Applied thinking

Technology projects begin with a clear business need.

This section presents software projects and AI ideas related to business and financial intelligence. The items shown now are illustrative concepts, not claims of completed or launched work.

The idea, the solution and the limits of the sample

Each concept starts with the problem before listing technologies, and clearly states whether it is complete or still an idea.

Financial intelligenceIllustrative concept

A cash-flow monitoring dashboard

A concept for an interface that distinguishes realized and expected cash and displays collection and due dates.

Read the concept →
Artificial intelligenceIdea for development

An assistant for financial terminology

An idea for explaining a term in plain language and showing contextual questions without giving personalized recommendations.

In planning
Data analysisSuggested direction

Organizing and classifying expenses

A concept for speeding up initial organization while keeping human review before decisions are made.

In planning

Before presenting any item as a completed project, add a real link or relevant images and explain what was actually built, what remains experimental and what was learned.

A build principle

Start with the question, not the tool list.

Each real project should describe the problem, user, decision to support and the limits of its data or model. A tool alone is not proof that a solution is useful.

ProblemPrototypeExperimentImprove