MODELCATALOG

Business problem → AI pattern → reusable capability → architecture → controls → roadmap

BANK AI TRANSFORMATION

AI Strategy → Implementation

Train the decision sequence. Start with the business problem, recognize the reusable pattern, define the common capabilities, then map architecture and technology.

Business problem→ AI pattern→ Capability→ Architecture→ Controls→ Roadmap
01

Recognize patterns

Collapse many banking use cases into a small set of reusable AI patterns.

 02

Bank use cases

Practice mapping business problems to one or more patterns.

 03

Strategy canvas

Structure a transformation idea from objective through KPIs and horizon.

 04

Prioritize

Score value, feasibility, data readiness, reuse, risk, and integration complexity.

 05

Roadmap

Sequence Assist → Integrate → Transform while platform controls mature.

MENTAL MODEL

Six reusable AI patterns

01  Knowledge & Research Users repeatedly search policies, procedures, prior cases, research, or approved knowledge. 02  Data Investigation An analyst asks why a metric changed, where a value came from, or what is driving an exception. 03  Document Intelligence The process depends on extracting, validating, and interpreting information from documents. 04  Investigation / Case Management An alert or case requires gathering evidence from several systems before a recommendation is made. 05  Controlled Content Generation A recurring output must be drafted from approved data and knowledge in a controlled format. 06  Agentic Workflow The objective requires multiple steps, dynamic tool choice, iterative reasoning, and controlled execution.