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AI Readiness Assessment

Measure how prepared your organization is to scale AI

A structured assessment across technology, process, and team dimensions, producing a clear readiness signal and a prioritized path to improvement.

  • Multi-dimensional readiness view
  • Actionable, ranked priorities
  • Benchmarked against credible practice

What it evaluates

What the assessment evaluates

The assessment is designed to produce an honest, decision-grade view of where your organization stands today and what it needs to address to scale AI responsibly.

Strategy and ambition

Clarity of AI objectives and alignment with business priorities.

Operating model

Ownership, governance, and funding model for AI capability.

Technology foundation

Data, platforms, integration, security, and observability.

People and culture

Skills, sponsorship, change appetite, and adoption pathways.

Organizational readiness

Organizational readiness dimensions

Executive sponsorship

Visible, accountable leadership for AI outcomes.

Governance

Decision rights, risk posture, and review cadence.

Funding and prioritization

Mechanisms to fund and re-prioritize AI initiatives.

Operating ownership

Where AI capability lives and how it scales across business units.

Technology readiness

Technology readiness

Data foundations

Availability, quality, and accessibility of the data AI depends on.

Integration

Connectivity to CRM, ERP, contact center, knowledge, and identity.

Platform and tooling

AI platform choices, MLOps, and the surrounding engineering stack.

Security and compliance

Controls, audit trails, and regulatory posture for AI workloads.

Process readiness

Process readiness

Use-case discipline

How opportunities are identified, ranked, and approved.

Delivery rigor

Methodology, quality gates, and release management for AI work.

Measurement

KPIs, attribution, and outcome accountability.

Continuous improvement

Feedback loops, retraining cadence, and lifecycle management.

Team readiness

Team readiness

Leadership

Capacity of leadership to set direction and arbitrate trade-offs.

Talent

Skills coverage across strategy, engineering, data, and design.

Partnerships

External partners aligned with internal capability gaps.

Adoption

Change management and user enablement practice.

Scoring

Scoring framework

Each dimension is rated on a maturity scale, producing a composite readiness profile and a prioritized improvement plan.

Level 1 — Exploring

AI is discussed but not consistently funded or governed.

Level 2 — Piloting

Initial pilots in flight, with limited operating discipline.

Level 3 — Scaling

AI is governed, integrated, and delivering business outcomes in selected areas.

Level 4 — Industrialized

AI is a managed operating capability across the enterprise.

Form

Assessment request

Share enough context for us to size the engagement and align on participants.

Assessment request

Share enough context for us to size the engagement and align on participants.

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FAQ

Frequently asked questions

Contact

Reach CALLAIR directly

Office

CALLAIR SASU
6 Rue d'Armaillé
75017 Paris
France

General

contact@callair.ai
Response within one business day.

Privacy

privacy@callair.ai
For privacy and GDPR requests.

Request your AI Readiness Assessment

Tell us about your organization and we will follow up with a scoping proposal.