Ari Connects

Consultancy & Advisory

AI Readiness Assessment

Understand where AI can help your organisation, what needs to be in place, and which opportunities are worth pursuing.

Who it is for

Leadership teams, SMEs and larger organisations considering AI adoption or reviewing existing pilots. We provide independent, director-led guidance to help decision-makers separate genuine business value from superficial technology hype.

Key questions answered

  • Which use cases are genuinely worthwhile for your organisation?
  • Is internal data accessible, clean, structured and sufficient to ground AI tools?
  • Are your existing technology architectures and workflows ready for integration?
  • What skills, training and everyday habits do your teams need to adopt change?
  • Who owns automated decisions, and what governance and human oversight controls are required?
  • Should an in-flight pilot or use case be improved, expanded, paused, or stopped based on evidence?

Five assessment dimensions

  1. Business Objectives & Workflows: Aligning use cases with strategic goals, operational bottlenecks, and measurable ROI.
  2. Data Quality & Access: Auditing source data completeness, accuracy, permissions, and hygiene across systems.
  3. Technology & Integration: Assessing software infrastructure, APIs, cloud environments, and technical debt.
  4. People & Skills: Reviewing team capabilities, training requirements, output critique habits, and operational ownership.
  5. Governance, Privacy, Security & Human Oversight: Enforcing UK GDPR compliance, confidential data boundaries, and human sign-off gates.

Conventional Automation vs AI Suitability

Conventional deterministic automation or straightforward process improvement may sometimes be more suitable, reliable, and cost-effective than machine learning models. We evaluate suitability objectively and always recommend the simplest, lowest-risk solution for your business challenge.

Engagement Approach & Outputs

We agree scope, review evidence and speak with relevant people across your operational teams, assess opportunities and gaps, and prioritise actionable recommendations. Outputs include a current-state readiness and maturity review, prioritised opportunity matrix, gaps and risks analysis, phased adoption roadmap, and pilot evaluation and capability recommendations. Scope, timetable and fees are agreed per engagement.

Illustrative Advisory Scenario

Review our illustrative advisory scenario on the homepage: When AI reporting works—but teams still work around it.

Explore the illustrative scenario on the Ari Connects homepage →