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CoreVexa Documentation
Integration

Connect Capability Preserve Control

CoreVexa is designed to connect governed AI-enabled work with external applications, models, agents, enterprise systems, data sources, and execution capabilities without surrendering authority, policy, approval, or execution boundaries.

Connection does not equal authority.

A connected capability may technically be able to act without being authorized to act. CoreVexa treats connectivity and execution authority as separate concerns so governance can remain between technical capability and consequential execution.

Public Integration Model

External Capability → Governance → Execution

At a public architectural level, CoreVexa can sit between intelligent or operational capabilities and consequential execution.

External Capability
Model, agent, application, service, or data source

Connected capabilities can contribute information, intelligence, workflow support, or execution capability.

VEXA / CoreVexa
Governed workspace context

The connected capability participates inside a persistent workspace where objectives, current state, strategy, recommendations, and actions remain connected.

Governance
CGS and authority boundary

Applicable policy, risk, authority, approval, escalation, and evidence expectations can be evaluated before consequential execution.

Execution
Governed action

Authorized actions can cross the execution boundary through the appropriate connected capability.

Evidence
Preserve what occurred

Resulting evidence and observed outcomes can remain associated with the governed workspace and action.

Integration Classes

What can integrate.

CoreVexa is designed around controlled integration boundaries rather than requiring every existing system to be replaced.

Intelligence

AI Models

AI models can support reasoning, analysis, generation, recommendations, and other workspace functions.

Automation

Agents

Agentic capabilities can operate inside defined governance and execution boundaries rather than receiving unrestricted action authority.

Business Systems

Enterprise Applications

Existing business systems can participate in governed workflows through controlled integration surfaces.

Workflow

Automation Platforms

Existing workflow and automation capabilities can become execution targets without bypassing applicable governance.

Context

Data Sources

Approved data sources can contribute information for current-state understanding, analysis, and governed decisions.

Execution

External Services

Connected services can perform authorized actions after the applicable governance boundary has been satisfied.

Workspace Integration

VEXA as the working environment.

VEXA can bring connected capabilities into a persistent governed workspace where users establish objectives, understand current state, develop strategy, review recommendations, and authorize consequential work.

Context

Workspace state

Integrations can operate with relevant objective, user, organizational, and current-state context.

Governance

Approval boundaries

Integrated capabilities remain subject to the authority requirements of the governed workspace.

Evidence

Connected outcomes

Resulting evidence can remain associated with the action and objective that produced it.

Governance Integration

CGS at the boundary.

The CoreVexa Governance Standard provides the public governance model surrounding proposed consequential actions.

Authority

Who may approve

Connected execution remains subject to the appropriate authority or approval condition.

Risk

Assess consequence

Applicable risk and governance expectations can be evaluated before execution advances.

Control

Apply gates

Governed checkpoints can remain between capability and consequential action.

Evidence

Preserve results

Execution evidence can remain associated with the governed work.

Public Integration Lifecycle

Connect, contextualize, govern, execute.

01 / Connect
Establish the integration boundary

Establish the approved integration boundary between CoreVexa and the external capability.

02 / Contextualize
Associate governed context

Associate relevant workspace, user, organizational, or operational context with the work.

03 / Propose
Contribute analysis or action

The connected capability can contribute analysis, recommendations, or proposed actions.

04 / Govern
Apply CGS

Apply the relevant CoreVexa Governance Standard boundary before consequential execution.

05 / Authorize
Confirm authority

Confirm that the appropriate authority or approval condition has been satisfied.

06 / Execute
Cross the execution boundary

Authorized work crosses the execution boundary through the approved connected capability.

07 / Evidence
Preserve resulting evidence

Preserve resulting evidence and observed outcomes within the governed context.

Adaptive Experiences

Integrations can support different work domains.

VEXA Adaptive Experiences can use approved integrations appropriate to the type of work while maintaining the same underlying governance principles.

CRM

Customer systems

Customer, relationship, communication, and operational systems can support governed CRM work.

Creative Ops

Creative services

Creative tools and services can participate in governed planning and execution workflows.

Music

Music workflows

Music-related services and workflow capabilities can support adaptive VEXA experiences.

Information

Data with context.

Integrated data can contribute to workspace understanding without automatically becoming verified truth or authorized instruction.

External information

Information received from connected systems or sources.

User-provided information

Information supplied by the user or organization.

Verified facts

Information treated as established through the applicable validation process.

Assumptions and inferences

Provisional or derived information kept distinguishable from verified facts.

Recommendations

Proposed approaches requiring deliberate consideration.

User decisions

Choices explicitly made by the user or authorized decision-maker.

Execution evidence

Evidence produced or preserved through governed action.

Observed outcomes

Results associated with executed work.

External system results

Results returned by approved connected systems or services.

Preserve what information represents.

Maintaining provenance helps prevent imported data, generated analysis, or external recommendations from silently becoming verified facts, authorized decisions, or approved instructions.

Controlled Execution

Integration stops short of unrestricted action.

CoreVexa integrations are intended to preserve a controlled boundary between what a connected system technically can do and what it is permitted to do in the current governed context.

Capability

What the system can do

Technical capability describes what the connected system is able to perform.

Authority

What the system may do

Governed authority determines whether that capability may be used in the current context.

Programmatic Integration

Public API surface.

Programmatic integration can be exposed through intentionally published interfaces where appropriate.

Public

Published interfaces

Only intentionally documented and released interfaces should be treated as part of the public CoreVexa API surface.

Private

Internal routes remain internal

Internal application routes and private service interfaces are not automatically considered public APIs.

Integration Boundary

Public connectivity without private infrastructure disclosure.

This documentation describes integration categories, public architectural relationships, and the observable governance boundary surrounding connected systems.

Public

Integration concepts

Public documentation can explain supported integration classes, governance relationships, lifecycle concepts, public APIs, and observable system behavior.

Protected

Infrastructure remains private

Credentials, private endpoints, internal service topology, security-sensitive configuration, proprietary orchestration, enforcement implementation, protected connector logic, internal schemas, and confidential infrastructure are not disclosed.

Development Status

Integration framework in active development.

Pre-Launch Integration Validation

Current Integration State

CoreVexa integration capabilities are being developed and validated as part of the VEXA pre-launch product environment. Individual integrations, public APIs, supported systems, and availability may differ by product stage and should be evaluated against the current Product Status documentation.