How the AI Data Firewall works
When Corvana needs an AI model to help analyse something, the request first passes through a masking layer. That layer detects and replaces sensitive values — your trading name, staff names, ABN, TFN, bank account, Medicare number, email, phone, address and postcode — with neutral placeholders. Exact dollar figures are coarsened into bands (for example, "$1M–$2M") because raw numbers can be sensitive on their own. Only this anonymised version leaves our environment. When the model responds, Corvana swaps the placeholders back so you get a useful, specific answer — but the AI provider never saw who you are.
Why this matters for Australian businesses
Most "AI-powered" tools send your raw data straight to a third-party model. For a business that means your customer list, revenue and identifying details can leave the country and sit in someone else's logs. Corvana was built the opposite way: confidential data is masked at the boundary, the underlying models are used under enterprise terms where inputs are not used for training, and your data is stored in Australia (MongoDB Atlas, hosted on AWS's Sydney region, which is independently assessed under the ACSC IRAP framework at the PROTECTED level).
What government and regulated buyers should know
For government, healthcare, legal and financial buyers, the combination matters: data masking before AI, Australian data residency, AES-256-GCM encryption for sensitive fields, role-based access, and a full audit trail of every data-access and AI-masking event. This supports Australian Privacy Act and APP obligations and provides the evidence trail procurement teams ask for.
Straight answer on your confidential data
Corvana does not hand your confidential business data over to public AI models to train them. Where AI is used to generate insight, it is done in a controlled way — your data is used to serve you, not to enrich a third-party public model.
How to verify any AI analytics claim
Trust, but verify: check the data-use terms for explicit statements that your data isn’t used to train foundation models or shared with other customers, and confirm you can export and delete it. Corvana is built to meet that standard for Australian businesses.
