PI for data and AI consultants covers claims that your models, analysis or advice caused a client a loss. Most buy $1m to $2m because a client contract asks for it.
Source: https://piinsurance.com.au/data-and-ai-consultants/, fetched from the preview https://pi-react-4ee768.pages.dev/data-and-ai-consultants/ on 10 Nov 2026; site dated 3 Nov 2026. Preview wording, not yet broker-reviewed. General information, not advice.
Site label: Usually asked for in client contracts.
Why you need it: your clients
No licence requires it. Clients and government panels write PI into the contract, because they make decisions on your models, dashboards and reports.
Typical limits
$1m to $2m for most work. Enterprise, health and finance clients often ask for more.
What can go wrong
Illustrative scenarios, not real claims.
A dashboard that double-counted
A dashboard you built counts some revenue twice for a quarter. The client hires on the strength of it and claims the cost.
A pricing model that undercut margins
A pricing model you trained sets prices too low for months before anyone notices. The client claims the lost profit.
Common exclusions to watch
- Fines and penalties, including privacy penalties
- Your own data breach (that is cyber cover)
- Work you did not declare, such as automated decisions about credit or health
Wording differs between policies. Read the policy wording, or ask us to point out what it says.
Common questions
Do data and AI consultants need professional indemnity insurance?
No licence requires it. Clients and government panels write PI into the contract, because they make decisions on your models, dashboards and reports.
How much PI cover do data and AI consultants need?
$1m to $2m for most work. Enterprise, health and finance clients often ask for more.