AI Maturity Framework

Measure where your organization and its people stand on the AI adoption journey, and know your next step — across clear levels, assessment dimensions, and a practical roadmap.

Organization AI Maturity Index

An index that measures your organization's AI maturity across five levels — from AI-Ready to Autonomous Enterprise — pinpointing where you stand and charting your roadmap to the next level across six strategic dimensions.

1
AI-Ready

Infrastructure, data, and leadership awareness are in place, but AI use is still experimental and scattered across proof-of-concept initiatives, without systematic adoption or clear enterprise return.

2
AI-Enabled

AI tools are adopted across several departments and deliver measurable productivity gains, but core processes are still designed human-first, with AI as an assistive layer rather than a design center.

3
AI-First

AI is a core part of process design under an "AI-by-default" policy; core processes have been redesigned around it, and decisions are driven by data and models.

4
Agentic-First

A network of collaborating AI agents executes large parts of the work and makes bounded decisions, while humans shift to oversight roles (Human-on-the-Loop).

5
Autonomous Enterprise

A large share of operations runs autonomously (Zero-Touch) via a network of agents and automation, with humans in a strategic supervisory role. A rare and aspirational level.

Employee AI Maturity Index

An index that measures your personal AI maturity across four levels — from AI User to Agent Manager — clarifying your skills and charting your growth path.

1
AI User

Uses AI tools occasionally for isolated tasks, with basic usage and prompting skills.

2
AI-Augmented

Backed by a set of AI tools that continuously boost productivity and are woven into daily workflow.

3
AI-First Employee

Starts every task by considering how AI can execute or accelerate it before doing it manually, and automates repetitive work.

4
Agent Manager

Manages a team of AI agents: delegates tasks, reviews results, and intervenes when needed rather than doing all the work personally.

Assessment Dimensions

Organization Dimensions

Strategy & Leadership

AI vision, executive sponsorship, budget, and goal alignment

Data & Infrastructure

Data quality and availability, platforms, integration, and technical security

Technology, Tools & Agents

Models, copilots, agent systems, and AgentOps practices

People, Skills & Culture

Employee skills, adoption rate, and an AI-by-default culture

Operating Model & Process

Process automation, human–AI collaboration, and oversight patterns

Governance, Risk & Ethics

Policies, compliance, risk management, and responsible use

Employee Dimensions

Usage & Fluency

Tool variety, usage skill, and prompting

Workflow Integration

Applying AI-by-default in daily tasks

Automation & Agent Management

Task automation, building and directing agents

Oversight & Responsible Judgment

Reviewing outputs, quality assurance, and ethics

Roadmap

Practical steps to advance from each level to the next.

Organization AI Maturity Index

AI-Ready Advance to: AI-Enabled 3-6
  • Identify 3–5 high-return use cases
  • Provide copilots to selected teams and measure impact
  • Launch a foundational upskilling program
  • Appoint an executive sponsor and a dedicated budget
AI-Enabled Advance to: AI-First 6-12
  • Adopt an AI-by-default policy
  • Redesign 2–3 core processes around AI
  • Establish an AI Center of Excellence
  • Tie KPIs to AI impact
AI-First Advance to: Agentic-First 12-18
  • Move from assistive tools to agents that complete bounded tasks
  • Establish AgentOps for running and monitoring agents
  • Define authority boundaries and oversight patterns
  • Design hybrid human–agent teams
Agentic-First Advance to: Autonomous Enterprise 18-24
  • Extend coverage to end-to-end processes with minimal human intervention
  • Institute strong agent governance: security, audit, accountability
  • Shift toward higher-level oversight where trust has matured
  • Establish continuous measurement of agent reliability and quality
Autonomous Enterprise Sustain the Peak مستمر
  • Continuous monitoring and improvement
  • Advanced governance and systemic risk management
  • Expand the scope of trusted automation

Employee AI Maturity Index

AI User Advance to: AI-Augmented 1-3
  • Learn more AI tools
  • Integrate them into your daily tasks
  • Develop your prompting skill
AI-Augmented Advance to: AI-First Employee 3-6
  • Make your first question: how can AI do this?
  • Automate repetitive tasks
  • Measure the time saved
AI-First Employee Advance to: Agent Manager 6-12
  • Learn to build and direct agents
  • Delegate whole tasks to agents
  • Develop your skill in reviewing agent outputs
Agent Manager Sustain the Peak مستمر
  • Advance governance and oversight
  • Expand the scope of trusted automation
The Complete Bundle

The Complete AI Maturity Bundle

Measure your organization and your team in one track, and get a single unified report with the full picture — at one scalable price.

Starts at $499 for org + 10 employees
  • Organization AI Maturity Index for your company
  • Employee AI Maturity Index for 10 of your team
  • Add unlimited employees at $9 each
  • One unified report combining org result + employee average
See details & order the bundle Invoice-based payment — no card needed now.