Why this framework exists
Invest where it matters
Focus on initiatives that deliver measurable revenue and efficiency gains.
Reduce board-level risk
Assess governance, compliance, and data exposure before deployment.
Avoid point-solution fatigue
Ensure AI strengthens systems — not fragments them.
What’s inside
Operational Gap Mapping
Identify where your organisation is unintentionally losing value.
ROI Scoring Matrix
Score AI initiatives based on financial and workforce impact.
Readiness Assessment
Evaluate whether your organisation is prepared to adopt safely.
Governance Risk Review
Assess compliance, security, and regulatory alignment.
90-Day Implementation Plan
Move from pilot to scale with measurable success metrics.
Preview: Questions You’ll Use
Consider these?
Where are we losing efficiency today?
Can ROI be demonstrated within 30–90 days?
Is the organisation ready for change?
Will this scale across multiple sites?
Are governance guardrails clearly defined?
Red flag
Always-on microphones with unclear consent processes.
Recommended
Triggered-only listening, clear consent, and Australian-hosted infrastructure.