STAGE 1: AI MATURITY DIAGNOSTIC
AI Maturity Diagnostic
The starting point for all advisory work. A structured assessment of where your organisation currently sits in relation to AI: what data you hold, how your teams work, what tools are in use, what risks exist, and what is missing before meaningful AI deployment is possible.
WHAT THIS IS
What this is
AI adoption often begins with experimentation rather than strategy.
The AI Maturity Diagnostic provides an independent assessment of your organisation’s readiness for AI adoption.
The diagnostic reviews:
• data infrastructure
• operational workflows
• governance and risk controls
• technology landscape
• commercial opportunities
The goal is to establish a clear baseline before major AI investment decisions are made.
Who this is for
Organisations at the beginning of an AI journey, or those who have started experimenting with AI tools without a clear framework. Typically relevant to boards and senior leadership teams who need an honest baseline before committing budget.
What you receive
Operational AI opportunity map across your processes
Prioritisation matrix by value, feasibility, and risk
Data and systems requirements per priority use case
Integration architecture recommendations
Change management considerations and workforce impact assessment
Phased deployment roadmap with milestones
Vendor shortlist per priority use case
How we work
Process mapping workshops with operational leads
Data availability and quality assessment per process
Benchmarking against comparable operational AI deployments
Technology landscape review for relevant use cases
Risk assessment including operational resilience and workforce impact
Written roadmap with implementation specifications
ENGAGEMENT PATHWAY
Stage 1: How we work
MultiplyChain follows a structured diagnostic approach.
• Stakeholder interviews across functions
• Review of existing data, tools, and governance frameworks
• Independent scoring against AI readiness benchmarks
• Leadership workshop to review findings
• Written diagnostic report with prioritised recommendations