs.aifabrix.ai/apidocs/full-sync-all-users-and-groups.md)
- [Trigger full sync to dataplane](https://docs.aifabrix.ai/apidocs/trigger-full-sync-to-dataplane.md)
- [Check dataplane credentials ready](https://docs.aifabrix.ai/apidocs/check-dataplane-credentials-ready.md)
- [Trigger full dimension sync to dataplane](https://docs.aifabrix.ai/apidocs/trigger-full-dimension-sync-to-dataplane.md)
- [List all available application templates](https://docs.aifabrix.ai/apidocs/list-all-available-application-templates.md)
- [Get a specific template by key](https://docs.aifabrix.ai/apidocs/get-a-specific-template-by-key.md)
- [Validate a template](https://docs.aifabrix.ai/apidocs/validate-a-template.md)
- [Health check endpoint](https://docs.aifabrix.ai/apidocs/health-check-endpoint.md)
- [Get installation status](https://docs.aifabrix.ai/apidocs/get-installation-status.md)
- [Get installation logs (SSE stream)](https://docs.aifabrix.ai/apidocs/get-installation-logs-sse-stream.md)
- [Start installation workflow](https://docs.aifabrix.ai/apidocs/start-installation-workflow.md)
- [Get onboarding configuration](https://docs.aifabrix.ai/apidocs/get-onboarding-configuration.md)
- [Validate license](https://docs.aifabrix.ai/apidocs/validate-license.md)
- [Store onboarding configuration](https://docs.aifabrix.ai/apidocs/store-onboarding-configuration.md)
- [Pick up signed license JWT from Mori](https://docs.aifabrix.ai/apidocs/pick-up-signed-license-jwt-from-mori.md)
- [Apply manual license JWT](https://docs.aifabrix.ai/apidocs/apply-manual-license-jwt.md)
- [Get onboarding status](https://docs.aifabrix.ai/apidocs/get-onboarding-status.md)
- [Generate Entra ID consent URL](https://docs.aifabrix.ai/apidocs/generate-entra-id-consent-url.md)
- [Entra ID consent callback](https://docs.aifabrix.ai/apidocs/entra-id-consent-callback.md)
- [Configure Entra ID SSO](https://docs.aifabrix.ai/apidocs/configure-entra-id-sso.md)
- [Get SCIM service provider configuration](https://docs.aifabrix.ai/apidocs/get-scim-service-provider-configuration.md)
- [Get SCIM schemas](https://docs.aifabrix.ai/apidocs/get-scim-schemas.md)
- [List users](https://docs.aifabrix.ai/apidocs/list-users.md)
- [Create user](https://docs.aifabrix.ai/apidocs/create-user.md)
- [Get user by ID](https://docs.aifabrix.ai/apidocs/get-user-by-id.md)
- [Update user (full update)](https://docs.aifabrix.ai/apidocs/update-user-full-update.md)
- [Update user (partial update)](https://docs.aifabrix.ai/apidocs/update-user-partial-update.md)
- [Delete user](https://docs.aifabrix.ai/apidocs/delete-user.md)
- [List groups](https://docs.aifabrix.ai/apidocs/list-groups.md)
- [Create group](https://docs.aifabrix.ai/apidocs/create-group.md)
- [Get group by ID](https://docs.aifabrix.ai/apidocs/get-group-by-id.md)
- [Update group (full update)](https://docs.aifabrix.ai/apidocs/update-group-full-update.md)
- [Update group (partial update)](https://docs.aifabrix.ai/apidocs/update-group-partial-update.md)
- [Delete group](https://docs.aifabrix.ai/apidocs/delete-group.md)
- [Get SCIM configuration](https://docs.aifabrix.ai/apidocs/get-scim-configuration.md)
- [Rotate SCIM token](https://docs.aifabrix.ai/apidocs/rotate-scim-token.md)
- [List users](https://docs.aifabrix.ai/apidocs/list-users-1.md)
- [Create user](https://docs.aifabrix.ai/apidocs/create-user-1.md)
- [Get user by ID](https://docs.aifabrix.ai/apidocs/get-user-by-id-1.md)
- [Update user](https://docs.aifabrix.ai/apidocs/update-user.md)
- [Delete user](https://docs.aifabrix.ai/apidocs/delete-user-1.md)
- [Get user's groups](https://docs.aifabrix.ai/apidocs/get-users-groups.md)
- [Add user to group](https://docs.aifabrix.ai/apidocs/add-user-to-group.md)
- [Remove user from group](https://docs.aifabrix.ai/apidocs/remove-user-from-group.md)
- [Update user-group membership](https://docs.aifabrix.ai/apidocs/update-user-group-membership.md)
- [List all user-group memberships](https://docs.aifabrix.ai/apidocs/list-all-user-group-memberships.md)
- [List groups](https://docs.aifabrix.ai/apidocs/list-groups-1.md)
- [Create group](https://docs.aifabrix.ai/apidocs/create-group-1.md)
- [Get group by ID](https://docs.aifabrix.ai/apidocs/get-group-by-id-1.md)
- [Update group](https://docs.aifabrix.ai/apidocs/update-group.md)
- [Delete group](https://docs.aifabrix.ai/apidocs/delete-group-1.md)
- [Get group members](https://docs.aifabrix.ai/apidocs/get-group-members.md)
- [List delegated identity providers](https://docs.aifabrix.ai/apidocs/list-delegated-identity-providers.md)
- [Create delegated identity provider](https://docs.aifabrix.ai/apidocs/create-delegated-identity-provider.md)
- [Get delegated identity provider by ID](https://docs.aifabrix.ai/apidocs/get-delegated-identity-provider-by-id.md)
- [Update delegated identity provider](https://docs.aifabrix.ai/apidocs/update-delegated-identity-provider.md)
- [Delete delegated identity provider](https://docs.aifabrix.ai/apidocs/delete-delegated-identity-provider.md)
- [Discover OIDC metadata](https://docs.aifabrix.ai/apidocs/discover-oidc-metadata.md)
- [List dimensions](https://docs.aifabrix.ai/apidocs/list-dimensions.md)
- [Create dimension](https://docs.aifabrix.ai/apidocs/create-dimension.md)
- [Get dimension by ID or key](https://docs.aifabrix.ai/apidocs/get-dimension-by-id-or-key.md)
- [Update dimension](https://docs.aifabrix.ai/apidocs/update-dimension.md)
- [Delete dimension](https://docs.aifabrix.ai/apidocs/delete-dimension.md)
- [List dimension values](https://docs.aifabrix.ai/apidocs/list-dimension-values.md)
- [Create dimension value](https://docs.aifabrix.ai/apidocs/create-dimension-value.md)
- [Get dimension value by ID](https://docs.aifabrix.ai/apidocs/get-dimension-value-by-id.md)
- [Update dimension value](https://docs.aifabrix.ai/apidocs/update-dimension-value.md)
- [Delete dimension value](https://docs.aifabrix.ai/apidocs/delete-dimension-value.md)
- [Encrypt a security parameter](https://docs.aifabrix.ai/apidocs/encrypt-a-security-parameter.md)
- [Decrypt a security parameter](https://docs.aifabrix.ai/apidocs/decrypt-a-security-parameter.md)
- [Get tenant activation status](https://docs.aifabrix.ai/apidocs/get-tenant-activation-status.md)
- [Get tenant info (TA-0)](https://docs.aifabrix.ai/apidocs/get-tenant-info-ta-0.md)
- [Validate consent data (TA-0)](https://docs.aifabrix.ai/apidocs/validate-consent-data-ta-0.md)
- [Issue Mori token (TA-0)](https://docs.aifabrix.ai/apidocs/issue-mori-token-ta-0.md)
- [Get preset options (TA-2)](https://docs.aifabrix.ai/apidocs/get-preset-options-ta-2.md)
- [Get license status (TA-2)](https://docs.aifabrix.ai/apidocs/get-license-status-ta-2.md)
- [Select preset (TA-2)](https://docs.aifabrix.ai/apidocs/select-preset-ta-2.md)
- [Get access model configuration (TA-3)](https://docs.aifabrix.ai/apidocs/get-access-model-configuration-ta-3.md)
- [Update access model configuration (TA-3)](https://docs.aifabrix.ai/apidocs/update-access-model-configuration-ta-3.md)
- [Get existing LLM configurations (TA-3)](https://docs.aifabrix.ai/apidocs/get-existing-llm-configurations-ta-3.md)
- [Get role mappings (TA-3)](https://docs.aifabrix.ai/apidocs/get-role-mappings-ta-3.md)
- [Validate access model configuration (TA-3)](https://docs.aifabrix.ai/apidocs/validate-access-model-configuration-ta-3.md)
- [Get endpoint configuration (TA-4)](https://docs.aifabrix.ai/apidocs/get-endpoint-configuration-ta-4.md)
- [Update endpoint configuration (TA-4)](https://docs.aifabrix.ai/apidocs/update-endpoint-configuration-ta-4.md)
- [Validate endpoint configuration (TA-4)](https://docs.aifabrix.ai/apidocs/validate-endpoint-configuration-ta-4.md)
- [Validate activation (TA-5)](https://docs.aifabrix.ai/apidocs/validate-activation-ta-5.md)
- [Start deployment (TA-5)](https://docs.aifabrix.ai/apidocs/start-deployment-ta-5.md)
- [Get deployment status (TA-5)](https://docs.aifabrix.ai/apidocs/get-deployment-status-ta-5.md)
- [Cancel deployment (TA-5)](https://docs.aifabrix.ai/apidocs/cancel-deployment-ta-5.md)
- [Get deployment logs (TA-5)](https://docs.aifabrix.ai/apidocs/get-deployment-logs-ta-5.md)
- [Get activation summary (TA-5)](https://docs.aifabrix.ai/apidocs/get-activation-summary-ta-5.md)
- [Enterprise AI Architecture: From Pilots to Production](https://docs.aifabrix.ai/apidocs/enterprise-ai-architecture-from-pilots-to-production.md): Enterprise AI governance layer, dataplane, lifecycle, and how AI Fabrix inserts controlled access between AI and systems of record.
- [API reference](https://docs.aifabrix.ai/apidocs/api-reference.md): API reference documentation for AI Fabrix (Document360 api-docs lane)