TiZNO Explained

MISCONCEPTION · ISSUE NO. 02

TiZNO is not a generic AI, it runs on your data and your rules

The “why not just use ChatGPT?” objection is fair. Public models have no native knowledge of your KYC policy version, your GFSC obligations as encoded in your house rules, your client risk ratings, or your internal EDD thresholds. TiZNO’s agents are wired to your policy documents, your CRM and core systems, and your compliance workflow logic. Outputs cite the specific PDF clause or CRM field they relied on, designed to reduce hallucinated “best practice” answers that do not match your bank.

Control sits in governance, not in prompt engineering: human-in-the-loop approval applies to writes, and audit trails are built for supervisory review. TiZNO does not substitute for your policy stack; it operationalizes what you already own.

Retrieval is scoped: when a model generates text, it does so over retrieved passages and fields you have already classified as eligible for processing, not over the public internet’s undifferentiated corpus. That is the practical meaning of “runs on your data and your rules” for a licensed institution: the boundary of permissible context is yours to define and evidence.

None of this implies that TiZNO replaces legal interpretation or supervisory correspondence. It compresses time-to-evidence so your experts spend minutes on judgment instead of hours on search and tab assembly.

Generic AI (e.g. ChatGPT)TiZNO
Data sourceGeneral training dataYour CRM, KYC docs, internal PDFs (read via your integrations)
OutputText responseAction Cards, drafted memos, audit logs
ControlNone (by default)Human-in-the-loop approval on material writes
Audit trailNone fit for regulatory packImmutable, regulator-exportable execution trace
Trained on your dataOften discouraged; retention risk if misusedNo, zero retention of client data for model training (piece 3 in this series)

Workflow example

An analyst asks for the bank’s treatment of Politically Exposed Persons. TiZNO retrieves your latest PEP policy PDF, quotes the operative paragraphs with page references, cross-checks the client’s CRM risk code, and prepares a short internal brief with citations, before any email leaves the building.