The 9 stages of AI readiness for HR & TA: How do you compare?

AI can transform your entire talent strategy — accelerating processes, unlocking efficiencies, and enhancing experiences. But where do you start?

The pace of change is too fast to "wait and see." While new technology is often deployed first in revenue-generating business functions, with HR and TA typically receiving investment later, this is a powerful opportunity for you to step back and reimagine what’s possible.

At Cielo, we view AI as a catalyst to reset how work gets done and enable a more empowered workforce. This belief led to our AI readiness assessment for HR and TA, a functional framework to help organizations like yours benchmark AI maturity and illuminate a path forward.

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AI readiness matrix: 9 stages of AI readiness

Understanding where you stand today — both as an organization and compared to peers — is essential to planning meaningful next steps. Cielo's AI readiness assessment for HR and TA gives you clarity and direction to move forward with confidence.

The framework evaluates your company’s readiness across two dimensions:

Intent reflects strategic desire, leadership sponsorship, and commitment to transformation.
Action reflects tangible activities already underway, like pilots, experimentation, governance, and deployment.

When these dimensions are mapped together, nine distinct stages of AI readiness emerge:

Low action, growing intent

1. Legacy model

No clear plan or prioritization for AI transformation. A strong attachment to existing traditional models and fear of disruption dominate decision-making.

2. AI receptive

Leaders are curious and open to learning, and early systems or governance may be emerging, but executive sponsorship remains limited or cautious.

3. Planned transformation

Leadership has stated an intent to transform, and the organization is actively mapping a path forward before launching initiatives.

Moderate action, mixed intent

4. Experimentation

Individuals or small groups are testing tools informally, often "under the radar" and without connection to an enterprise strategy.

5. Uncertainty

There are conversations around transformation, but no clear mandate. Conviction is mixed, and sponsorship remains unclear.

6. AI ambitious

Executive leadership wants transformation, but structure, governance, and guardrails may still be forming, leading to fragmented efforts.

High action, strong intent

7. Groundswell

Grassroots activity is widespread, but formal prioritization and governance haven't yet caught up.

8. Entrepreneur

A strong desire for transformation exists, even without a formal mandate. Efforts are innovative but often uncoordinated.

Advanced action and intent

9. Future model

A clear, top-down AI transformation mandate is in place. AI is tested and deployed at scale, with structured review, governance, and ROI measurement, creating a mature, sustainable operating model.

The goal of the matrix isn't to judge but to better understand your current position. With that clarity, your organization is better equipped to move forward.

Take the AI readiness assessment

The question is no longer whether to adopt AI, but how to strategically incorporate it.
– Rebecca Volpano, Vice President — Client Technology & Digital Product, Cielo

Understanding barriers to AI adoption

No matter where your company falls on the readiness spectrum, AI adoption is rarely frictionless. Resistance often stems from gaps in understanding, alignment and confidence.

Common barriers include:

Mindset: Resistance to change and fear of disruption
Knowledge: Confusion fueled by hype rather than practical understanding
Process: Difficulty identifying high-impact use cases
Resource: Limited budget, skills, or technical support
Compliance: Legal, ethical, and data privacy concerns

Acknowledging these challenges will help you create an intentional, sustainable strategy for AI adoption.

Building your AI strategy

An effective AI transformation begins with purpose, not tools.

We always suggest starting with better experiences. Productivity naturally follows.
– Matt Jones Executive Vice President — Strategic Transformation, Cielo

Start with value

Focus on improving experiences rather than reducing costs. Productivity and efficiency gains tend to follow naturally.

Establish a business case

Quantify ROI in a way stakeholders can understand. This might be through time savings, cost reduction, or risk mitigation.

Engineer processes intentionally

Identify specific cases where AI can create the greatest impact, rather than taking a broad-brush approach

Consider your team structure

Balance product-led thinking with technical expertise to support adoption at scale and provide clarity on how roles may shift over time.

Commit to responsible implementation

Design for people first, working with legal and security teams to establish clear principles for inclusive, ethical and transparent AI use.

Start your AI transformation today

From uncertainty to innovation

AI must complement human talent, not compete with it, freeing people for strategic thinking and meaningful interactions. Success comes from thoughtful AI adoption and agentic exploration, starting with a clear understanding of your current state before determining what’s next.

Evaluate your company’s AI readiness and identify where to focus efforts moving forward.

Take the AI readiness assessment

Your AI readiness questions, answered

AI readiness reflects your organization's ability to successfully adopt and implement AI technologies across your talent function. It's measured through two key dimensions: intent (your strategic commitment to transformation) and action (the tangible steps you're taking to implement AI).

While some leaders hesitate, your competitors are already using AI to accelerate their hiring processes, unlock new efficiencies, and create better experiences for candidates and employees. As Rebecca Volpano, Vice President of Digital Product Management at Cielo, puts it: "You won't be replaced by AI, but by a leader who uses AI."

Here's the good news: The timing is actually perfect. You can learn from early adopters in other business functions, avoiding their mistakes while building on their successes. This isn't about jumping on a trend — it's about leading your organization into the future of work. Those who act now will gain a significant advantage in attracting, developing, and retaining top talent.

Most HR teams face a common set of hurdles: resistance to change within their organizations, confusion about AI's real capabilities versus the hype, and uncertainty about where to start. Add to that the practical challenges of limited resources and technical expertise, plus valid concerns about compliance and data privacy. The key is recognizing these barriers aren't roadblocks — they're checkpoints on your path to successful AI adoption.

Start by examining your most time-intensive processes and biggest pain points. Where do your teams spend hours on repetitive tasks? Which workflows cause the most frustration? Look for areas where: Manual, repetitive tasks (like data entry and administration) consume valuable time Teams struggle to scale their personal touch or make consistent decisions at speed Large volumes of workforce data hold untapped patterns and insights

Ready to move forward with AI? You've got this — and Cielo's expertise is here to back you up.

AI is commonly used to add speed and scale to talent teams. But AI can do so much more for talent acquisition and the world of work general, including things you never thought possible:

Create universal candidate engagement, where every applicant directly interacts with your company
Democratize hiring manager excellence, where every hiring leader gets personal coaching
Enable skills-based talent fluidity, where work is matched to capabilities rather than roles

Every HR team is different when it comes to AI adoption. Overall, HR typically lags behind revenue-generating functions, as they tend to adopt the technology first.

To benchmark your organization's AI maturity, take Cielo's AI readiness assessment for HR and TA. This free tool evaluates your current AI capabilities across key areas and shows where you land on the AI readiness matrix compared to other talent leaders who've taken the assessment.

This free assessment looks at two key areas:

Intent: Assessing your leadership vision, strategy, and organizational readiness
Action: Evaluating your implementation approach, capabilities, and infrastructure

After answering some quick questions, you'll receive:

A placement on the AI readiness matrix
Comparison to other talent leaders who’ve taken the assessment
Clear, practical next steps based on your situation

Whether just starting with AI or already implementing solutions, the assessment provides clear direction for moving forward.

Think of your results as the first step. Here's what to do next:

Review your recommended steps carefully
Share the insights with key stakeholders in your organization
Use the findings to build consensus on your AI priorities

The assessment gives you an evidence-based view of where you stand and what to tackle first — whether that's building a business case, picking your first AI projects, or expanding what's already working.

For deeper insights and to take your talent strategy further with AI, reach out to Cielo's experts.

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