Janet Chumba

Insights & ideas

A professional journal for the future of finance.

Thoughtful perspectives on finance leadership, education, professional practice and responsible AI.

All topicsThe Future of FinanceThe Intelligent Finance DeskThe Future Finance ClassroomBeyond the Numbers
The Future of Finance7 min read

The Future of Finance Is Not Just About Technology

Why financial expertise, judgement and digital capability must develop together.

October 2026Read article
The Intelligent Finance Desk6 min read

Can AI Help Explain a Budget Variance?

A fictional example of separating a useful draft from a verified conclusion.

October 2026Read article
The Future Finance Classroom8 min read

What Should a Finance Graduate Know Before Their First Job?

The practical capabilities that help new professionals contribute with confidence.

September 2026Read article
Beyond the Numbers7 min read

Why AI-Generated Financial Analysis Must Be Verified

The risks of missing context, incorrect calculations and unsupported explanations.

September 2026Read article
Beyond the Numbers6 min read

From Financial Reporting to Financial Insight

Moving from presenting figures to explaining what they mean and what remains uncertain.

August 2026Read article
The Future Finance Classroom8 min read

The Questions Finance Educators Should Ask About AI

A practical starting point for learning outcomes, assessment and responsible use.

August 2026Read article

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