MISCONCEPTION · ISSUE NO. 02
TiZNO is not generic AI. It runs on your data and your rules.
The “why not just use a public model” question is a fair one. A general model has no knowledge of your KYC policy version, your obligations as encoded in your house rules, your client risk ratings, or your internal thresholds for enhanced due diligence. It produces plausible prose about compliance in general, not a defensible answer about your institution in particular.
TiZNO’s agents are wired to three things you already own: your policy corpus, indexed per tenant for semantic retrieval, your CRM and core systems, read through audited connectors, and your workflow logic. Outputs cite the specific clause or record they relied on, which reduces ungrounded “best practice” answers that do not match how your bank actually operates.
Retrieval is scoped on purpose. When the model generates text, it does so over passages and fields you have already classified as eligible for processing, not over the open internet. For a licensed institution, that is the operative meaning of running on your data and your rules: the boundary of permissible context is yours to define and yours to evidence.
None of this removes the need for legal interpretation or supervisory judgment. It compresses time to evidence, so your experts spend their minutes on the decision rather than on search and tab assembly.
| Generic AI | TiZNO | |
|---|---|---|
| Data source | General training data | Your CRM, policy documents, and systems, read through your connectors |
| Output | A text response | Action Cards, drafted memos, and audit traces |
| Control | None by default | Human approval on every material write |
| Audit trail | None fit for a regulatory pack | Immutable, regulator-exportable execution trace |
| Use of your data for training | A retention risk if misused | None. Inference runs on enterprise contracts with zero retention for training (piece 3 in this series) |
Workflow example
An analyst asks how the bank treats Politically Exposed Persons. TiZNO retrieves your current PEP policy, quotes the operative paragraphs with page references, cross-checks the client’s CRM risk code, and prepares a short internal brief with citations. No external correspondence is generated.