The AI Readiness Checklist for Australian NFPs

Where to start with AI when your team is stretched, your board is sceptical, and you don't have time for a six-month transformation project.

This is a print-and-tick checklist. Run through it with your operations or leadership team. Anything you can't honestly tick is the gap your starting point should address. Don't aim to tick everything before you start — aim to know what you'd need to tick first.

1Operational pressure

You can't pick a starting point if you can't name the pain. These three questions force you to be specific.

• We can name our top 2 high-friction processes.e.g. enquiry triage, intake & document processing, after-hours coverage, internal knowledge access.
• We know roughly how many hours per week our team spends on each.Even a rough range is enough — be conservative.
• We have evidence the friction is increasing, not decreasing.Demand up, headcount flat, after-hours leakage, response-time complaints, audit findings.

2Data & systems

AI on top of weak processes just scales the problems faster. These checks confirm the foundations exist.

• We have a primary CRM or case-management system most of the team uses.Dynamics 365, Salesforce, Microsoft Lists, even SharePoint — anything with structured records.
• Our knowledge base, policies and SOPs live in a searchable place.SharePoint, Confluence, Teams Wiki, Notion. PDFs in shared drives count if they're indexed.
• We can identify one shared mailbox or phone line where most enquiries land.This is usually the easiest place to deploy AI triage first.

3Governance & risk

Boards say yes to AI when the governance position is clear. These questions make it concrete.

• We have a privacy and data-handling policy that covers third-party processing.Australian Privacy Principles, plus any sector-specific rules (Aged Care Act, NDIS, child-safe).
• Our board has signalled openness to a small AI pilot — even informally.Even one supportive director is enough. You don't need consensus to pilot.
• We can decide what AI does not do (e.g. clinical decisions, final case approvals)."AI prepares, staff decides" is the safest position for any NFP.

4Capacity to run a 4–6 week pilot

Pilots fail more often from missing ownership than missing technology.

• One named owner inside the org will champion the pilot.Operations Manager, Head of Service, IT lead — anyone with authority over a real workflow.
• We can free up 2–3 hours/week from the owner for 6 weeks.Without this, no pilot succeeds — regardless of vendor or technology.
• We can measure "before" and "after."Hours saved per week, response times, error rates, staff feedback. Doesn't have to be perfect.

5Board-ready framing

Boards don't approve AI. They approve capacity, service quality, governance and risk reduction. Frame the pilot in their language.

• We can express the pilot's value as capacity recovered (FTE equivalent), not "AI.""Recover 0.3 FTE without hiring" beats "implement AI" every single time.
• We can express the value as service quality (response time, completeness).This is the language boards understand.
• We can express the value as governance (audit-ready records, fewer gaps).Compliance is the most under-used AI argument in our sector.

What to do next

If you scored 12 or above, your next step is picking which high-friction process to pilot first. The four scenarios most Australian NFPs see immediate wins on are:

• Enquiry triage — emails arrive prioritised, not piled.
• Document & intake processing — discharge summaries, referrals and forms land in the CRM as structured records, not PDFs in someone's inbox.
• After-hours voice agent — every call is answered, even at midnight, and bookings land in the CRM by Monday morning.
• Internal knowledge agent — "Where's the process for X?" answered instantly, grounded in your own knowledge base.

All four work on top of the systems you already have. No rip-and-replace. The webinar walks through live demos of each — including the AI voice agent handling a real after-hours call from a worried family member.