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AI Authority Readiness Assessment

Is this AI use case ready to be given operational authority?

Before an AI agent is allowed to act in a live environment, Karvin assesses 19 dimensions of authority readiness and translates the answers into implementable governance and authority requirements on ServiceNow and VORTIQ-X.

19 Dimensions AssessedServiceNow + VORTIQ-X
The Question

An AI use case is not production-ready until it is authority-ready.

Most organisations assess whether an AI use case is technically feasible. Few assess whether it is ready to be given operational authority, the right to take actions that have real consequences. Authority belongs to the enterprise, not the AI. Karvin's AI Authority Readiness Assessment closes that gap.

The enterprise defines authority. ServiceNow provides governance and context. Karvin makes the operating model deployable. VORTIQ-X evaluates protected actions at runtime.

What It Solves

The gap between AI idea and authorised action.

What problem does this solve?

Enterprises have AI use cases that work technically but lack the governance and authority controls needed to operate safely in production.

Who is it for?

Risk, compliance, security and business leaders responsible for moving an AI use case or agent into production in a regulated environment.

How does it work?

Karvin assesses 19 dimensions of authority readiness, then translates the answers into ServiceNow governance configuration and VORTIQ-X runtime authority boundaries.

The 19 Dimensions

What Karvin assesses before authority is granted.

Each dimension is assessed and translated into implementable governance and authority requirements.

Context
Business purpose
What the AI is intended to do and why.
Owner
Named individual accountable for the agent.
Decision owner
Who owns the decisions the agent produces.
Agent / model
Which AI agent or model is being deployed.
Model version
Specific model version, where relevant.
Access
Systems accessed
Which enterprise systems the agent reaches.
Tools
Which tools the agent may invoke.
Data accessed
What data the agent may read or process.
Authority
Permitted actions
What the agent is explicitly allowed to do.
Prohibited actions
What the agent is explicitly not allowed to do.
Financial thresholds
Spend or value limits per action.
Approval requirements
Which actions need human approval first.
Conditions
Geographic restrictions
Where the agent may or may not operate.
Operating conditions
Context, time and risk conditions that apply.
Escalation
What happens when the agent cannot proceed.
Failure behaviour
What the agent does when something goes wrong.
Evidence
Authority revocation
How the agent's authority is withdrawn.
Evidence
What is recorded for each decision and action.
Audit requirements
What auditors and regulators need to see.
What Karvin Produces

From assessment answers to implementable requirements.

ServiceNow governance configuration

AI inventory registration, risk classification, ownership assignment, approval workflow design and control mapping derived from the assessment answers.

VORTIQ-X authority boundary specification

Permitted and prohibited actions, financial thresholds, approval routing, context-aware rules, geographic restrictions and operating conditions translated into runtime authority configuration.

Approval and escalation design

Which actions need human approval, escalation paths, failure behaviour definitions and authority revocation procedures.

Evidence and audit specification

What is recorded for each decision and action, how evidence is returned to ServiceNow, and what auditors and regulators need to see.

Assess Your AI Use Case

Tell Karvin which AI use case or agent you are moving toward production. We'll run the AI Authority Readiness Assessment and translate the answers into implementable governance and authority requirements.

Assess Your AI Use Case
FAQ

Frequently Asked Questions

Karvin's AI Authority Readiness Assessment evaluates whether a specific AI use case is ready to be given operational authority. It assesses business purpose, ownership, systems and data access, permitted and prohibited actions, financial thresholds, approval requirements, geographic restrictions, operating conditions, escalation, failure behaviour, authority revocation, evidence and audit requirements. Karvin translates the answers into implementable governance and authority requirements.

Talk to a Specialist

Start your AI authority readiness assessment.

Karvin helps you assess, govern and authorise AI use cases before they reach production.